Pham, Minh-Khoi ORCID: 0000-0003-3211-9076, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126, Ebiele, Malick, Brennan, Rob ORCID: 0000-0001-8236-362X, Ward, Marie E. ORCID: 0000-0002-6638-8461, Geary, Una, McDonald, Nick and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2024) Forecasting Patient Early Readmission from Irish Hospital Discharge Records Using Conventional Machine Learning Models. MDPI Diagnostics, 14 (21). pp. 1-19. ISSN 2075-4418

Iddrisu, Khadija ORCID: 0009-0004-0008-5697, Shariff, Waseem ORCID: 0000-0001-7298-9389, Corcoran, Peter ORCID: 0000-0003-1670-4793, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Lemley, Joe ORCID: 0000-0002-0595-2313 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2024) Event Camera-Based Eye Motion Analysis: A Survey. IEEE Access, 12 . 136783 -136804. ISSN 2169-3536

Dao, Phuong Q., Nguyen-Tat, Thien B., Roantree, Mark ORCID: 0000-0002-1329-2570 and Ngo, Vuong M. ORCID: 0000-0002-8793-0504 (2024) Exploring Multimodal Sentiment Analysis Models: A Comprehensive Survey. In: The 7th International Conference on Multimedia Analysis and Pattern Recognition (MAPR), August 14-16, 2024, Da Nang, Vietnam.

Liu, Xiao (2024) An Adaptive Human-in-the-loop Approach to Continuous Understanding of Additive Manufacturing Processes with Computer Vision. PhD thesis, Dublin City University.

Garcia Cabrera, Carles (2024) Generalisable Cardiac MRI Analysis with Deep Learning. PhD thesis, Dublin City University.

Le, Tu-Khiem ORCID: 0000-0003-3013-9380 (2024) Information Lifelogging: Leveraging Eye Movements and Reading Comprehension for Efficient Retrieval of Previously Encountered On-Screen Information. PhD thesis, Dublin City University.

Lebron Casas, Luis (2024) Learning to evaluate video captioning systems through human assessment. PhD thesis, Dublin City University.

Slaimi, Asma ORCID: 0000-0001-6220-9000 (2024) A Meta-Learning Approach for Hydrological Time Series Model Selection. PhD thesis, Dublin City University.

Cartwright, Eoin ORCID: 0000-0002-8870-9772 (2024) Obtaining quantitative information from time series patterns: Insights from SAX, MDL and the Matrix Profile. PhD thesis, Dublin City University.

Tran, Ly-Duyen ORCID: 0000-0002-9597-1832 (2024) Pushing the Boundaries of Lifelog Retrieval Systems with Question Answering Techniques. PhD thesis, Dublin City University.

Djilali, Yasser Abdelaziz Dahou (2024) Saliency modelling for 2D and 360° visual data: deep learning models and performance evaluation. PhD thesis, Dublin City University.

Le Khac, Phuc H ORCID: 0000-0002-0504-5844 (2024) Toward efficient learning of structured representations in computer vision. PhD thesis, Dublin City University.

Garcia-Cabrera, Carles ORCID: 0000-0001-8139-9647, Arazo, Eric, Moreu, Enric ORCID: 0000-0002-0555-3013, Curran, Kathleen M. ORCID: 0000-0003-0095-9337, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2024) Synthetic Balancing of Cardiac MRI Datasets. Annual Conference on Medical Image Understanding and Analysis, 14860 . pp. 353-365.

Sweeney, Lorin, Smeaton, Alan ORCID: 0000-0003-1028-8389 and Healy, Graham ORCID: 0000-0001-6429-6339 (2024) Reconciling the Rift Between Recognition and Recall: Insights from a Video Memorability Drawing Experiment. In: ICMR 2024 Brave New Ideas, 10-14 Jun 2024, Phuket, Thailand.

Chivileva, Iya, Lynch, Philip, Ward, Tomás ORCID: 0000-0002-6173-6607 and Smeaton, Alan ORCID: 0000-0003-1028-8389 (2024) A Dataset of Text Prompts, Videos and Video Quality Metrics from Generative Text-to-Video AI Models. Data In Brief, 54 . p. 110514. ISSN 2352-3409

Roantree, Mark ORCID: 0000-0002-1329-2570, Murphy, Niamh, Cuong, Dinh Viet and Ngo, Vuong M. ORCID: 0000-0002-8793-0504 (2024) Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System. In: Proceedings of The 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW&DASC-2024), May 2024, Utrecht, Netherlands. (In Press)

Antonini, Valerio ORCID: 0009-0004-2607-9623, Scriney, Michael ORCID: 0000-0001-6813-2630, Mileo, Alessandra ORCID: 0000-0002-6614-6462 and Roantree, Mark ORCID: 0000-0002-1329-2570 (2024) A Framework for Spatio-Temporal Graph Analytics In Field Sports. The 26th International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2024) . pp. 1-11.

Power, Sean (2024) Development and deployment of a novel in situ multiparameter optical sensor for marine and freshwater environments. PhD thesis, Dublin City University.

Lankford, Séamus ORCID: 0000-0003-1693-9533 (2024) Enhancing neural machine translation of low-resource languages: corpus development, human evaluation and explainable AI architectures. PhD thesis, Dublin City University.

Moreu, Enric ORCID: 0000-0002-0555-3013 (2024) Exploring synthetic Image generation for training computer vision models under data scarcity. PhD thesis, Dublin City University.

Moslem, Yasmin ORCID: 0000-0003-4595-6877 (2024) Language modelling approaches to adaptive machine translation. PhD thesis, Dublin City University.

Cassidy, Lauren (2024) Linguistic analysis and automatic dependency parsing of Tweets in modern Irish. PhD thesis, Dublin City University.

Clancy, Jerry (2024) Monitoring and modelling of biological aerosols. PhD thesis, Dublin City University.

Nayak, Prashanth ORCID: 0000-0003-1962-9135 (2024) A critical examination of document-level machine translation systems. PhD thesis, Dublin City University.

Gutowska, Malgorzata ORCID: 0000-0002-1724-4912 (2024) An examination of meta-Learning for algorithm selection in unsupervised anomaly detection. PhD thesis, Dublin City University.

Tran, Quang-Linh ORCID: 0000-0002-5409-0916, Nguyen, Binh T. ORCID: 0000-0001-5249-9702, Jones, Gareth J. F. ORCID: 0000-0003-2923-8365 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2024) ViEcomRec: a dataset for recommendation in Vietnamese E-commerce. In: 12th International Conference on Computational Data and Social Networks. CSoNet 2023, 11-13 Dec 2023, Hanoi, Vietnam. ISBN 978-981-97-0668-6

Yan, Sen ORCID: 0000-0002-6860-3962, Fang, Hongyuan, Li, Ji ORCID: 0000-0001-7910-8011, Ward, Tomás E. ORCID: 0000-0002-6173-6607, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2023) Privacy-aware energy consumption modeling of connected battery electric vehicles using federated learning. IEEE Transactions on Transportation Electrification . ISSN 2332-7782

Hsu, Hsiao-Ping ORCID: 0000-0002-3943-2690 (2023) Can Generative Artificial Intelligence Write an Academic Journal Article? Opportunities, Challenges, and Implications. The Irish Journal of Technology Enhanced Learning, 7 (2). pp. 158-171. ISSN 2009-972X

Garcia-Cabrera, Carles ORCID: 0000-0001-8139-9647, Curran, Kathleen, O'Connor, Noel ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Cardiac Magnetic Resonance Phase Detection Using Neural Networks. 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS) . ISSN 979-8-3503-6021-9

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Leavy, Susan ORCID: 0000-0002-3679-2279 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) Biased attention: do vision transformers amplify gender bias more than convolutional neural networks? In: 34th British Machine Vision Conference 2023, {BMVC}, 20-24 Nov 2024, Aberdeen, Scotland. ISBN https://proceedings.bmvc2023.org/629/

Barry, Liam ORCID: 0000-0001-8366-4790, Balogun, Muyiwa and Derevyanko, Stanislav (2023) Dual-polarization Hermite-Gaussian-based NFDM transmission system. IEEE Access, 11 . 125692 -125697. ISSN 2169-3536

Albert, Paul (2023) Deep learning for computer vision constrained by limited supervision. PhD thesis, Dublin City University.

Zhang, Lili (2023) From labs to real-world: developing smartphone-based methodologies for enhanced phenotyping of human decision-making in clinical settings. PhD thesis, Dublin City University.

Lyu, Chenyang (2023) Knowledge and pre-trained language models inside and out: a deep-dive into datasets and external knowledge. PhD thesis, Dublin City University.

Bahramyan, Mehran (2023) Molecular dynamics simulation of TWIP-TRIP alloys: plastic deformation mechanisms and machine-learning assisted alloys design. PhD thesis, Dublin City University.

Sweeney, Lorin ORCID: 0000-0002-3427-1250 (2023) More than meets the eye: the conceptual essence of intrinsic memorability. PhD thesis, Dublin City University.

Mullery, Seán (2023) Rethinking auto-colourisation of natural Images in the context of deep learning. PhD thesis, Dublin City University.

Ninh, Van-Tu ORCID: 0000-0003-0641-8806 (2023) Stress detection in lifelog data for improved personalized lifelog retrieval system. PhD thesis, Dublin City University.

Nguyen, An Pham Ngoc, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-9366-5113 (2023) Volatility and returns connectedness in cryptocurrency markets: insights from graph-based methods. Physica A: Statistical Mechanics and its Applications, 632 . ISSN 0378-4371

Jagtap, Aniket, Saripalli, RamaKrishna Venkatesh, Lemley, Joe ORCID: 0000-0002-0595-2313, Shariff, Waseem ORCID: 0000-0001-7298-9389 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Heart rate detection using an event camera. In: 25th IEEE International Symposium on Multimedia, 11-13 Dec 2023, Laguna Hills, CA., USA. (In Press)

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Little, Suzanne ORCID: 0000-0003-3281-3471 and Leavy, Susan ORCID: 0000-0002-3679-2279 (2023) Multimodal Bias: Assessing Gender Bias in Computer Vision Models with NLP Techniques. In: 25th International Conference on Multimodal Interaction (ICMI ’23), October 9–13, 2023, Paris. ISBN 979-8-4007-0055-2/23/10

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Little, Suzanne ORCID: 0000-0003-3281-3471 and Leavy, Susan ORCID: 0000-0002-3679-2279 (2023) Multimodal bias: assessing gender bias in computer vision models with NLP techniques. In: 25th International Conference on Multimodal Interaction (ICMI '23), 9-13 Oct 2023, Paris. ISBN 979-8-4007-0055-2

Al Omoush, Muhammad H. ORCID: 0009-0007-9611-7543, Salih, Sumaia E., Kishore, Sameer ORCID: 0000-0003-2793-0075 and Mehigan, Tracey ORCID: 0000-0002-1728-2134 (2023) Interactive multimodal learning: towards using pedagogical agents for inclusive education. In: IEEE International Humanitarian Technology Conference (IEEE IHTC), 1-3 Nov 2023, Cartagena, Colombia. (In Press)

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Memories in the making: predicting video memorability with encoding phase EEG. In: 20th International Conference on Content-based Multimedia Indexing, 20-22 Sept 2023, Orleans, France.

Lorandi, Michela ORCID: 0000-0002-6131-8763, A.Mohamed,, Maram and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Adapting the CycleGAN architecture for text style transfer. In: Irish Machine Vision and Image Processing Conference 2023, 30 Aug - 01 Sep 2023, Galway, Ireland.

Riaz, Hamza and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Vision based machine learning algorithms for out-of-distribution generalisation. In: Science and Information Conference (SAI 023), 13-14 July 2023, London, UK.

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2023) Students’ learning behaviour in programming education analysis: insights from entropy and community detection. Entropy, 25 (8). pp. 1225-1247. ISSN 1099-4300

Lankford, Seamus, Afli, Haithem ORCID: 0000-0002-7449-4707 and Way, Andy ORCID: 0000-0001-5736-5930 (2023) adaptNMT: an open-source, language-agnostic development environment for neural machine translation. Language Resources and Evaluation, 57 . pp. 1671-1696. ISSN 1574-020X

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Ji, Tianbo ORCID: 0000-0003-0143-6220, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Is a video worth n × n Images? A highly efficient approach to transformer-based video question answering. In: Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP), 10-12 July 2023, Toronto, Canada.

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Moving object path prediction in traffic scenes using contextual information. In: 9th International Conference on Time Series and Forecasting, 12–14 July 2023, Gran Canaria, Spain.

Strods, Deniss and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Enhancing gappy speech audio signals with generative adversarial networks. In: 34th Irish Signals and Systems Conference (ISSC) 2023, 13-14 June 2023, Dublin, Ireland. ISBN 979-8-3503-4057-0

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Yang, Linyi ORCID: 0000-0003-0667-7349, Zhang, Yue ORCID: 0000-0002-5214-2268, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Exploiting rich textual user-product context for improving personalized sentiment analysis. In: Findings of the Association for Computational Linguistics: ACL 2023, 9-14 July 2023, Toronto, Canada.

Popović, Maja ORCID: 0000-0001-8234-8745, Arvan, Mohammad, Parde, Natalie ORCID: 0000-0003-0072-7499 and Belz, Anya ORCID: 0000-0002-0552-8096 (2023) Exploring variation of results from different experimental conditions. In: ACL 2023, 9 - 14 July 2023, Toronto, Canada.

Callan, Dominic ORCID: 0000-0002-9163-1777, Foster, Jennifer ORCID: 0000-0002-7789-4853 and . (2023) How interesting and coherent are the stories generated by a large-scale neural language model? Comparing human and automatic evaluations of machine-generated text. Expert Systems, 40 (6). ISSN 0266-4720

Lorandi, Michela and Belz, Anya (2023) How to control sentiment in text generation: a survey of the state-of-the-art in sentiment-control techniques. In: 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis, 14 July 2023, Toronto, Canada.

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Ji, Tianbo ORCID: 0000-0003-0143-6220, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Semantic-aware dynamic retrospective-prospective reasoning for event-level video question answering. In: ACL 2023 Student Research Workshop, 10-12 July 2023, Toronto, Canada.

Kaundanya, Chinmaya ORCID: 0009-0007-4046-5936 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) Advancing micromobility safety by deploying compressed lane recognition CNN model on low-spec microcontroller unit. In: TinyML EMEA Innovation Forum Conference 2023, 26-28 June 2023, Amsterdam, Netherlands.

Hehir, Colin and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Calculating the matrix profile from noisy data. PLoS One, 18 (6). ISSN 1932-6203

Popović, Maja ORCID: 0000-0001-8234-8745, Vasudevan, Nedumpozhimana ORCID: 0000-0001-5161-8925, Meegan, Gower ORCID: 0000-0002-8438-3998, Sneha, Rautmare, Nishtha, Jain and Kelleher, John D. ORCID: 0000-0001-6462-3248 (2023) Using MT for multilingual covid-19 case load prediction from social media texts. In: 24th Annual Conference of the European Association of Machine Translation 2022 (EAMT 2023), 12-15 Jun 2023, Tampere, Finland. ISBN 978-952-03-2947-1

Raju, Hitesh, Sharma, Ankit, Smeaton, Aoife and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Automatic detection of signalling behaviour from assistance dogs as they forecast the onset of Epileptic seizures in humans. In: The 38th ACM/SIGAPP Symposium on Applied Computing (SAC ’23), 27-30 Mar 2023, Tallinn, Estonia. ISBN 978-1-4503-9517-5

Butler, Conall ORCID: 0009-0006-7703-2758 and Crane, Martin ORCID: 0000-0001-7598-3126 (2023) Blockchain transaction fee forecasting: a comparison of machine learning methods. Mathematics, 11 . ISSN 2227-7390

Gutowska, Małgorzata ORCID: 0000-0002-1724-4912, Little, Suzanne ORCID: 0000-0003-3281-3471 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2023) Constructing a meta-learner for unsupervised anomaly detection. IEEE Access, 11 . pp. 45815-45825. ISSN 2169-3536

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Leavy, Susan ORCID: 0000-0002-3679-2279 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) Multimodal composite association score: measuring gender bias in generative multimodal models. In: Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023), 2 Apr 2023, Dublin, Ireland. ISBN 978-3-031-37248-3

Brennan, Conor ORCID: 0000-0002-0405-3869 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Site-specific deep learning path loss models based on the method of moments. In: 17th European Conference on Antennas and Propagation (EuCAP23), 26 - 31 Mar 2023, Florence, Italy.

Costello, Eamon ORCID: 0000-0002-2775-6006 (2023) ChatGPT and the educational AI chatter: full of bullshit or trying to tell ss something? Postdigital Science and Education . ISSN 2524-4868

Nguyen, Manh-Duy ORCID: 0000-0001-6878-7039, Nguyen, Thanh Binh ORCID: 0000-0001-5249-9702 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2023) HADA: A graph-based amalgamation framework in image-text retrieval. In: European Conference on Information Retrieval (ECIR 2023), 2-6 Apr 2023, Dublin, Ireland. ISBN 978-3-031-28243-0

Walsh, Abigail (2023) The automatic processing of multiword expressions in Irish. PhD thesis, Dublin City University.

Rai, Ayush K., Krishna, Tarun, Dietlmeier, Julia ORCID: 0000-0001-9980-0910, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Motion aware self-supervision for generic event boundary detection. In: IEEE/CVF Winter Conference on Applications of Computer Vision 2023, 3-7 Jan 2023, Waikoloa, Hawaii.

Hu, Feiyan ORCID: 0000-0001-7451-6438, Palazzo, Simone ORCID: 0000-0002-2441-0982, Proietto Salanitri, Federica ORCID: 0000-0002-6122-4249, Bellitto, Giovanni, Moradi, Morteza, Spampinato, Concetto ORCID: 0000-0001-6653-2577 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) TinyHD: Efficient video saliency prediction with heterogeneous decoders using hierarchical maps distillation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023, 3-7 Jan 2023, Waikoloa, Hawaii.

Muli, Carlos, Park, Sangyoung and Liu, Mingming ORCID: 0000-0002-8988-2104 (2023) A comparative study on energy consumption models for drones. In: 5th Global IoT Summit 2022, 20-22 June 2022, Dublin, Ireland. ISBN 978-3031209352

Kaundanya, Chinmaya and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) AI-based lane recognition for micromobility users using neural network compression techniques and a low-spec microcontroller unit. In: TinyML EMEA Innovation Forum Conference 2023, 26-28 June 2023, Amsterdam, Netherlands.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Garcia-Cabrera, Carles ORCID: 0000-0001-8139-9647, Hashmi, Anam, Curran, Kathleen M. ORCID: 0000-0003-0095-9337 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Cardiac MRI reconstruction from undersampled k-space using double-stream IFFT and a denoising GNA-UNET pipeline. In: MICCAI STACOM CMRxRecon challenge workshop, 12 Oct 2023, Vancouver, Canada. (In Press)

Liu, Xiao, Mileo, Alessandra ORCID: 0000-0002-6614-6462 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Defect classification in additive manufacturing using CNN-based vision processing. In: 25th Irish Machine Vision and Image Processing Conference, 30 Aug - 1 Sept 2023, Galway, Ireland.

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Diffusing surrogate dreams of video scenes to predict video memorability. In: MediaEval’22: Multimedia Evaluation Workshop, 13–15 Jan 2023, Bergen, Norway and Online.

Cowap, Alan ORCID: 0000-0002-6300-6034, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Do stochastic parrots have feelings too? Improving neural detection of synthetic text via emotion recognition. In: 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP Findings, 6-10 Dec 2023, Singapore.

Riaz, Hamza and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Domain generalisation with bidirectional encoder representations from vision transformers. In: 25th Irish Machine Vision and Image Processing Conference, 30 Aug - 1 Sept 2023, Galway, Ireland.

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Constantin, Mihai Gabriel ORCID: 0000-0002-2312-6672, Demarty, Claire-Hélène, Fosco, Camilo, García Seco de Herrera, Alba ORCID: 0000-0002-6509-5325, Halder, Sebastian, Healy, Graham ORCID: 0000-0001-6429-6339, Ionescu, Bogdan, Matran-Fernandez, Ana ORCID: 0000-0002-8409-3747, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Suntana, Mushfika (2023) Overview of the MediaEval 2022 predicting video memorability task. In: MediaEval’22: Multimedia Evaluation Workshop, 13–15 Jan 2023, Bergen, Norway & Online.

Mahajani, Siddhant Jaydeep, Srivastava, Shashank and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) A comparison of lexicon-based and ML-based sentiment analysis: are there outlier words? In: 31st Irish Conference on Artificial Intelligence and Cognitive Science, 7-8 Dec 2023, Letterkenny, Ireland. (In Press)

Mille, Simon ORCID: 0000-0002-8852-2764, Ricci, Josep, Shvets, Alexander ORCID: 0000-0002-8370-2109 and Belz, Anya ORCID: 0000-0002-0552-8096 (2023) A pipeline for extracting abstract dependency templates for data-to-text natural language generation. In: Seventh International Conference on Dependency Linguistics (Depling, GURT/SyntaxFest 2023), 9-12 Mar 2023, Washington, D.C..

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Dorosti, Shadi, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Caputo, Annalina ORCID: 0000-0002-7144-8545, Babaee Tirkolaee, Erfan ORCID: 0000-0003-1664-9210, Samar Ali, Sadia, Arshadi, Zahra and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Breast tumor localization and segmentation using machine learning techniques: overview of datasets, findings, and methods. Computers in Biology and Medicine, 152 . ISSN 0010-4825

Liu, Xiao, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2022) An adaptive human-in-the-loop approach to emission detection of Additive Manufacturing processes and active learning with computer vision. In: 6th IEEE Workshop on Human-in-the-Loop Methods and Future of Work in BigData (IEEE HMData 2022), 17 Dec 2022, Osaka, Japan. ISBN 978-1-6654-8045-1

Nguyen, Hoa, Zhu, Shaoshu and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) Graph-PHPA: graph-based proactive horizontal pod autoscaling for microservices using LSTM-GNN. In: 11th IEEE International Conference on Cloud Networking 2022, 7–10 Nov 2022, Paris.

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Caputo, Annalina ORCID: 0000-0002-7144-8545, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Babaee Tirkolaee, Erfan ORCID: 0000-0003-1664-9210 and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Brain tumor segmentation of MRI images: a comprehensive review on the application of artificial intelligence tools. Computers in Biology and Medicine, 152 . ISSN 0010-4825

Huidrom, Rudali ORCID: 0000-0003-0630-3603 and Belz, Anya ORCID: 0000-0002-0552-8096 (2022) A survey of recent error annotation schemes for automatically generated text. In: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (GEM), 7 Dec 2022, Abu Dhabi, UAE and Online.

Nguyen, Hoa, Zhu, Shaoshu and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) A Survey on graph neural networks for microservice-based cloud applications. Sensors, 22 (23). ISSN 1424-8220

García Seco de Herrera, Alba ORCID: 0000-0002-6509-5325, Constantin, Mihai Gabriel ORCID: 0000-0002-2312-6672, Demarty, Claire-Hélène, Fosco, Camilo, Halder, Sebastian ORCID: 0000-0003-1017-3696, Healy, Graham ORCID: 0000-0001-6429-6339, Ionescu, Bogdan, Matran-Fernandez, Ana ORCID: 0000-0002-8409-3747, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Sultana, Mushfika and Sweeney, Lorin ORCID: 0000-0002-3427-1250 (2022) Experiences from the MediaEval predicting media memorability task. In: The NeurIPS Memory in Artificial and Real Intelligence (MemARI) Workshop, 2 Dec 2022, New Orleans, USA.

Kocmi, Tom ORCID: 0000-0002-7993-9859, Bawden, Rachel ORCID: 0000-0001-9553-1768, Bojar, Ondřej ORCID: 0000-0002-0606-0050, Dvorkovich, Anton ORCID: 0000-0003-1190-3582, Federmann, Christian, Fishel, Mark ORCID: 0000-0003-1932-2600, Gowda, Thamme ORCID: 0000-0001-5422-8674, Graham, Yvette, Grundkiewicz, Roman, Haddow, Barry, Knowles, Rebecca ORCID: 0000-0001-5686-8966, Koehn, Philipp ORCID: 0000-0003-1565-064X, Monz, Christof ORCID: 0000-0003-1872-1888, Morishita, Makoto, Nagata, Masaaki, Nakazawa, Toshiaki, Novák, Michal ORCID: 0000-0002-0420-7127, Popel, Martin ORCID: 0000-0002-3628-8419, Popović, Maja ORCID: 0000-0001-8234-8745 and Shmatova, Mariya (2022) Findings of the 2022 Conference on Machine Translation (WMT22). In: Seventh Conference on Machine Translation (WMT), 7-8 Dec 2022, Abu Dhabi, United Arab Emirates.

Abgaz, Yalemisew ORCID: 0000-0002-3887-5342 (2022) Is your cultural heritage collection AI ready? A methodology for semantic enrichment of cultural images and photographs. In: 17th Image and Research Conference 2022, 16-19 Nov 2022, Girona, Catalonia. ISBN 978-84-8496-308-0

Wu, Hongde and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) Lane-GNN: integrating GNN for predicting drivers’ lane change intention. In: 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022), 8-12 Oct 2022, Macau, China.

Elder, Henry (2022) Building reliable surface realization systems with sentence plans. PhD thesis, Dublin City University.

Dorn, Amlie, Rocha Souza, Renato, Koch, Gerda, Methuku, Japesh and Abgaz, Yalemisew ORCID: 0000-0002-3887-5342 (2022) Classification of Historic Food Images: A pilot experiment on the example of the ChIA project. In: Proceedings of the International Conference on Cultural Heritage and New Technologies, Nov 2020, Vienna.

Mai, Tai Tan ORCID: 0000-0001-6657-0872 (2022) Education as a complex system: an investigation of students’ learning behaviours in programming education using complexity approaches. PhD thesis, Dublin City University.

Lillis, Clare (2022) Exploring machine learning, real-time bio-feedback, and inertial sensor accuracy for the prevention of running-related injuries. PhD thesis, Dublin City University.

Ji, Tianbo ORCID: 0000-0003-0143-6220 (2022) Human evaluation and statistical analyses on machine reading comprehension, question generation and open-domain dialogue. PhD thesis, Dublin City University.

Ballas, Camille (2022) Inducing sparsity in deep neural networks through unstructured pruning for lower computational footprint. PhD thesis, Dublin City University.

Barry, James ORCID: 0000-0003-3051-585X (2022) Investigating multilingual approaches for parsing universal dependencies. PhD thesis, Dublin City University.

Wu, Hongde ORCID: 0000-0002-2038-1002 (2022) Topics in Deep Learning and Optimization Algorithms for IoT Applications in Smart Transportation. Master of Engineering thesis, Dublin City University.

Munirathnam G., Venkatesh ORCID: 0000-0002-4393-9267, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2022) Incorporating spatio-temporal information in Frustum-ConvNet for improved 3D object detection in instrumented vehicles. In: 10th European Workshop on Visual Information Processing (EUVIP), 11-14 Sept 2022, Lisbon Portugal. ISBN 978-1-6654-6623-3

Lebron Casas, Luis ORCID: 0000-0002-3230-3589, Graham, Yvette, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Evaluation of automatically generated video captions using vision and language models. In: IEEE International Conference on Image Processing (ICIP), 16-19 Oct 2022, Bordeaux, France. ISBN 978-1-6654-9620-9

Vining, Rebecca ORCID: 0000-0002-2715-8129, McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656, Ward, Marie E. ORCID: 0000-0002-6638-8461, Doyle, Brian ORCID: 0000-0002-9106-9526, Liang, Junli, Hernandez, Julio ORCID: 0000-0003-1347-9631, Guilfoyle, John, Shuhaiber, Arwa, Geary, Una, Fogarty, Mary and Brennan, Rob ORCID: 0000-0001-8236-362X (2022) Developing a framework for trustworthy AI-supported knowledge management in the governance of risk and change. In: 24th International Conference on Human-Computer Interaction (HCI'22), 26 Jun - 1 Jul 2022, Virtual. ISBN 978-3-031-17614-2

Nguyen, An Pham Ngoc, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2022) The cryptocurrency market in transition before and after COVID-19: an opportunity for investors? Entropy, 24 (9). pp. 1-28. ISSN 1099-4300

Cummins, Seán, Sweeney, Lorin ORCID: 0000-0002-3427-1250 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Analysing the memorability of a procedural crime-drama TV series, CSI. In: 19th International Conference on Content-based Multimedia Indexing, CBMI 2022, September 14–16, 2022, Graz, Austria. ISBN 978-1-4503-9720-9

Ur Rahman, Shams, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Lemley, Joe ORCID: 0000-0002-0595-2313 and Healy, Graham ORCID: 0000-0001-6429-6339 (2022) Using pre-stimulus EEG to predict driver reaction time to road events. In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 11-15 July 2022, Glasgow, Scotland.

Verma, Kanishk ORCID: 0000-0001-7172-4098, Popović, Maja ORCID: 0000-0001-8234-8745, Poulis, Alexandros, Cherkasova, Yelena, Ó hÓbáin, Cathal, Mazzone, Angela ORCID: 0000-0002-5858-8033, Milosevic, Tijana ORCID: 0000-0003-1502-7479 and Davis, Brian ORCID: 0000-0002-5759-2655 (2022) Leveraging machine translation for cross-lingual fine-grained cyberbullying classification amongst pre-adolescents. Natural Language Engineering, 29 (6). ISSN 1351-3249

Azcona, David ORCID: 0000-0003-3693-7906 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Brand recommendations for cold-start problems using brand embeddings. In: SAI Intelligent Systems Conference, 1-2 Sept 2022, Amsterdam, the Netherlands. ISBN 978-3-031-16074-5

Lohar, Pintu ORCID: 0000-0002-5328-1585, Popović, Maja ORCID: 0000-0001-8234-8745 and Habruseva, Tanya (2022) Building machine translation system for software product descriptions using domain-specific sub-corpora extraction. In: 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 12-16 Sept 2022, Orlando, FL, USA.

Van Ninh, Tu, Manh Nguyen, Duy ORCID: 0000-0001-6878-7039, Smyth, Sinéad ORCID: 0000-0003-3460-3590, Tran, Minh-Triet ORCID: 0000-0003-3046-3041, Healy, Graham ORCID: 0000-0001-6429-6339, Nguyen, T. Binh and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2022) An improved subject-independent stress detection model applied to consumer-grade wearable devices. In: International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems of Applied Intelligent Systems, 19 – 22 July 2022, Kitakyushu, Japan. ISBN 978-3-031-08529-1

Cortis, Keith ORCID: 0000-0002-9748-0340 (2022) Multidimensional opinion mining from social data. PhD thesis, Dublin City University.

Wu, Hongde ORCID: 0000-0002-2038-1002, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Bruton, Jennifer ORCID: 0000-0001-5788-7579, Hall, Amy ORCID: 0000-0002-3461-2385 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) Real-time anomaly detection for an ADMM-based optimal transmission frequency management system for IoT devices. Sensors, 22 (16). ISSN 1424-8220

Barboza, Matheus Félix Xavier ORCID: 0000-0003-0912-7705, Monteiro, Kayo Henrique de Carvalho ORCID: 0000-0002-7153-9906, Rodrigues, Iago Richard ORCID: 0000-0002-8242-9059, Santos, Guto Leoni ORCID: 0000-0002-0257-4214, Monteiro, Wuelton Marcelo ORCID: 0000-0002-0848-1940, Figueira, Elder Augusto Guimaraes ORCID: 0000-0001-5512-3786, Sampaio, Vanderson de Souza ORCID: 0000-0001-7307-8851, Lynn, Theo ORCID: 0000-0001-9284-7580 and Endo, Patricia Takako ORCID: 0000-0002-9163-5583 (2022) Prediction of malaria using deep learning models: a case study on city clusters in the state of Amazonas, Brazil, from 2003 to 2018. Revista da Sociedade Brasileira de Medicina Tropical, 55 . ISSN 0037-8682

Rhodes, Victoria ORCID: 0000-0002-6638-5981, Maguire, Maureen, Shetty, Meghana, McAloon, Conor ORCID: 0000-0002-4984-4031 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Periodicity intensity of the 24 h Circadian Rhythm in newborn calves show indicators of herd welfare. Sensors, 22 (15). ISSN 1424-8220

Krishna, Tarun, Rai, Ayush K., Djilali, Yasser Abdelaziz Dahou, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Dynamic channel selection in self-supervised learning. In: Irish Machine Vision and Image Processing Conference 2022, 31 Aug - 2 Sept 2022, Belfast. ISBN 978-0-9934207-7-1

Mohanty, Anwesha ORCID: 0000-0002-9975-8705, Sutherland, Alistair, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Javidnia, Hossein ORCID: 0000-0002-5640-4798 (2022) Towards Synthetic Generation of Clinical Rosacea Images with GAN Models. In: 33rd Irish Signals and Systems Conference (ISSC) 2022, 9-10 June 2022, Cork, Ireland. ISBN 978-1-6654-5227-4

Belz, Anya ORCID: 0000-0002-0552-8096, Shimorina, Anastasia, Popović, Maja ORCID: 0000-0001-8234-8745 and Reiter, Ehud ORCID: 0000-0002-7548-9504 (2022) The 2022 ReproGen shared task on reproducibility of evaluations in NLG: overview and results. In: 15th International Conference on Natural Language Generation: Generation Challenges, 17-22 July 2022, Waterville, ME, USA.

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian ORCID: 0000-0003-2518-0274, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Aisling (2022) Utilizing unsupervised learning to improve sward content prediction and herbage mass estimation. In: 29th EGF General Meeting 2022, 26-30 June 2022, Caen, France. ISBN 978-2-7380-1445-0

Walsh, Abigail, Lynn, Teresa and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2022) A BERT's eye view: identification of Irish multiword expressions using pre-trained language models. In: 18th Workshop on Multiword Expressions @LREC2022, 25 June 2023, Marseille, France.

Lebron, Luis ORCID: 0000-0002-3230-3589, Graham, Yvette, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Kouramas, Konstantinos and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) BERTHA: Video captioning evaluation via transfer-learned human assessment. In: 13th Edition of its Language Resources and Evaluation Conference, 21--23 June 2022, Marseille, France.

Arazo, Eric, Aly, Robin ORCID: 0000-0002-6787-0911 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Segmentation enhanced lameness detection in dairy cows from RGB and depth video. In: Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals), conference of Computer Vision and Pattern Recognition (CVPR), 20 June 2022, New Orleans, USA.

Nguyen, Manh-Duy ORCID: 0000-0001-6878-7039, Nguyen, Thao-Nhu ORCID: 0000-0003-1356-9434, Nguyen, Binh T., Caputo, Annalina ORCID: 0000-0002-7144-8545 and Cathal, Gurrin ORCID: 0000-0003-2903-3968 (2022) DCU Team at the NTCIR-16 RCIR Task. In: NTCIR 16 Conference: Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, 14-17 June 2022, Tokyo, Japan.

Bowe, Andrea K. ORCID: 0000-0002-1874-234X, Lightbody, Gordon ORCID: 0000-0002-8155-0826, Staines, Anthony ORCID: 0000-0001-9161-1357 and Murray, Deirdre M. ORCID: 0000-0002-2201-9912 (2022) Big data, machine learning, and population health: predicting cognitive outcomes in childhood. Pediatric Research, 93 . pp. 300-307. ISSN 0031-3998

Jain, Nishtha, Popović, Maja ORCID: 0000-0001-8234-8745, Groves, Declan and Specia, Lucia ORCID: 0000-0002-5495-3128 (2022) Leveraging pre-trained language models for gender debiasing. In: 13th Language Resources and Evaluation Conference, 20-25 June 2022, Marseille, France.

Brkić Bakarić, Marija ORCID: 0000-0003-4079-4012, Načinović Prskalo, Lucia ORCID: 0000-0002-8832-2527 and Popović, Maja ORCID: 0000-0001-8234-8745 (2022) A general framework for detecting metaphorical collocations. In: 18th Workshop on Multiword Expressions @LREC2022, Marseille, France.

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Graham, Yvette ORCID: 0000-0001-6741-4855 (2022) Extending the scope of out-of-domain: examining QA models in multiple subdomains. In: Third Workshop on Insights from Negative Results in NLP, 26 May 2022, Dublin, Ireland.

Cassidy, Lauren, Lynn, Teresa, Barry, James and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2022) TwittIrish: a universal dependencies treebank of Tweets in modern Irish. In: 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 22-27 May 2022, Dublin, Ireland.

Belz, Anya ORCID: 0000-0002-0552-8096, Popović, Maja ORCID: 0000-0001-8234-8745 and Mille, Simon ORCID: 0000-0002-8852-2764 (2022) Quantified reproducibility assessment of NLP results. In: 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 22-27 May 2022, Dublin, Ireland.

Zhao, Huali, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2022) Attention! Transformer with sentiment on cryptocurrencies price prerediction. In: 7th International Conference on Complexity, Future Information Systems and Risk (COMPLEXIS 2022), 23-24 April 2022, Online. ISBN 978-989-758-565-4

Mohanty, Anwesha ORCID: 0000-0002-9975-8705, Sutherland, Alistair, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Javidnia, Hossein ORCID: 0000-0002-5640-4798 (2022) Skin disease analysis with limited data in particular Rosacea: a review and recommended framework. IEEE Access, 10 . pp. 39045-39068. ISSN 2169-3536

Doğu, Merve Nur ORCID: 0000-0003-1843-6040, McCarthy, Éanna, McCann, Ronán ORCID: 0000-0002-2071-0785, Mahato, Vivek, Caputo, Annalina ORCID: 0000-0002-7144-8545, Bambach, Markus, Ahad, Inam Ul ORCID: 0000-0002-3802-6156 and Brabazon, Dermot ORCID: 0000-0003-3214-6381 (2022) Digitisation of metal AM for part microstructure and property control. International Journal of Material Forming, 15 . ISSN 1960-6206

Baseri Saadi, Soroush, Tataei Sarshar, Nazanin ORCID: 0000-0002-3374-6859, Sadeghi, Soroush, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Forooshani, Mersedeh Kooshki and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Investigation of effectiveness of shuffled frog-leaping optimizer in training a convolution neural network. Journal of Healthcare Engineering, 2022 . ISSN 2040-2295

Tran, Ly-Duyen ORCID: 0000-0003-2903-3968, Ho, Thanh Cong, Pham, Lan Anh, Nguyen, Binh, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Zhou, Liting ORCID: 0000-0002-7778-8743 (2022) LLQA-Lifelog question answering dataset. In: 28th International Conference on Multimedia Modeling: MMM 2022, 6 - 10 June 2022, Phu Quoc, Vietnam. ISBN 978-3-030-98358-1

Wang, Zhengwei ORCID: 0000-0001-7706-553X, O'Dwyer, Kevin ORCID: 0000-0001-7405-9679, Muddiman, Ryan ORCID: 0000-0001-9369-749X, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Camp Jr., Charles H. ORCID: 0000-0002-5805-1842 and Hennelly, Bryan ORCID: 0000-0003-1326-9642 (2022) VECTOR: Very deep convolutional autoencoders for non-resonant background removal in broadband coherent anti-Stokes Raman scattering. Journal of Raman Spectroscopy, 53 (6). pp. 1081-1093. ISSN 0377-0486

Zhang, Dian ORCID: 0000-0001-5659-5865, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Simpson, André J., Cao, Chunjie, Little, Suzanne ORCID: 0000-0003-3281-3471 and Wu, Bing ORCID: 0000-0002-2739-5124 (2022) Coastal fisheries resource monitoring through a deep learning-based underwater video analysis. Estuarine, Coastal and Shelf Science, 269 . ISSN 0272-7714

Moreu, Enric, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Synthetic data for unsupervised polyp segmentation. In: 29th Irish Conference on Artificial Intelligence and Cognitive Science, 9-10 Dec 2021, Dublin, Ireland.

Albert, Paul, Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Addressing out-of-distribution label noise in webly-labelled data. In: Winter Conference on Applications of Computer Vision (WACV), 4-8 Jan 2022, Kona, Hawaii.

Kumar, Satish, Sharma, Dipasha, Rao, Sandeep ORCID: 0000-0001-7752-4492, Weng Marc, Lim and Mangla, Sachin (2022) Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly research. Annals of Operations Research . ISSN 0254-5330

Dowling, Meghan ORCID: 0000-0003-1637-4923 (2022) An investigation of English-Irish machine translation and associated resources. PhD thesis, Dublin City University.

Fernandez Roblero, Jaime Boanerjes (2022) Moving object path prediction for traffic scenes. PhD thesis, Dublin City University.

Arazo Sánchez, Eric (2022) Visual representation learning with deep neural networks under label and budget constraints. PhD thesis, Dublin City University.

Ribeiro, Andrea Maria N. C. ORCID: 0000-0002-6697-5412, Carmo, Pedro Rafael X. do ORCID: 0000-0002-7952-3239, Endo, Patricia Takako ORCID: 0000-0002-9163-5583, Rosati, Pierangelo ORCID: 0000-0002-6070-0426 and Lynn, Theo ORCID: 0000-0001-9284-7580 (2022) Short- and very short-term firm-level load forecasting for warehouses: a comparison of machine learning and deep learning models. Energies, 15 (3). ISSN 1996-1073

Merrigan, Andrew and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Using a GAN to generate adversarial examples to facial image recognition. In: Electronic Imaging 2022, 16-20 Jan 2022, San Francisco, USA.

Rogério da Silva Neto, Sebastião ORCID: 0000-0001-8109-697X, Oliveira, Thomás Tabosa ORCID: 0000-0001-8224-5922, Teixeira, Igor Vitor, Aguiar de Oliveira, Samuel Benjamin ORCID: 0000-0002-4821-8100, Sampaio, Vanderson Souza ORCID: 0000-0001-7307-8851, Lynn, Theo ORCID: 0000-0001-9284-7580 and Endo, Patricia Takako ORCID: 0000-0002-9163-5583 (2022) Machine learning and deep learning techniques to support clinical diagnosis of arboviral diseases: asystematic review. PLOS Neglected Tropical Diseases, 16 (1). ISSN 1935-2735

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Hu, Feiyan ORCID: 0000-0001-7451-6438, Ryan, Frances, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Improving person re-identification with temporal constraints. In: Real Word Surveillance workshop at WACV2022, 8 Jan 2022, Waikoloa, Hawaii.

Maniparambil, Mayug ORCID: 0000-0002-9976-1920, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Base transformers: attention over base data-points for one shot learning. In: 33rd British Machine Vision Conference, 21-24 Nov 2022, London.

Manjunath, Sharath Madhu ORCID: 0000-0002-1894-5331, Gurjar, Manju, O'Kane, Neil, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Gualano, Leonardo (2022) Detection of covid 19 from an imbalanced chest x-ray image data set. In: 29th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2021), 9-10 Dec 2021, Dublin, Ireland (Online).

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Hu, Feiyan ORCID: 0000-0001-7451-6438, Ryan, Frances, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Improving person re-Identification with temporal constraints. In: Real World Surveillance: Applications and Challenges (RWS) workshop at WACV 2022, 8 Jan 2022, Waikoloa, Hawaii.

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Mac Namee, Brian, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation. In: Agriculture-Vision: 3rd International Workshop and Prize Challenge at CVPR 2022, 19 - 24 June 2022, New Orleans, USA. (In Press)

Kiziltepe, Rukiye Savran ORCID: 0000-0002-3862-7621, Constantin, Mihai Gabriel ORCID: 0000-0002-2312-6672, Demarty, Claire-Hélène, Healy, Graham ORCID: 0000-0001-6429-6339, Fosco, Camilo, García Seco de Herrera, Alba ORCID: 0000-0002-6509-5325, Halder, Sebastian ORCID: 0000-0003-1017-3696, Ionescu, Bogdan, Matran-Fernandez, Ana ORCID: 0000-0002-8409-3747, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Sweeney, Lorin ORCID: 0000-0002-3427-1250 (2021) Overview of The MediaEval 2021 Predicting Media Memorability Task. In: MediaEval: MediaEval Benchmarking Initiative for Multimedia Evaluation, 2021, 13-15 Dec 2021, Online.

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) Predicting media memorability: comparing visual, textual and auditory features. In: MediaEval 2021 Multimedia Benchmark, 13-15 Dec 2021, Online.

Kiziltepe, Rukiye Savran, Sweeney, Lorin ORCID: 0000-0002-3427-1250, Constantin, Mihai Gabriel ORCID: 0000-0002-2312-6672, Doctor, Faiyaz ORCID: 0000-0002-8412-5489, García Seco de Herrera, Alba ORCID: 0000-0002-6509-5325, Demarty, Claire-Hélène, Healy, Graham ORCID: 0000-0001-6429-6339, Ionescu, Bogdan and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) An annotated video dataset for computing video memorability. Data In Brief, 39 . ISSN 2352-3409

McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656, Vining, Rebecca ORCID: 0000-0002-2715-8129, Doyle, Brian ORCID: 0000-0002-9106-9526, Liang, Junli, Ward, Marie E. ORCID: 0000-0002-6638-8461, Ulfvengren, Pernilla ORCID: 0000-0002-9709-540X, Geary, Una, Guilfoyle, John, Shuhaiber, Arwa, Hernandez, Julio ORCID: 0000-0003-1347-9631, Fogarty, Mary, Healy, Una, Tallon, Christopher and Brennan, Rob ORCID: 0000-0001-8236-362X (2021) Evaluation of an Access-Risk-Knowledge (ARK) Platform for Governance of Risk and Change in Complex Socio-Technical systems. International Journal of Environmental Research and Public Health, 18 (23). ISSN 1660-4601

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) Computer vision for supporting image search. In: Advances in Visual Informatics, IVIC 2021, 23-25 November, 2021, Kuala Lumpar, Malaysia. ISBN 978-3-030-90234-6

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Shang, Lifeng, Graham, Yvette ORCID: 0000-0001-6741-4855, Foster, Jennifer ORCID: 0000-0002-7789-4853, Jiang, Xin ORCID: 0000-0002-9117-8247 and Liu, Qun ORCID: 0000-0002-7000-1792 (2021) Improving unsupervised question answering via summarization-informed question generation. In: 2021 Conference on Empirical Methods in Natural Language Processing, 7-11 Nov 2021, Punta Cana, Dominican Republic & Online.

Prakash, Satya ORCID: 0000-0003-3977-4858, Berry, Donagh P., Roantree, Mark ORCID: 0000-0002-1329-2570, Onibonoje, Oluwadurotimi ORCID: 0000-0002-6607-8623, Gualano, Leonardo, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) Using artificial intelligence to automate meat cut Identification from the semimembranosus muscle on beef boning lines. Journal of Animal Science, 99 (12). ISSN 0021-8812

Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, Albert, Paul, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) Multi-objective interpolation training for robustness to label noise. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 20-25 June 2021, Nashville, TN, USA + Virtual.

Xing, Congcong (2021) A methodology for automating graph construction and evaluation. Master of Science thesis, Dublin City University.

Dzendzik, Daria, Vogel, Carl ORCID: 0000-0001-8928-8546 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2021) English machine reading comprehension datasets: a survey. In: 2021 Conference on Empirical Methods in Natural Language Processing, 7-11 Nov 2021, Punta Cana, Dominican Republic & Online.

Eric, Arazo, Diego, Ortego ORCID: 0000-0002-1011-3610, Paul, Albert, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Kevin, McGuinness ORCID: 0000-0003-1336-6477 (2021) How important is importance sampling for deep budgeted training? In: 32nd British Machine Vision Conference (BMVC) 2021, 22 - 25 Nov 2021, Virtual conference.

Sen, Procheta (2021) Proactive information retrieval. PhD thesis, Dublin City University.

Wagner, Joachim ORCID: 0000-0002-8290-3849 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2021) Revisiting tri-training of dependency parsers. In: 2021 Conference on Empirical Methods in Natural Language Processing, 7-11 Nov 2021, Online and Punta Cana, Dominican Republic.

Trinh, Nam ORCID: 0000-0003-0307-3793 (2021) Semi-supervised learning with generative models for pathological speech classification. Master of Science thesis, Dublin City University.

Alli, Muhammad ORCID: 0000-0003-2551-7236 (2021) Vacuum ultraviolet laser induced breakdown spectroscopy (VUV-LIBS) for pharmaceutical analysis. PhD thesis, Dublin City University.

Chen, Zhengyong, Wu, Hongde ORCID: 0000-0002-2038-1002, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2021) A comparative study of using spatial-temporal graph convolutional networks for predicting availability in bike sharing schemes. In: 24th IEEE International Conference on Intelligent Transportation - ITSC2021, 19-22 Sept 2021, Indianapolis, IN, USA.

Han, Lifeng ORCID: 0000-0002-3221-2185 (2021) Meta-evaluation of machine translation evaluation methods. In: Workshop on Informetric and Scientometric Research (SIG-MET), 23 -24 Oct 2021, Salt Lake City/Online.

Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, Pereira, Bianca and Little, Suzanne ORCID: 0000-0003-3281-3471 (2021) Urban footpath image dataset to assess pedestrian mobility. In: UrbanMM-21, 20–24 Oct 2021, Chengdu, China (Online). ISBN 978-1-4503-8669-2/21/10

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian ORCID: 0000-0003-2518-0274, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, O'Connor, Aisling, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Semi-supervised dry herbage mass estimation using automatic data and synthetic images. In: Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA), 11 Oct 2021, Virtual.

Gu, Yingqi ORCID: 0000-0001-5807-6102, Zalkikar, Akshay, Liu, Mingming ORCID: 0000-0002-8988-2104, Kelly, Lara, Hall, Amy ORCID: 0000-0002-3461-2385, Daly, Kieran and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Predicting medication adherence using ensemble learning and deep learning models with large scale healthcare data. Scientific Reports, 11 . ISSN 2045-2322

Nguyen, Manh-Duy ORCID: 0000-0001-6878-7039, Nguyen, Binh T. and Cathal, Gurrin ORCID: 0000-0003-4395-7702 (2021) A deep local and global scene-graph matching for image-text retrieval. In: International Conference on Intelligent Software Methodologies, Tools and Techniques (SOMET'2021), 21-23 Sept 2021, Mexico City. ISBN 978-1-64368-195-5

Albert, Paul, Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuiness, Kevin ORCID: 0000-0003-1336-6477 (2021) ReLaB: reliable label bootstrapping for semi-supervised learning. In: International Joint Conference on Neural Networls (IJCNN), 18-22 July 2021, Shenzhen, China (Online).

Sudharsan, Bharath ORCID: 0000-0001-5906-113X, Patel, Pankesh ORCID: 0000-0001-5973-4197, Breslin, John G. ORCID: 0000-0001-5790-050X and Ali, Muhammad Intizar ORCID: 0000-0002-0674-2131 (2021) Enabling machine learning on the edge using SRAM conserving efficient neural networks execution approach. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2021, 13-17 Sept 2021, Bilbao, Spain. ISBN 978-3-030-86516-0

Quinn, Sean ORCID: 0000-0003-0807-1076, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2021) An experimental comparison of knowledge transfer algorithms in deep neural networks. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Greene, Richard and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) CLADA: Contrastive Learning for Adversarial Domain Adaptation. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Kaushik, Abhishek ORCID: 0000-0002-3329-1807 (2021) Examining the potential for enhancing User experience in exploratory search using conversational agent support. PhD thesis, Dublin City University.

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2021) Learning behaviours data in programming education: community analysis and outcome prediction with cleaned data. Future Generation Computer Systems, 127 . pp. 42-55. ISSN 0167-739X

Garcia-Cabrera, Carles, Curran, Kathleen M. ORCID: 0000-0003-0095-9337, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Semi-supervised learning of cardiac MRI using image registration. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) Lifelogging as a memory prosthetic. In: LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge, August 2021, Taipei, Taiwan. ISBN 978-1-4503-8533-6

Erofeev, Gleb, Sorokina, Irina, Han, Lifeng ORCID: 0000-0002-3221-2185 and Gladkoff, Serge (2021) cushLEPOR uses LABSE distilled knowledge to improve correlation with human translation evaluations. In: Machine Translation Summit 2021, 16-20 Aug 2021, USA (online).

Lankford, Séamus, Afli, Haithem ORCID: 0000-0002-7449-4707 and Way, Andy ORCID: 0000-0001-5736-5930 (2021) Transformers for low-resource languages: is féidir linn! In: Machine Translation Summit XVIII: Research Track, 16 - 20 Aug 2021, Virtual.

Bendechache, Malika ORCID: 0000-0003-0069-1860, Lohar, Pintu ORCID: 0000-0002-5328-1585, Xie, Guodong ORCID: 0000-0003-0037-8495, Brennan, Rob ORCID: 0000-0001-8236-362X, Trestian, Ramona ORCID: 0000-0003-3315-3081, Celeste, Edoardo ORCID: 0000-0003-1984-4142, Kapanova, Kristina, Jayasekera, Evgeniia and Tal, Irina ORCID: 0000-0001-9656-668X (2021) Public attitudes towards privacy in COVID-19 times in the Republic of Ireland: a pilot study. Information Security Journal, 30 (5). pp. 281-293. ISSN 1939-3555

Jain, Nishtha, Popović, Maja ORCID: 0000-0001-8234-8745, Groves, Declan and Vanmassenhove, Eva ORCID: 0000-0003-1162-820X (2021) Generating gender augmented data for NLP. In: 3rd Workshop on Gender Bias in Natural Language Processing, 5 Aug 2021, Online.

Popović, Maja ORCID: 0000-0001-8234-8745 and Belz, Anya ORCID: 0000-0002-0552-8096 (2021) A reproduction study of an annotation-based human evaluation of MT outputs. In: 14th International Conference on Natural Language Generation, 20-24 Sept 2021, Aberdeen, Scotland.

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark ORCID: 0000-0002-1329-2570, Cappellari, Paolo, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) A methodology for validating diversity in synthetic time series generation. MethodsX . ISSN 2215-0161

Biswas, Baidyanath ORCID: 0000-0002-0609-3530, Mukhopadhyay, Arunabha ORCID: 0000-0003-1455-5587, Bhattacharjee, Sudip ORCID: 0000-0002-1887-721X, Kumar, Ajay and Delen, Dursun ORCID: 0000-0001-8857-5148 (2021) A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums. Decision Support Systems, 152 . ISSN 0167-9236

Cartwright, Eoin, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. (2021) Financial time series: market analysis techniques based on matrix profiles. Engineering Proceedings, 5 (1). pp. 1-17. ISSN 2673-4591

Barton, Sinead ORCID: 0000-0003-4915-7335, Alakkari, Salaheddin, O'Dwyer, Kevin ORCID: 0000-0001-7405-9679, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Hennelly, Bryan ORCID: 0000-0003-1326-9642 (2021) Convolution network with custom loss function for the denoising of low SNR Raman spectra. Sensors, 21 (14). ISSN 1424-8220

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2021) Towards design principles for user-centric explainable AI in fraud detection. In: International Conference on Human-Computer Interaction HCII 2021, 24-29 July 2021, Washington, DC, USA. ISBN 978-3-030-77772-2

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2021) Education as a complex system: using physic methods for the analysis of students' learning behaviours in the context of programming education. In: 11th Polish Symposium on Physics in Economy and Social Sciences, 1-3 July 2021, Krakow, Poland (Online).

Lankford, Séamus and Grimes, Diarmuid ORCID: 0000-0001-5551-6504 (2021) Enhanced neural architecture search using super learner and ensemble approaches. In: 2nd Asia Service Sciences and Software Engineering Conference (ASSE '21: 2021), 24 - 26 Feb 2021, Macau, Macao. ISBN 978-1-4503-8908-2

Brady, Aidan J. ORCID: 0000-0002-9427-5771, Scriney, Michael ORCID: 0000-0001-6813-2630, Moyna, Niall ORCID: 0000-0003-1061-8528 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) Identification of movement categories and associated velocity thresholds for elite Gaelic football and hurling referees. International Journal of Performance Analysis in Sport, 21 (5). pp. 741-753. ISSN 2474-8668

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) The influence of audio on video memorability with an audio gestalt regulated video memorability system. In: 18th conference of Content-Based Multimedia Indexing, 28-30 June 2021, Lille, France (Online).

Aghamohammadi, Amirhossein, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Naiemi, Fatemeh, Mogharrebi, Marzieh, Dorosti, Shadi and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2021) TPCNN: Two-path convolutional neural network for tumor and liver segmentation in CT images using a novel encoding approach. Expert Systems with Applications, 183 . pp. 115-406. ISSN 0957-4174

Murn, Luka ORCID: 0000-0001-9041-647X, Blasi, Saverio, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Mrak, Marta (2021) Improved CNN-based Learning of interpolation filters for low-complexity Inter prediction in video coding. IEEE Open Journal of Signal Processing, 2 . pp. 453-465. ISSN 2644-1322

Lombaerde, Philippe De ORCID: 0000-0002-6546-6771, Naeher, Dominik ORCID: 0000-0002-7535-6891 and Saber, Takfarinas ORCID: 0000-0003-2958-7979 (2021) Regional integration clusters and optimum customs Unions: a machine-learning approach. Journal of Economic Integration, 36 (2). pp. 262-281. ISSN 1225-651X

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Bagherian Kasgari, Abbas ORCID: 0000-0003-1630-5207, Jafarzadeh Ghoushchi, Saeid, Anari, Shokofeh, Naseri, Maryam and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2021) Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images. Scientific Reports, 11 . ISSN 2045-2322

McCann, Ronán ORCID: 0000-0002-2071-0785, Ahmed Obeidi, Muhannad ORCID: 0000-0003-2733-3828, Hughes, Cian ORCID: 0000-0002-4863-733X, McCarthy, Éanna, Egan, Darragh ORCID: 0000-0003-2786-7379, Vijayaraghavan, Rajani K. ORCID: 0000-0003-1096-448X, Joshi, Ajey ORCID: 0000-0003-3120-886X, Acinas Garzon, Victor, Dowling, Denis P. ORCID: 0000-0001-7853-2478, McNally, Patrick J. ORCID: 0000-0003-2798-5121 and Brabazon, Dermot ORCID: 0000-0003-3214-6381 (2021) In-situ sensing, process monitoring and machine control in Laser Powder Bed Fusion: a review. Additive Manufacturing, 45 . ISSN 2214-8604

Fonseca, Eduardo ORCID: 0000-0001-9872-3917, Ortego, Diego ORCID: 0000-0002-1011-3610, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Serra, Xavier ORCID: 0000-0003-1395-2345 (2021) Unsupervised contrastive learning of sound event representations. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 6-11 June 2021, Toronto, Canada (Online).

Lankford, Séamus (2021) Open-source neural architecture search with ensemble and pre-trained networks. International Journal of Modeling and Optimization, 11 (2). pp. 33-41. ISSN 2010-3697

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Bendechache, Malika ORCID: 0000-0003-0069-1860, Amirabadi, Amir, Ab Rahman, Mohd Nizam ORCID: 0000-0002-7053-4396, Baseri Saadi, Soroush, Aghamohammadi, Amirhossein and Forooshani, Mersedeh Kooshki (2021) Lung infection segmentation for COVID-19 pneumonia based on a cascade convolutional network from CT images. BioMed Research International, 2021 . ISSN 2314-6133

da Silva Barros, Maicon Herverton Lino Ferreira ORCID: 0000-0002-0275-3298, Alves, Geovanne Oliveira ORCID: 0000-0002-2084-5516, Souza, Lubnnia Morais Florêncio ORCID: 0000-0002-2188-6272, da Silva Rocha, Elisson ORCID: 0000-0002-7742-2995, Oliveira, João Fausto Lorenzato de ORCID: 0000-0002-1150-4904, Lynn, Theo ORCID: 0000-0001-9284-7580, Sampaio, Vanderson ORCID: 0000-0001-7307-8851 and Takako Endo, Patricia ORCID: 0000-0002-9163-5583 (2021) Benchmarking machine learning models to assist in the prognosis of tuberculosis. Informatics, 8 (2). ISSN 2227-9709

Lankford, Séamus ORCID: 0000-0003-1693-9533 (2021) Effective tuning of regression models using an evolutionary approach: a case study. In: 3rd Artificial Intelligence and Cloud Computing Conference (AICCC 2020), 18 - 20 Dec 2020, Kyoto, Japan. ISBN 978-1-4503-8883-2

Horta, Vitor A.C., Tiddi, Ilaria ORCID: 0000-0001-7116-9338, Little, Suzanne ORCID: 0000-0003-3281-3471 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2021) Extracting knowledge from deep neural networks through graph analysis. Future Generation Computer Systems, 120 . pp. 109-118. ISSN 0167-739X

Dzendzik, Daria (2021) English machine reading comprehension: new approaches to answering multiple-choice questions. PhD thesis, Dublin City University.

Hu, Feiyan ORCID: 0000-0001-7451-6438, Mohedano, Eva, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Temporal bilinear encoding network of audio-visual features at low sampling rates. In: 16th International Conference on Computer Vision Theory and Applications - VISAPP 2021, 8-10 Feb 2021, Vienna, Austria (Online). ISBN 978-989-758-488-6

Nguyen, Manh-Duy, Nguyen, Thanh Binh and Cathal, Gurrin ORCID: 0000-0003-4395-7702 (2021) Graph-based indexing and retrieval of lifelog data. In: International Conference on Multimedia Modeling (MMM2021), 22 - 24 June 2021, Prague. ISBN 978-3-030-67834-0

Conway, Maura ORCID: 0000-0003-4216-8592, Khawaja, Moign ORCID: 0000-0002-4198-4224, Lakhani, Suraj ORCID: 0000-0002-3077-4133 and Reffin, Jeremy ORCID: 0000-0002-0080-3685 (2021) A snapshot of the Syrian jihadi online ecology: differential disruption, community strength, and preferred other platforms. Studies in Conflict & Terrorism . ISSN 1057-610X

Hu, Feiyan ORCID: 0000-0001-7451-6438 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) FastSal: a computationally efficient network for visual saliency prediction. In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online).

Hu, Feiyan ORCID: 0000-0001-7451-6438, Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2021) Utilising visual attention cues for vehicle detection and tracking. In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online).

Haque, Rejwanul ORCID: 0000-0003-1680-0099, Moslem, Yasmin ORCID: 0000-0003-4595-6877 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Terminology-aware sentence mining for NMT domain adaptation: ADAPT’s submission to the Adap-MT 2020 English-to-Hindi AI translation shared task. In: Workshop on Low Resource Domain Adaptation for Indic Machine Translation (Adap-MT 2020), 18-21 Dec 2020, Patna, India (Online).

Singh, Raghvendra Pratap, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Hasanuzzaman, Mohammed ORCID: 0000-0003-1838-0091 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Identifying complaints from product reviews in low-resource scenarios via neural machine translation. In: ICON 2020: 17th International Conference on Natural Language Processing, 18-21 Dec 2020, IIT Patna, India (Online).

Singh, Raghvendra Pratap, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Hasanuzzaman, Mohammed ORCID: 0000-0003-1838-0091 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Identifying complaints from product reviews: a case study on Hindi. In: 28th Irish Conference on Artificial Intelligence and Cognitive Science, 7-8 Dec 2020, Dublin, Ireland.

Singh, Simranjeet, Sharma, Rajneesh and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) Using GANs to synthesise minimum training data for deepfake generation. In: AICS 2020 Irish Conference on Artificial Intelligence and Cognitive Science, 7-8 Dec 2020, Dublin, Ireland (Online).

Blanch, Marc, Blasi, Saverio, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Mrak, Marta (2020) Attention-based neural networks for chroma intra prediction in video coding. IEEE Journal on Selected Topics in Signal Processing . ISSN 1932-4553

Silva, Fabio ORCID: 0000-0001-6019-372X, Togou, Mohammed ORCID: 0000-0002-8374-910X and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2020) An innovative machine learning approach to improve MPTCP performance. In: The 18th International Conference on High Performance Computing & Simulation (HPCS 2020), 22 - 27 March 2021, Barcelona, Spain (Online).

Yaman, Beyza, Thompson, Kevin and Brennan, Rob ORCID: 0000-0001-8236-362X (2020) Standards conformance metrics for geospatial linked data. In: Second Iberoamerican Knowledge Graphs and Semantic Web Conference 2020, 26-27 Nov 2020, Merida, Yucatan. Mexico (Online). ISBN 978-3-030-65384-2

Ramesh, Akshai, Parthasarathy, Venkatesh Balavadhani, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) An error-based investigation of statistical and neural machine translation performance on Hindi-to-Tamil and English-to-Tamil. In: 7th Workshop on Asian Translation (WAT2020), 4 Dec 2020, Suzhou, China (Online).

Moslem, Yasmin ORCID: 0000-0003-4595-6877, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Arabisc: context-sensitive neural spelling checker. In: AACL Workshop of Natural Language Processing Techniques for Educational Application (NLP-TEA), Asia-Pacific Chapter of the Association for Computational Linguistics (AACL), 4 Dec 2020, Suzhou, China (Online).

Ramesh, Akshai, Parthasarathy, Venkatesh Balavadhani, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Investigating low­-resource machine translation for English­-to­-Tamil. In: Proceedings of the 3rd Workshop on Technologies for MT of Low Resource Languages (LoResMT 2020) AACL-IJCNLP, December 4-7, 2020, Suzhou, China (Online).

Nayak, Prashanth, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) The ADAPT centre’s participation in WAT 2020 English-to-Odia translation task. In: WAT2020 :The 7th Workshop on Asian Translation, 4-7 Dec 2020, Suzhou, China (Online).

Ali, Wasim A. ORCID: 0000-0002-4602-461X, Manasa, K.N., Bendechache, Malika ORCID: 0000-0003-0069-1860, Fadhel Aljunaid, Mohammed ORCID: 0000-0001-9099-3664 and Sandhya, P. (2020) A Review of current machine learning approaches for anomaly detection in network traffic. Journal of Telecommunications and the Digital Economy, 8 (4). pp. 64-95. ISSN 2203-1693

Popović, Maja ORCID: 0000-0001-8234-8745, Poncelas, Alberto ORCID: 0000-0002-5089-1687, Brkić Bakarić, Marija ORCID: 0000-0003-4079-4012 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Neural machine translation for translating into Croatian and Serbian. In: 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 13 Dec 2020, Barcelona, Spain (on-line).

Azcona, David ORCID: 0000-0003-3693-7906, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) A comparative study of existing and new deep learning methods for detecting knee injuries using the MRNet dataset. In: 2020 International Conference on Intelligent Data Science Technologies and Applications (IDSTA), 19-22 Oct 2020, Valencia, Spain (Online).

Parthasarathy, Venkatesh Balavadhani, Ramesh, Akshai, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) The ADAPT system description for the WMT20 news translation task. In: Fifth Conference on Machine Translation (NEWS Shared Task), 19 -20 Nov 2020, Dominican Republic (Online).

Le, Tu-Khiem ORCID: 0000-0003-3013-9380, Nguyen, Manh-Duy, Tran, Ly-Duyen, Ninh, Van-Tu ORCID: 0000-0003-0641-8806, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Healy, Graham ORCID: 0000-0001-6429-6339 (2020) DCU team at the NTCIR-15 micro-activity retrieval task. In: NTCIR-15, 8-11 Dec 2020, Tokyo, Japan.

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Almeida, Fernando, Cakir, Gültekin ORCID: 0000-0001-9715-7167, Jacob, Antonio ORCID: 0000-0002-9415-7265, Lobato, Fabio ORCID: 0000-0002-6282-0368, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2020) Explainable sentiment analysis application for social media crisis management in retail. In: 4th International Conference on Computer-Human Interaction Research and Applications - Volume 1: WUDESHI-DR, 5-6 Nov 2020, Budapest, Hungry (Online). ISBN 978-989-758-480-0

Nie, Dongyun (2020) Classification of linked historical data to calculate customer lifetime value. PhD thesis, Dublin City University.

Gupta, Rashmi (2020) Event based information retrieval from digital lifelogs. PhD thesis, Dublin City University.

Lohar, Pintu ORCID: 0000-0002-5328-1585 (2020) Machine translation of user-generated content. PhD thesis, Dublin City University.

Sohrabpoor, Hamed ORCID: 0000-0001-8473-5845 (2020) Predictive quality modelling of polymer and metal parts fabricated by laser-based manufacturing processes. PhD thesis, Dublin City University.

Dzendzik, Daria, Vogel, Carl ORCID: 0000-0001-8928-8546 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2020) Q. Can knowledge graphs be used to answer Boolean questions? A. It’s complicated! In: First Workshop on Insights from Negative Results in NLP, 10 Nov 2020, Online.

Nayak, Prashanth, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) The ADAPT’s submissions to the WMT20 biomedical translation task. In: The Fifth Conference on Machine Translation (The Biomedical Shared Task), 19-20 Nov 2020, Dominican Republic (Online).

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Rugonyi, Sandra, Wilson, Teresa, Nuttall, Alfred and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Few-shot hypercolumn-based mitochondria segmentation in cardiac and outer hair cells in focused ion beam-scanning electron microscopy (FIB-SEM) data. Pattern Recognition Letters, 128 (1). pp. 521-528. ISSN 0167-8655

Silva, Fabio ORCID: 0000-0001-6019-372X, Togou, Mohammed ORCID: 0000-0002-8374-910X and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2020) An Innovative algorithm for improved quality multipath delivery of virtual reality content. In: 2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 27-29 Oct 2020, Paris, France (Online). ISBN 978-1-7281-2150-5

Le-Khac, Phúc H. ORCID: 0000-0002-0504-5844, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) Contrastive representation learning: a framework and review. IEEE Access, 8 . pp. 1-28. ISSN 2169-3536

Chen, Beiran, Zhang, Yi, Iosifidis, George ORCID: 0000-0003-1001-2323 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2020) Reinforcement learning on computational resource allocation of cloud-based wireless networks. In: 6th World Forum on The Internet of Things (2020 IEEE), 2-16 June 2020, New Orleans, USA (Onine).

Murn, Luka, Blasi, Saverio, Smeaton, Alan F. ORCID: 0000-0002-4033-9135, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Mrak, Marta (2020) Interpreting CNN for low complexity learned sub-pixel motion compensation in video coding. In: IEEE International Conference on Image Processing (ICIP), 25-28 Oct 2020, Abu Dhabi, United Arab Emirates (Online).

Nie, Dongyun ORCID: 0000-0003-3109-5762, Cappellari, Paolo and Roantree, Mark ORCID: 0000-0002-1329-2570 (2020) A methodology for classification and validation of customer datasets. Journal of Business & Industrial Marketing, 36 (5). pp. 821-833. ISSN 0885-8624

Arazo Sánchez, Eric, Ortego, Diego ORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2020) Pseudo-labeling and confirmation bias in deep semi-supervised learning. In: 2020 International Joint Conference on Neural Networks, 19 - 24 July 2020, Glasgow, Scotland. ISBN 978-1-7281-6926-2

Gupta, Kamal Kumar, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Ekbal, Asif, Bhattacharyya, Pushpak and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Syntax-informed interactive neural machine translation. In: The International Joint Conference on Neural Networks (IJCNN), 19-24 July 2020, Glasgow, UK (Online).

Díaz, José-Luis Preza, Dorn, Amelie, Koch, Gerda and Abgaz, Yalemisew (2020) A Comparative Approach between Different Computer Vision Tools, Including Commercial and Open-source, for Improving Cultural Image Access and Analysis. In: 2020 10th International Conference on Advanced Computer Information Technologies (ACIT).

Azcona, David ORCID: 0000-0003-3693-7906, Moreu, Enric, Hu, Feiyan ORCID: 0000-0001-7451-6438, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) Predicting media memorability using ensemble models. In: MediaEval 2019, 27 - 29 Oct 2019, Sophia Antipolis, France.

Trinh, Nam ORCID: 0000-0003-0307-3793 and O'Brien, Darragh (2020) Semi-supervised learning with generative adversarial networks for pathological speech classification. In: 31st Irish Signals and Systems Conference (ISSC2020), 11 - 12 June 2020, Letterkenny, Ireland (Virtual). ISBN 978-1-7281-9418-9

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2020) Recognition and repetition counting for local muscular endurance exercises in exercise-based rehabilitation: a comparative study using artificial Intelligence models. Sensor-Based Systems for Kinematics and Kinetics, 20 (17). ISSN 1424-8220

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Nedbal, Dietmar ORCID: 0000-0002-7596-0917, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2020) Scenario-based requirements elicitation for user-centric explainable AI. In: International Cross-Domain Conference for Machine Learning and Knowledge ExtractionCD-MAKE 2020: Machine Learning and Knowledge Extraction, 25–28 Aug 2020, Dublin, Ireland (Online).

Breen, Michael ORCID: 0000-0002-5857-9938, McMenamin, Iain ORCID: 0000-0002-1704-390X, Courtney, Michael and McNulty, Gemma ORCID: 0000-0002-6909-6958 (2020) Daily judgement: political news and financial markets. New Political Economy, 26 (4). pp. 606-630. ISSN 1356-3467

Silva, Fabio ORCID: 0000-0001-6019-372X, Togou, Mohammed ORCID: 0000-0002-8374-910X and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2020) AVIRA: Enhanced multipath for content-aware adaptive virtual reality. In: 2020 International Wireless Communications and Mobile Computing (IWCMC), 15-19 June 2020, Limassol, Cyprus (Online).

Haque, Rejwanul ORCID: 0000-0003-1680-0099, Moslem, Yasmin ORCID: 0000-0003-4595-6877 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) The ADAPT system description for the STAPLE 2020 English-to-Portuguese translation task. In: 4th Workshop on Neural Generation and Translation (WNGT 2020), 10 July 2020, Seattle, WA, USA (Online).

Bhattacharjee, Santanu, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Maillette de Buy Wenniger, Gideon and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Investigating query expansion and coreference resolution in question answering on BERT. In: 25th International Conference on Natural Language & Information Systems (NLDB 2020)), 24 - 26 June 2020, Saarbrücken, Germany (Online). ISBN 978-3-030-51309-2

Way, Andy ORCID: 0000-0001-5736-5930, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Xie, Guodong ORCID: 0000-0002-5328-1585, Gaspari, Federico ORCID: 0000-0003-3808-8418, Popović, Maja ORCID: 0000-0001-8234-8745 and Poncelas, Alberto ORCID: 0000-0002-5089-1687 (2020) Rapid development of competitive translation engines for access to multilingual COVID-19 information. Informatics . ISSN 2227-9709

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Artificial intelligence in nuclear warfare: a perfect storm of instability? The Washington Quarterly, 43 (2). pp. 197-211. ISSN 0163-660X

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Feature learning to automatically assess radiographic knee osteoarthritis severity. In: Nanni, Loris, Brahnam, Sheryl, Brattin, Rick, Ghidoni, Stefano and Jain, Lakhmi, (eds.) Deep Learners and Deep Learner Descriptors for Medical Applications. Intelligent Systems Reference Library (ISRL), 186 . Springer, 9 -93. ISBN 978-3-030-42750-4

Gupta, Kamal Kumar, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Ekbal, Asif, Bhattacharyya, Pushpak and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Modelling source- and target-language syntactic Information as conditional context in interactive neural machine translation. In: Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2-6 Nov 2020, Lisboa, Portugal.

Sanguinetti, Manuela ORCID: 0000-0002-0147-2208, Bosco, Cristina, Cassidy, Lauren, Çetinoglu, Özlem, Cignarella, Alessandra Teresa ORCID: 0000-0002-4409-6679, Lynn, Teresa, Rehbein, Ines, Ruppenhofer, Josef, Seddah, Djamé and Zeldes, Amir ORCID: 0000-0001-8016-6753 (2020) Treebanking user-generated content: a proposal for a unified representation in universal dependencies. In: 12th Language Resources and Evaluation Conference. (LREC 2020), 11-16 May 2020, Marseille, France. (Virtual).

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Delegating strategic decision-making to machines: Dr. Strangelove redux? Journal of Strategic Studies, 45 (3). pp. 439-477. ISSN 0140-2390

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Artificial intelligence: drone swarming and escalation risks in future warfare. RUSI Journal, 165 (2). pp. 26-36. ISSN 0307-1847

Wang, Zhengwei ORCID: 0000-0001-7706-553X, She, Qi, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Healy, Graham ORCID: 0000-0001-6429-6339 (2020) Synthetic-Neuroscore: using a neuro-AI interface for evaluating generative adversarial networks. Neurocomputing, 405 . pp. 26-36. ISSN 0925-2312

Gutowska, Małgorzata, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2020) Identifying extra-terrestrial intelligence using machine learning. In: 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 5 - 6 Dec 2019, Galway, Ireland.

Li, Na (2020) Learning and mining from personal digital archives. PhD thesis, Dublin City University.

Maillette de Buy Wenniger, Gideon, Schomaker, Lambert ORCID: 0000-0003-2351-930X and Way, Andy ORCID: 0000-0001-5736-5930 (2020) No padding please: efficient neural handwriting recognition. In: International Conference on Document Analysis and Recognition (ICDAR2019), 20-25 Sept 2019, Sydney, Australia.

Burtenshaw, Denise ORCID: 0000-0002-5958-1773 (2020) Diagnostic potential of extracellular vesicles (EVs) and single-cell photonics (scPH) in subclinical atherosclerotic disease. PhD thesis, Dublin City University.

Ramos de Assis Neto, Silvano, Leoni Santos, Guto, da Silva Rocha, Elisson ORCID: 0000-0002-7742-2995, Bendechache, Malika ORCID: 0000-0003-0069-1860, Rosati, Pierangelo ORCID: 0000-0002-6070-0426, Lynn, Theo ORCID: 0000-0001-9284-7580 and Takako Endo, Patricia ORCID: 0000-0002-9163-5583 (2020) Detecting human Activities Based on a multimodal sensor data set using a bidirectional long short-term memory model: a case study. In: Ponce, Hiram ORCID: 0000-0002-6559-7501, Martínez-Villaseñor, Lourdes ORCID: 0000-0002-9038-7821, Brieva, Jorge ORCID: 0000-0002-5430-8778 and Moya-Albor, Ernesto ORCID: 0000-0002-9637-786X, (eds.) Challenges and Trends in Multimodal Fall Detection for Healthcare. Studies in Systems, Decision and Control (SSDC), 273 . Springer, pp. 31-51. ISBN 978-3-030-38747-1

MacMahon, Silvana Togneri ORCID: 0000-0003-0179-2436, Alfano, Marco ORCID: 0000-0001-7200-9547, Lenzitti, Biagio ORCID: 0000-0003-2664-7788, Lo Bosco, Giosuè, McCaffery, Fergal, Taibi, Davide ORCID: 0000-0002-0785-6771 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2020) Improving communication in risk management of health information technology systems by means of medical text simplification. In: 2019 IEEE Symposium on Computers and Communications (ISCC), 30 June 2019, Barcelona, Spain.

Walsh, Abigail, Lynn, Teresa and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2020) Annotating verbal MWEs in Irish for the PARSEME Shared Task 1.2. In: Joint Workshop on Multiword Expressions and Electronic Lexicons, 13 Dec 2020, Barcelona, Spain (Online).

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Artificial intelligence: a threat to strategic stability. Strategic Studies Quarterly, 14 (1). pp. 16-39. ISSN 1936-1815

Courtney, Michael, Breen, Michael ORCID: 0000-0002-5857-9938, McMenamin, Iain ORCID: 0000-0002-1704-390X and McNulty, Gemma ORCID: 0000-0002-6909-6958 (2020) Automatic Translation, Context, and Supervised Learning in Comparative Politics. Journal of Information Technology and Politics . ISSN 1933-1681

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Multiple path prediction for traffic scenes using LSTMs and mixture density models. In: 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2-4 May 2020, Prague, Czech Republic (Virtual). ISBN 978-989-758-419-0

Y. G., Naresh, Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2020) Object polygonization in traffic scenes using small Eigenvalue analysis. In: Irish Machine Vision and Image processing (IMVIP 2020) conference, 31 Aug - 2 Sept 2020, Sligo, Ireland (Online). ISBN 978-0-9934207-5-7

Haque, Rejwanul ORCID: 0000-0003-1680-0099, Moslem, Yasmin ORCID: 0000-0003-4595-6877 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) The ADAPT system description for the STAPLE 2020 English-to-Portuguese translation task. In: Fourth Workshop on Neural Generation and Translation (WNGT), Association for Computational Linguistics (ACL), 10 July 2020, Seattle, WA, USA (Online).

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2019) An automated ETL for online datasets. In: 23rd Enterprise Computing Conference (EDOC), 28-31 Oct 2019, Paris, France.

Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2019) Experiences and insights from the collection of a novel multimedia EEG dataset. In: 26th International Conference on Multimedia Modeling (MMM2020), 5-8 Jan 2020, Daejeon, Korea (Republic of). ISBN 978-3-030-37733-5

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) A single-shot approach using an LSTM for moving object path prediction. In: Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA), 6-9 Nov 2019, Istanbul, Turkey. ISBN 978-1-7281-3975-3

Sobczak, Szymon ORCID: 0000-0001-8234-2503, Kapela, Rafal ORCID: 0000-0002-0624-7608, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Swietlicka, Aleksandra, Pazderski, Daniel ORCID: 0000-0002-8732-7350 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) Restricted Boltzmann machine as an aggregation technique for binary descriptors. The Visual Computer, 37 . pp. 423-432. ISSN 0178-2789

Johnson, James ORCID: 0000-0002-5203-8583 (2019) The AI-cyber nexus: implications for military escalation, deterrence, & strategic stability. Journal of Cyber Policy, 4 (3). pp. 442-460. ISSN 2373-8871

Alamro, Rawan, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Al-Rasheed, Amal (2019) Predicting Saudi stock market Index by Incorporating GDELT using multivariate time series modelling. In: International Conference on Computing (ICC 2019), 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Alshaya, Sara, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Al-Rasheed, Amal (2019) Predicting no-show medical appointments using machine learning. In: International Conference on Computing (ICC2019), 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Almutairi, Suad, Shaiba, Hadil and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Predicting students' academic performance and main behavioral features using data mining techniques. In: Advances in Data Science, Cyber Security and IT Applications. ICC 2019., 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Azodi, Christina B. ORCID: 0000-0002-6097-606X, McCarren, Andrew ORCID: 0000-0002-7297-0984, Roantree, Mark ORCID: 0000-0002-1329-2570, Gustavo, de los Campos ORCID: 0000-0001-5692-7129 and Shiu, Shin-Han ORCID: 0000-0001-6470-235X (2019) Benchmarking algorithms for genomic prediction of complex traits. G3: Genes, Genomes, Genetics, 9 (11). pp. 3691-3702. ISSN 2160-1836

Azcona, David ORCID: 0000-0003-3693-7906 (2019) Artificial intelligence in computer science and mathematics education. PhD thesis, Dublin City University.

Wang, Zhengwei ORCID: 0000-0001-7706-553X (2019) Cortically coupled image computing. PhD thesis, Dublin City University.

Poncelas, Alberto ORCID: 0000-0002-5089-1687 (2019) Improving transductive data selection algorithms for machine translation. PhD thesis, Dublin City University.

Dutta Chowdhury, Koel (2019) Neural machine translation for multimodal interaction. Master of Science thesis, Dublin City University.

Vanmassenhove, Eva Odette Jef ORCID: 0000-0003-1162-820X (2019) On the integration of linguistic features into statistical and neural machine translation. PhD thesis, Dublin City University.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Challenges associated with generative forms of multimedia content (keynote talk). In: Content Based Multimedia Information 2019, 4-6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, Hu, Feiyan ORCID: 0000-0001-7451-6438, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Yang, Zhen and Little, Suzanne ORCID: 0000-0003-3281-3471 (2019) Saliency guided 2D-object annotation for instrumented vehicles. In: 2019 International Conference on Content-Based Multimedia Indexing (CBMI 2019), 4 - 6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Ortego, Diego ORCID: 0000-0002-1011-3610, McGuinness, Kevin ORCID: 0000-0003-1336-6477, SanMiguel, Juan C., Arazo, Eric, Martínez, José M. and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) On guiding video object segmentation. In: International Conference on Content-Based Multimedia Indexing, 4-6 Sept 2019, Dublin, Ireland.

Galea, Laura Christina and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Recognising Irish sign language using electromyography. In: 17th IEEE Content Based Multimedia Indexing (CBMI) Conference, 4-6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, Zhang, Dian ORCID: 0000-0001-5659-5865, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) Semi-automatic multi-object video annotation based on tracking, prediction and semantic segmentation. In: International Conference on Content-Based Multimedia Indexing (CBMI 2019), 4–6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Johnson, James ORCID: 0000-0002-5203-8583 (2019) The end of military-techno Pax Americana? Washington’s strategic responses to Chinese AI-enabled military technology. Pacific Review, 34 (3). pp. 351-378. ISSN 0951-2748

Rossiello, Gaetano, Caputo, Annalina ORCID: 0000-0002-7144-8545, Basile, Pierpaolo ORCID: 0000-0002-0545-1105 and Semeraro, Giovanni ORCID: 0000-0001-6883-1853 (2019) Modeling concepts and their relationships for corpus-based query auto-completion. Open Computer Science, 9 . p. 212. ISSN 2299-1093

Linardos, Panagiotis, Little, Suzanne ORCID: 0000-0003-3281-3471 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) MediaEval 2019: concealed FGSM perturbations for privacy preservation. In: MediaEval 2019 workshop, 27-29 Oct 2019, Sophia Antipolis, France.

Belton, Sarahjane ORCID: 0000-0001-9672-6276, McCarren, Andrew ORCID: 0000-0002-7297-0984, McGrane, Bronagh ORCID: 0000-0001-6891-7729, Powell, Danielle and Issartel, Johann ORCID: 0000-0003-1016-1409 (2019) The Youth-Physical Activity Towards Health (Y-PATH) intervention: results of a 24 month cluster randomised controlled trial. PLoS One . ISSN 1932-6203

McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Gara, Sarah (2019) Comparing data augmentation strategies for deep image classification. In: Irish Machine Vision and Image Processing Conference (IMVIP), 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Bin-Hezam, Reem and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) A machine learning approach towards detecting dementia based on its modifiable risk factors. International Journal of Advanced Computer Science and Applications, 10 (8). ISSN 2158-107X

Almasoud, Marwa and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Detection of chronic kidney disease using machine learning algorithms with least number of predictors. International Journal of Soft Computing and Its Applications, 10 (8). ISSN 2074-8523

Linardos, Panagiotis, Mohedano, Eva, Nieto, Juan Jose, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) Simple vs complex temporal recurrences for video saliency prediction. In: 30th British Machine Vision Conference (BMVC), 9-12 Sept 2019, Cardiff, Wales, UK.

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Towards preprocessing guidelines for neural network embedding of customer behavior in digital retail. In: ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 25-27 Sept 2019, Amsterdam, Netherlands. ISBN 978-1-4503-7661-7

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Use of neural signals to evaluate the quality of generative adversarial network performance in facial image generation. Cognitive Computation, 12 (1). pp. 13-24. ISSN 1866-9964

Trinh, Nam and Darragh, O'Brien (2019) Pathological speech classification using a convolutional neural network. In: Irish Machine Vision and Image Processing 2019, 28 - 30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Quinn, Sean and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2019) Towards architecture-agnostic neural transfer: a knowledge-enhanced approach. In: 28th International Joint Conference on Artificial Intelligence, 10 - 16 Aug 2019, Macao, China. ISBN 978-0-9992411-2-7

Dzendzik, Daria, Vogel, Carl ORCID: 0000-0001-8928-8546 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2019) Is it Dish Washer Safe? Automatically Answering “Yes/No” Questions using Customer Reviews. In: 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, 3 - 5 June 2019, Minneapolis, US. ISBN 978-1-950737-15-4

Arazo Sánchez, Eric, Ortego, Diego ORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) Unsupervised label noise modeling and loss correction. In: International Conference on Machine Learning (ICML), 10-15 June 2019, Long Beach, CA, USA.

Johnson, James ORCID: 0000-0002-5203-8583 (2019) Artificial intelligence and future warfare: implications for international security. Defense & Security Analysis, 35 (2). pp. 147-169. ISSN 1475-1798

Duarte, Amanda, Roldan, Francisco, Tubau, Miquel ORCID: 0000-0003-1971-5797, Escur, Janna, Pascual, Santiago, Salvador, Amaia ORCID: 0000-0002-9908-1685, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Torres, Jordi ORCID: 0000-0003-1963-7418 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2019) WAV2PIX: Speech-conditioned face generation using generative adversarial networks. In: 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 12 -17 May, 2019, Brighton, UK.

Barman, Utsab (2019) Automatic processing of code-mixed social media content. PhD thesis, Dublin City University.

Bendechache, Malika ORCID: 0000-0003-0069-1860, Tari, A-Kamel and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2019) Parallel and distributed clustering framework for big spatial data mining. International Journal of Parallel, Emergent and Distributed Systems, 34 (6). pp. 671-689. ISSN 1744-5760

Gupta, Rashmi and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2019) Considering manual annotations in dynamic segmentation of multimodal lifelog data. In: ARDUOUS'19 - 3rd International Workshop on Annotation of useR Data for UbiquitOUs Systems, 11-15 Mar 2019, Kyoto, Japan. ISBN 978-1-5386-9151

Azcona, David ORCID: 0000-0003-3693-7906, Arora, Piyush ORCID: 0000-0002-4261-2860, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) user2code2vec: embeddings for profiling students based on distributional representations of source code. In: The 9th International Learning Analytics & Knowledge Conference, LAK 2019, 4-8 Mar, 2019, Tempe, AZ, USA. ISBN 978-1-4503-6256-6/19/03

Assens, Marc, Giró-i-Nieto, Xavier, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) PathGAN: visual scanpath prediction with generative adversarial networks. In: ECCV Workshop on Egocentric Perception, Interaction and Computing (EPIC), 9 Sept 2018, Munich, Germany. ISBN 978-3-030-11020-8

Duane, Aaron ORCID: 0000-0002-9825-1654 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2019) Baseline analysis of a conventional and virtual reality lifelog retrieval system. In: 26th International Conference on Multimedia Modeling - MMM 2020, January 5-8 2020, Daejeon, South Korea. ISBN 978-3-030-37734-2

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Spatial filtering pipeline evaluation of cortically coupled computer vision system for rapid serial visual presentation. Brain-Computer Interfaces, 6 (4). pp. 132-145. ISSN 2326-263X

Basile, Pierpaolo ORCID: 0000-0002-0545-1105, Caputo, Annalina ORCID: 0000-0002-7144-8545, Lawless, Séamus ORCID: 0000-0001-6302-258X and Semeraro, Giovanni ORCID: 0000-0001-6883-1853 (2019) Diachronic analysis of entities by exploiting Wikipedia page revisions. In: Recent Advances in Natural Language Processing, 2-4 Sept 2019, Varna, Bulgaria.

Hassan Awadallah, Ahmed, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Sanderson, Mark and White, Ryen W. (2019) Task Intelligence Workshop @ WSDM 2019. In: 12th ACM International Conference on Web Search and Data Mining, 11-15 Feb 2019, Melbourne, Australia. ISBN 978-1-4503-5940-5

Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin (2019) Improving unsupervised learning with exemplarCNNs. In: Irish Machine Vision and Image Processing conference, 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Kerin, Breandán ORCID: 0000-0002-3078-3275, Caputo, Annalina ORCID: 0000-0002-7144-8545 and Lawless, Séamus ORCID: 0000-0001-6302-258X (2019) Temporal word embeddings for dynamic user profiling in Twitter. In: 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 5-6 Dec 2019, Galway, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Graham, Yvette, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Quinn, Sean and Arazo Sánchez, Eric (2018) Exploring the impact of training data bias on automatic generation of video captions. In: 25th International Conference on Multimedia Modeling (MMM2019), 8 - 11 Jan 2019, Thessaloniki, Greece. ISBN 978-3-030-05710-7

Aboud, Edmond and O'Brien, Darragh (2018) Detection of malicious VBA macros using machine learning methods. In: Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6-7 Dec 2018, Dublin, Ireland.

Skehin, Tom, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija (2018) Day ahead forecasting of FAANG stocks using ARIMA, LSTM networks and wavelets. In: The 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 6-7 Dec 2018, Dublin, Ireland.

Yarlapati Ganesh, Naresh, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) A Residual encoder-decoder network for semantic segmentation in autonomous driving scenarios. In: 26th European Signal Processing Conference (EUSIPCO 2018), 3-7 Sept, 2018, Rome, Italy.

Tavakolian, Niloofar, Nazemi, Azadeh ORCID: 0000-0002-1138-309X and Murray, Iain (2018) Face recognition under occlusion for user authentication and invigilation in remotely distributed online assessments. International Journal of Intelligent Defence Support Systems, 5 (4). pp. 277-297. ISSN 1755-1587

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) An interpretable machine vision approach to human activity recognition using photoplethysmograph sensor data. In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6 -7 Dec 2018, Dublin, Ireland.

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Yarlapati Ganesh, Naresh, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair (2018) Hand orientation redundancy filter applied to hand-shapes dataset. In: Applications of Intelligent Systems - AAPIS 2019, 7-12 Jan 2019, Las Palmas de Gran Canaria, Spain.. ISBN 978-1-4503-6085-2/19

Quinn, Sean and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2018) Injecting knowledge into deep neural networks. In: Irish Postgraduate Research Conference, 8-9 Nov 2018, Dublin, Ireland.

Hokamp, Christopher M. (2018) Deep interactive text prediction and quality estimation in translation interfaces. PhD thesis, Dublin City University.

Racca, David (2018) Spoken content retrieval beyond pipeline integration of automatic speech recognition and information retrieval. PhD thesis, Dublin City University.

Moreau, Erwan, Alsulaimani, Ashjan, Maldonado, Alfredo ORCID: 0000-0001-8426-5249, Han, Lifeng, Vogel, Carl ORCID: 0000-0001-8928-8546 and Dutta Chowdhury, Koel (2018) Semantic reranking of CRF label sequences for verbal multiword expression identification. In: Markantonatou, Stella, Ramisch, Carlos ORCID: 0000-0001-7466-9039, Savary, Agata and Vincze, Veronika ORCID: 0000-0002-9844-2194, (eds.) Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop. Language Science Press, Berlin, pp. 177-207. ISBN 978-3-96110-124-5

Wei, Haolin, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Automatic estimation of enjoyment levels during cardiac rehabilitation exercise. In: 3rd International Workshop on Multimedia for Personal Health and Health Care (HealthMedia’18), 22 Oct 2018, Seoul, South Korea. ISBN 978-1-4503-5982-5

Silva, Fabio ORCID: 0000-0001-6019-372X, Bogusevschi, Diana and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2018) Innovative algorithms for prioritised AR/VR content delivery. In: 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 6-8 June 2018, Valencia, Spain.

Duran, Paula Gomez, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Demonstration of an open source framework for qualitative evaluation of CBIR systems. In: ACM Multimedia, 22-26 Oct 2018, Seoul, Republic of Korea. ISBN 978-1-4503-5665-7

Rasoul, Kaljahi and Jennifer, Foster ORCID: 0000-0002-7789-4853 (2018) Sentiment Expression Boundaries in Sentiment Polarity Classification. In: 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, October 31, Brussels, Belgium. ISBN 978-1-948087-80-3

Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, Yarlapati Ganesh, Naresh, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) A deep residual architecture for skin lesion segmentation. In: ISIC Skin Image Analysis Workshop and Challenge @ MICCAI 2018, September 20, 2018, Granada, Spain.

Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) An exploratory study on student engagement with adaptive notifications in programming courses. In: European Conference on Technology Enhanced Learning (EC-TEL’18), 3-6 Sept 2018, Leeds, UK. ISBN 9783319985718

Vance Paredes, Yancy ORCID: 0000-0002-8039-7970, Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Learning by reviewing paper-based programming assessments. 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, 11082 . pp. 510-523.

Silva, Fabio ORCID: 0000-0001-6019-372X, Bogusevschi, Diana ORCID: 0000-0003-1964-5178 and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2018) A MPTCP-based RTT-aware packet Delivery prioritisation algorithm in AR/VR scenarios. In: 14th International Wireless Communications & Mobile Computing Conference (IWCMC), 25-29 June 2018, Limassol, Cyprus.

Conway, Maura ORCID: 0000-0003-4216-8592, Khawaja, Moign ORCID: 0000-0002-4198-4224, Lakhani, Suraj ORCID: 0000-0002-3077-4133, Reffin, Jeremy ORCID: 0000-0002-0080-3685, Robertson, Andrew and Weir, David (2018) Disrupting Daesh: measuring takedown of online terrorist material and it's impacts. Studies in Conflict & Terrorism, 42 (1-2). pp. 141-160. ISSN 1057-610X

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark ORCID: 0000-0002-1329-2570 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2018) Multistep-ahead prediction: a comparison of analytical and algorithmic approaches. In: 20th International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2018, September 3 - 6, 2018, Regensburg, Germany. ISBN 978-3-319-98538-1

Han, Lifeng ORCID: 0000-0002-3221-2185 and Kuang, Shaohui (2018) Incorporating Chinese radicals into neural machine translation: deeper than character level. In: 30th European Summer School in Logic, Language and Information (ESSLLI 2018), 6-17 Aug 2018, Sofia, Bulgaria.

Vance Paredes, Yancy, Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Predictive modelling of student reviewing behaviors in an introductory programming course. In: Educational Data Mining in Computer Science Education (CSEDM) Workshop at Educational Data Mining 2018, 15 - 18 July 2018, Buffalo, New York, US.

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Little, Suzanne ORCID: 0000-0003-3281-3471, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair (2018) A comparison between end-to-end approaches and feature extraction based approaches for Sign Language recognition. In: Image and Vision Computing New Zealand 2017 (IVCNZ), 4-6 Dec 2017, Christchurch, New Zealand.

Assens, Marc, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Scanpath and saliency prediction on 360 degree images. Signal Processing: Image Communication, 69 . pp. 8-14. ISSN 0923-5965

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) A machine vision approach to human activity recognition using photoplethysmograph sensor data. In: 29th Irish Signals and Systems Conference, 21 - 22 June 2018, Belfast, Northern Ireland. ISBN 987-1-5386-6046-1

Han, Lifeng ORCID: 0000-0002-3221-2185 (2018) Apply Chinese radicals Into neural machine translation/ deeper than character level. In: LPRC 2018: Limerick Postgraduate Research Conference, 24 May 2018, Limerick, Ireland.

Quinn, Sean (2018) Next generation of artificial intelligence: from pattern recognition towards conceptual model building. In: Limerick Postgraduate Research Conference, 24 May 2018, Limerick, Ireland.

Wang, Peng, Sun, Lifeng, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Yang, Shiqiang (2018) Computer vision for lifelogging. In: Marco, Leo and Farinella, Giovanni Maria, (eds.) Computer Vision for Assistive Healthcare. A volume in Computer Vision and Pattern Recognition . Academic Press, pp. 249-282. ISBN 9780128134467

Toral, Antonio ORCID: 0000-0003-2357-2960, Wieling, Martijn ORCID: 0000-0003-0434-1526 and Way, Andy ORCID: 0000-0001-5736-5930 (2018) Post-editing effort of a novel with statistical and neural machine translation. Frontiers in Digital Humanities, 5 . ISSN 2297-2668

Liu, Siyou, Wang, Longyue ORCID: 0000-0002-9062-6183 and Liu, Chao-Hong ORCID: 0000-0002-1235-6026 (2018) Chinese–Portuguese machine translation: a study on building parallel corpora from comparable texts. In: LREC 2018 - 11th International Conference on Language Resources and Evaluation, 7-12 May 2018, Miyazaki, Japan. ISBN 979-10-95546-19-1

Giakoumidis, Ilias, Tsokanos, Athanasios, Ghanbarisabagh, Mohammad, Mhatli, Sofien and Barry, Liam P. ORCID: 0000-0001-8366-4790 (2018) Unsupervised support vector machines for nonlinear blind equalization in CO-OFDM. Photonics Technology Letters (PTL), 30 (12). pp. 1091-1094. ISSN 1041-1135

Bendechache, Malika ORCID: 0000-0003-0069-1860, Le-Khac, Nhien-An and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2018) Performance evaluation of a distributed clustering approach for spatial datasets. In: Australasian Conference on Data Mining AusDM 2017, 19-22 Aug 2017, Melbourne, VIC, Australia. ISBN 978-981-13-0291-6

Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) PredictCS: Personalizing Programming learning by leveraging learning analytics. In: International Workshop on Orchestrating Learning Analytics (OrLA): Learning Analytics Adoption at the Classroom Level, 5-9 Mar 2018, Sydney, Australia. ISBN 978-1-4503-6400-3

Ballas, Camille, Marsden, Mark, Zhang, Dian ORCID: 0000-0001-5659-5865, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2018) Performance of video processing at the edge for crowd-monitoring applications. In: 4th IEEE World Forum on Internet of Things (WF-IoT 2018), 5-8 Feb 2018, Singapore. ISBN 978-1-4673-9944-9

Rudinac, Stevan, Chua, Tat-Seng, Diaz-Ferreyra, Nicolas, Friedland, Gerald, Gornostaja, Tatjana, Huet, Benoit, Kaptein, Rianne, Lindén, Krister, Moens, Marie-Francine, Peltonen, Jaakko, Redi, Miriam, Schedl, Markus, Shamma, David A, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Xie, Lexing (2018) Rethinking summarization and storytelling for modern social multimedia. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb, 2018, Bangkok, Thailand.. ISBN 978-3-319-73599-3

Nguyen, Binh T., Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Dang, Tien X., Thai, Phat and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2018) A Deep learning based food recognition system for lifelog images. In: 7th International Conference on Pattern Recognition Applications and Methods, 16-18 Jan, 2018, Funchal, Madeira, Portugal. ISBN 978-989-758-276-9

Dao, Minh-Son, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Kasem, Asem and Tran-The, Hung (2018) HealthyClassroom - a proof-of-concept study for discovering students’ daily moods and classroom emotions to enhance a learning-teaching process using heterogeneous sensors. In: 7th International Conference on Pattern Recognition Applications and Methods, 16 - 18 Jan, 2018, Funchal, Madeira, Portugal. ISBN 978-989-758-276-9

Hu, Feiyan ORCID: 0000-0001-7451-6438 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Image aesthetics and content in selecting memorable keyframes from lifelogs. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb 2018, Bangkok, Thailand.

Corrigan, Owen ORCID: 0000-0002-1840-982X (2018) An Investigation Into Machine Learning Solutions Involving Time Series Across Different Problem Domains. PhD thesis, Dublin City University.

Hinbarji, Zaher (2018) Behavioural biometric identification based on human computer interaction. PhD thesis, Dublin City University.

Oliveira, Marlon (2018) Handshape recognition using principal component analysis and convolutional neural networks applied to sign language. PhD thesis, Dublin City University.

Wei, Haolin (2018) Investigating multi-modal features for continuous affect recognition using visual sensing. PhD thesis, Dublin City University.

Bogdanova, Daria (2018) Learning to represent, categorise and rank in community question answering. PhD thesis, Dublin City University.

Ye, TengQi (2018) Visual object detection from lifelogs using visual non-lifelog data. PhD thesis, Dublin City University.

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2017) Multi-resolution forecast aggregation for time series in agri datasets. In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2017), 7-8 Dec 2017, Dublin, Ireland. ISBN ISSN 1613-0073

Healy, Graham ORCID: 0000-0001-6429-6339, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Overview of NTCIR-13 NAILS task. In: The 13th NTCIR (2016 - 2017) Evaluation of Information Access Technologies June 2016 - December 2017 Conference, 5-8 Dec 2017, Tokyo, Japan.

Giacoumidis, Elias ORCID: 0000-0002-1161-7837, Matin, Amir, Wei, Jinlong, Doran, Nick J., Barry, Liam P. ORCID: 0000-0001-8366-4790 and Wang, Xu (2017) Blind nonlinearity equalization by machine learning based clustering for single- and multi-channel coherent optical OFDM. Journal of Lightwave Technology, 36 (3). pp. 721-727. ISSN 0733-8724

Marsden, Mark, Little, Suzanne ORCID: 0000-0003-3281-3471, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Fully convolutional crowd counting on highly congested scenes. In: 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 27 Feb - 1 Mar 2017, Porto, Portugal. ISBN 978-989-758-226-4

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Little, Suzanne ORCID: 0000-0003-3281-3471, Ferstl, Ylva, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair ORCID: 0000-0003-0528-3807 (2017) Irish sign language recognition using principal component analysis and convolutional neural networks. In: International Conference on Digital Image Computing: Techniques and Applications (DICTA), 29 Nov - 1 Dec 2017, Sydney, Australia.

Chatbri, Houssem, Oliveira, Marlon ORCID: 0000-0003-0528-3807, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471, Kameyama, Keisuke, Kwan, Paul, Sutherland, Alistair and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Educational video classification by using a transcript to image transform and supervised learning. In: International Conference on Image Processing Theory, Tools and Applications (IPTA), 28 Nov - 1 Dec 2017, Montreal, Canada. ISBN 978-1-5386-1842-4

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734, Kuklyte, Jogile, Gualano, Leonardo, Venkataraman, Kaushik, Ahmadi, Amin, Duff, Orlaith, Walsh, Deirdre ORCID: 0000-0003-4255-299X, Woods, Catherine ORCID: 0000-0002-0892-6591, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2017) Design and development of the MedFit App: a mobile application for cardiovascular disease rehabilitation. In: MobiHealth 2017 – 7th EAI International Conference on Wireless Mobile Communication and Healthcare, 14-16 Nov 2017, Vienna, Austria. ISBN 978-3-319-98550-3

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) A neural basis for the implementation of deep learning and artificial intelligence. In: ICIMμ2017 Powering Information Society through Data Analytics, 7-9 Nov 2017, Putrajaya, Malaysia.

O'Donoghue, James (2017) A Deep learning toolkit for high dimensional sequential data. PhD thesis, Dublin City University.

Bailey, Ken (2017) A combined wavelet and ARIMA approach to predicting financial time series. Master of Science thesis, Dublin City University.

Zhang, Jian (2017) Domain adaptation for statistical machine translation and neural machine translation. PhD thesis, Dublin City University.

Calixto, Iacer (2017) Incorporating visual information into neural machine translation. PhD thesis, Dublin City University.

Passban, Peyman (2017) Machine translation of morphologically rich languages using deep neural networks. PhD thesis, Dublin City University.

Assens, Marc, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) SaltiNet: scan-path prediction on 360 degree images using saliency volumes. In: 2nd ICCV EPIC Workshop, 29 Oct 2017, Venice, Italy.

Chatbri, Houssem, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471, Zhou, Jiang ORCID: 0000-0002-3067-8512, Kameyama, Keisuke, Kwan, Paul and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Automatic MOOC video classification using transcript features and convolutional neural networks. In: ACM Multimedia 2017 - MultiEdTech Workshop, 23-27 Oct 2017, Mountain View, CA, USA. ISBN 978-1-4503-5508-7

Jargalsaikhan, Iveel, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Action localization in video using a graph-based feature representation. In: IEEE International Conference on Advanced Video and Signal based Surveillance, 29 Aug- 1 Sept, 2017, Lecce, Italy.

Dzendzik, Daria, Vogel, Carl and Liu, Qun ORCID: 0000-0002-7000-1792 (2017) Who framed Roger Rabbit? Multiple choice questions answering about movie plot. In: The Joint Video and Language Understanding Workshop: MovieQA and The Large Scale Movie Description Challenge (LSMDC), at ICCV 2017, 23 Oct, 2017, Venice, Italy.

Murphy, Keelin, Boylan, Geraldine B., Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2017) A deep convolutional neural network for brain tissue segmentation in Neonatal MRI. In: The 10th International Conference on Brain Monitoring and Neuroprotection in the Newborn, 5-7 Oct 2017, Killarney, Ireland.

Zhang, Jian, Wu, Xiaofeng, Way, Andy ORCID: 0000-0001-5736-5930 and Liu, Qun ORCID: 0000-0002-7000-1792 (2017) Fast gated neural domain adaptation: language model as a case study. In: Proceedings of FETLT 2016: Future and Emerging Trends in Language Technologies, Machine Learning and Big Data, 30 Nov- 2 Dec 2016, Seville, Spain.

Corrigan, Owen ORCID: 0000-0002-1840-982X and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) A course agnostic approach to predicting student success from VLE log data using recurrent neural networks. In: 12th European Conference on Technology Enhanced Learning, 12-15 Sep, 2017, Tallinn, Estonia. ISBN 978-3-319-66609-9

Dao, Minh-Son, Pham, Quang Nhat Minh and Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213 (2017) A domain-based late-fusion for disaster image retrieval from social media. In: MediaEval 2017 Multimedia Benchmark Workshop, 13-15 Sept 2017, Dublin.

Riegler, Michael, Pogorelov, Konstantin, Halvorsen, Pål, Griwodz, Carsten, Lange, Thomas, Randel, Kristin, Eskeland, Sigrun, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Lux, Mathias and Spampinato, Concetto (2017) Multimedia for medicine: the medico task at MediaEval 2017. In: MediaEval 2017 Multimedia Benchmark Workshop, 13-15 Sept 2017, Dublin.

Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Using WiFi technology to identify student activity within a bounded environment. In: EC-TEL 2017, 11-15 Sep 2017, Tallinn, Estonia.

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734 (2017) Single inertial sensor for local muscular endurance (LME) exercise detection. In: Insight Student Conference 2017, 8 Sept 2017, Cork, Ireland.

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734, Ahmadi, Amin, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2017) Activity recognition of local muscular endurance (LME) exercises using an inertial sensor. In: 11th International Symposium on Computer Science in Sport 2017, 6-9 Sept 2017, Konstanz, Germany. ISBN 978-3-319-67845-0

Azcona, David ORCID: 0000-0003-3693-7906 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Targeting at-risk students using engagement and effort predictors in an introductory computer programming course. In: The 12th. European Conference on Technology-Enhanced Learning (EC-TEL), 12-15 Sept 2017, Tallinn, Estonia. ISBN 978-3-319-66610-5

Calixto, Iacer, Dutta Chowdhury, Koel and Liu, Qun ORCID: 0000-0002-7000-1792 (2017) DCU System Report on the WMT 2017 Multi-modal Machine Translation Task. In: Second Conference on Machine Translation, 7-11 Sept 2017, Copenhagen, Denmark.

Pan, Junting, Sayrol, Elisa, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, Canton Ferrer, Cristian, Torres, Jordi, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) SalGAN: visual saliency prediction with generative adversarial networks. In: CVPR SUNw: Scene Understanding Workshop 2017, July 26, 2017, Hawaii.

Foster, Jennifer ORCID: 0000-0002-7789-4853, Hearst, Marti, Nivre, Joakim ORCID: 0000-0002-7873-3971 and Zhao, Shiqi (2017) Report on ACL survey on preprint publishing and reviewing. Policy Report. Association for Computational Linguistics (ACL).

Pogorelov, Konstantin, Riegler, Michael, Halvorsen, Pål, Griwodz, Carsten, de Lange, Thomas, Randel, Kristin, Eskeland, Sigrun, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Ostroukhova, Olga, Lux, Mathias and Spampinato, Concetto (2017) A comparison of deep learning with global features for gastrointestinal disease detection. In: MediaEval 2017 Multimedia Benchmark Workshop, 13-16 Sept 2017, Dublin, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Applications of data analytics: three data-driven reminiscence therapy deployments. In: Technology and Dementia Preconference at the Alzheimer's Associated International Conference, 15 July, 2017, London, UK.

Castilho, Sheila ORCID: 0000-0002-8416-6555, Gaspari, Federico ORCID: 0000-0003-3808-8418, Moorkens, Joss ORCID: 0000-0003-4864-5986 and Way, Andy ORCID: 0000-0001-5736-5930 (2017) Integrating machine translation into MOOCS. In: EDULEARN17, 3-5 July 2017, Barcelona, Spain. ISBN 978-84-697-3777-4

Azcona, David ORCID: 0000-0003-3693-7906, Corrigan, Owen ORCID: 0000-0002-1840-982X, Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Innovative learning analytics research at a data-driven HEI. In: 3rd. International Conference on Higher Education Advances, 21–23 June 2017, Valencia, Spain. ISBN 978-84-9048-590-3

Maldonado, Alfredo ORCID: 0000-0001-8426-5249, Han, Lifeng ORCID: 0000-0002-3221-2185, Moreau, Erwan ORCID: 0000-0001-7692-526X, Alsulaimani, Ashjan, Chowdhury, Koel, Vogel, Carl ORCID: 0000-0001-8928-8546 and Liu, Qun ORCID: 0000-0002-7000-1792 (2017) Detection of verbal multi-word expressions via conditional random fields with syntactic dependency features and semantic re-ranking. In: 13th Workshop on Multiword Expressions (MWE 2017), Apr 2017, Valencia, Spain.

Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies. In: NeuroIIR 2017 - CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 11 Mar 2017, Oslo, Noway.

Bendechache, Malika ORCID: 0000-0003-0069-1860, Le-Khac, Nhien-An and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2017) Hierarchical aggregation approach for distributed clustering of spatial datasets. In: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 12-15 Dec 2016, Barcelona, Spain.

Andrearczyk, Vincent and Whelan, Paul F. ORCID: 0000-0001-9230-7656 (2017) Deep learning for biomedical texture image analysis. In: Irish Machine Vision and Image Processing Conference 2017, 30 Aug - 1 Sept 2017, Maynooth, Ireland. ISBN 978-0-9934207-2-6

O'Donoghue, Jim, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2017) Detecting feature interactions in agricultural trade data using a deep neural network. In: Big Data Analytics and Knowledge Discovery - DaWaK 2017, 28 - 31 Aug, 2017, Lyon, France. ISBN 978-3-319-64282-6

Lynn, Teresa, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Dras, Mark (2017) Morphological features of the Irish universal dependency treebank. In: 15th International Workshop on Treebanks and Linguistic Theories (TLT15), 20-21 Jan 2017, Bloomington, IN, USA.

Bendechache, Malika ORCID: 0000-0003-0069-1860, Le-Khac, Nhien-An and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2016) Efficient large scale clustering based on data partitioning. In: 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 17-19 Oct 2016, Montreal, Canada.

Antony, Joseph, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2016) Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks. In: 23rd International Conference on Pattern Recognition, 4-8 Dec. 2016, Cancun, Mexico.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910 (2016) A machine learning approach to the unsupervised segmentation of mitochondria in subcellular electron microscopy data. PhD thesis, Dublin City University.

Marsden, Mark, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Calafell, Andrea, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Zhou, Jiang ORCID: 0000-0002-3067-8512, Azevedo, Lucas, Daudert, Tobias, Davis, Brian ORCID: 0000-0002-5759-2655, Hurlimann, Manuela, Afli, Haithem ORCID: 0000-0002-7449-4707, Du, Jinhua, Ganguly, Debasis ORCID: 0000-0003-0050-7138, Li, Wei B. ORCID: 0000-0001-7347-3501, Way, Andy ORCID: 0000-0001-5736-5930 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Dublin City University and partners’ participation in the INS and VTT tracks at TRECVid 2016. In: TRECVid Conference, 14-16 Nov 2016, Gaithersburg, Md., USA.

O'Kelly, Noel (2016) Use of machine learning technology in the diagnosis of Alzheimer’s disease. Master of Science thesis, Dublin City University.

Chen, Shu (2016) Investigating multi-modal features in the design of a multi-media hyperlinking framework. PhD thesis, Dublin City University.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Zhou, Jiang ORCID: 0000-0002-3067-8512, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Wang, Peng, Davis, Brian ORCID: 0000-0003-1336-6477, Azevedo, Lucas, Freitas, Andre, Signal, Louise N. ORCID: 0000-0003-4715-6718, Smith, Moira ORCID: 0000-0003-2085-7522, Stanley, James, Barr, Michelle, Chambers, Tim and Ní Mhurchú, Cliona ORCID: 0000-0002-1144-9167 (2016) Semantic indexing of wearable camera images: kids’cam concepts. In: Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 16 Oct 2016, Amsterdam, the Netherlands. ISBN 978-1-4503-4519-4/16/10

O'Donoghue, Jim and Roantree, Mark (2016) A toolkit for analysis of deep learning experiments. In: The 15th International Symposium on Intelligent Data Analysis, 13-15 Oct 2016, Stockholm, Sweden.

Hennessy, Ciarán and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Profiling, assessing and matching personalities active in social media. In: Irish Conference on Artificial Intelligence and Cognitive Science, 20-21 Sept 2016, UCD, Dublin.

Hu, Feiyan (2016) Periodicity detection and its application in lifelog data. PhD thesis, Dublin City University.

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734, Ahmadi, Amin, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2016) Feature Extraction using PCA on Wearable Multimodal Wireless Sensor Data in Human Activity Recognition (HAR). In: Insight Student Conference 2016, 14 Sept 2016, Helix, Dublin City University.

Krish,, Ram P. and Whelan, Paul F. ORCID: 0000-0001-9230-7656 (2016) Visual speech encoding based on facial landmark registration. In: Irish Machine Vision & Image Processing Conference 2016, 25-26 Aug 2016, Galway, Ireland. ISBN 978-0-9934207-1-9

Trichet, Remi and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2016) A flexible ensemble-SVM for computer vision tasks. In: 13th IEEE International Conference on Advanced Video and Signal-Based Surveillance,, 23 Aug 2016, Colorado Springs, CO.. ISBN 978-1-5090-3811-4

Marsden, Mark, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2016) Holistic features for real-time crowd behaviour anomaly detection. In: 2016 IEEE International Conference on Image Processing, 25-28 Sept 2016, Phoenix, AZ, USA. ISBN Electronic ISSN: 2381-8549

Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Identifying the impact of friends on their peers academic performance. In: The 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 18 Aug 2016, San Francisco, CA..

Reyes, Cristian, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2016) Where is my Phone?: Personal object retrieval from egocentric images. In: ACM Multimedia 2016, 15 - 19 Oct. 2016, Amsterdam, Netherlands. ISBN 978-1-4503-4517-0

Hasanuzzaman, Mohammed ORCID: 0000-0003-1838-0091, Dias, Gaël, Ferrari, Stéphane, Mathet, Yann and Way, Andy ORCID: 0000-0001-5736-5930 (2016) Identifying temporality of word senses based on minimum cuts. In: CoNLL 2016:The SIGNLL Conference on Computational Natural Language Learning, 11-12 Aug 2016, Berlin, Germany. ISBN 978-1-945626-19-7

Pan, Junting, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Sayrol, Elisa, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2016) Shallow and deep convolutional networks for saliency prediction. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 26 Jun 2016, Las Vegas, NV..

Bogdanova, Dasha and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2016) This is how we do it: Answer reranking for open-domain how questions with paragraph vectors and minimal feature engineering. In: The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 16), 12-17 Jun 2016, San Diego, CA..

Nazemi, Azadeh ORCID: 0000-0002-1138-309X (2016) Non-visual representation of complex documents for use in digital talking books. PhD thesis, Curtin University.

Mohedano, Eva, Salvador, Amaia, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Marqués, Ferran (2016) Bags of local convolutional features for scalable instance search. In: ICMIR 2016, 3-6 June 2016, New York, NY..

O'Donoghue, Jim, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2016) Variable interactions in risk factors for dementia. In: IEEE Tenth International Conference on Research Challenges in Information Science, 1 -3 Jun 2016, Grenoble. France.

Vanmassenhove, Eva ORCID: 0000-0003-1162-820X, Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2016) Improving subject-verb agreement in SMT. In: Fifth Workshop on Hybrid Approaches to Translation (HyTra), 1 June 2016, Riga, Latvia.

Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Using data analytics to predict peer-group effects on student exam results. In: Ireland International Conference on Education (IICE), 24-27 April 2016, Dublin, Ireland.

Ó Brolcháin, Fiachra ORCID: 0000-0001-5290-8772, Jacquemard, Tim, Monaghan, David ORCID: 0000-0002-5169-9902, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Novitzky, Peter and Gordijn, Bert (2016) The convergence of virtual reality and social networks: threats to privacy and autonomy. Science and Engineering Ethics, 22 (2). pp. 1-29. ISSN 1471-5546

Lynn, Teresa (2016) Irish dependency treebanking and parsing. PhD thesis, Dublin City University.

Li, Na, Crane, Martin ORCID: 0000-0001-7598-3126, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Ruskin, Heather J. (2016) Finding motifs in larger personal lifelogs. In: 7th Augmented Human International Conference 2016, 25-26 Feb 2016, Geneva, Switzerland. ISBN 978-1-4503-3680-2

Qiu, Zhengwei, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Evaluating access mechanisms for multimodal representations of lifelogs. In: The 22nd International Conference on Multimedia Modelling (MMM'16), 4-6 Jan, 2016, Miami, FA.. ISBN 978-3-319-27673-1

Ye, TengQi, Wang, Tianchun, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Guo, Yu and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2016) Learning multiple views with orthogonal denoising autoencoders. In: The 22nd International Conference on Multimedia Modelling (MMM'16), 4-6 Jan 2016, Miami, FA.. ISBN 978-3-319-27673-1

Wang, Tianchun, Ye, TengQi and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2016) Transfer nonnegative matrix factorization for image representation. In: The 22nd International Conference on Multimedia Modelling (MMM'16), 4-6 Jan 2016, Miami, FL.. ISBN 978-3-319-27673-1

Zhou, Jiang ORCID: 0000-0002-3067-8512, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Albatal, Rami ORCID: 0000-0002-9269-8578 (2016) Applying visual user interest profiles for recommendation & personalisation. In: MMM 2016 - The 22nd International Conference on Multimedia Modeling, 4-6 Jan 2016, Miami, FL.. ISBN 978-3-319-27673-1

Du, Jinhua ORCID: 0000-0002-3267-4881, Ankit, Srivastava, Way, Andy ORCID: 0000-0001-5736-5930, Maldonado Guerra, Alfredo ORCID: 0000-0001-8426-5249 and Lewis, David ORCID: 0000-0002-3503-4644 (2015) An empirical study of segment prioritization for incrementally retrained post-editing-based SMT. In: The Fifteenth MT Summit Conference, 30 Oct-3 Nov 2015, Miami, FL, USA.

Mohedano, Eva, Healy, Graham ORCID: 0000-0001-6429-6339, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) Improving object segmentation by using EEG signals and rapid serial visual presentation. Multimedia Tools and Applications, 74 (22). pp. 10137-10159. ISSN 1573-7721

Zadeh Kaljahi, Rasoul Samad (2015) The role of syntax and semantics in machine translation and quality estimation of machine-translated user-generated content. PhD thesis, Dublin City University.

O'Donoghue, Jim and Roantree, Mark (2015) Exploring variable interactions with restricted Boltzmann machines. In: Insight Student Conference 2015, 30 Oct 2015, NUIG, Galway, Ireland.

Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) Predicting peer group effects on University exam results. In: EventInsight Student Conference (INSIGHT-SC 2015), 30 Oct 2015, NUIG, Galway, Ireland.

Corrigan, Owen ORCID: 0000-0002-1840-982X, Glynn, Mark ORCID: 0000-0002-9625-1407, McKenna, Aisling, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Smyth, Sinéad ORCID: 0000-0002-8736-0505 (2015) Student data: data is knowledge – putting the knowledge back in the students’ hands. In: 14th European Conference on e-Learning ECEL-2015, 29-30 Oct 2015, University of Hertfordshire, Hatfield, UK.

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Welch, Neil, Coyle, Joe, Franklyn-Miller, Andrew ORCID: 0000-0002-7826-2209, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2015) An interactive segmentation tool for quantifying fat in lumbar muscles using axial lumbar-spine MRI. IRBM, 37 (1). pp. 11-22. ISSN 1959-0318

Bendechache, Malika ORCID: 0000-0003-0069-1860 and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2015) Distributed clustering algorithm for spatial data mining. In: 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM2015 ), 8-10 July 2015, Fuzhou, China.

O'Donoghue, Jim, Roantree, Mark, Cullen, Bryan, Moyna, Niall ORCID: 0000-0003-1061-8528, O'Sullivan, Conor and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2015) Anomaly and event detection for unsupervised athlete performance data. In: LWA 2015: Knowledge Discovery and Machine Learning stream, 7-9 Oct 2015, Trier, Germany.

Bicici, Ergun, Liu, Qun and Way, Andy ORCID: 0000-0001-5736-5930 (2015) Referential translation machines for predicting translation quality and related statistics. In: EMNLP 2015 10th Workshop on Statistical Machine Translation, 17-18 Sept 2015, Lisbon, Portugal.

Jargalsaikhan, Iveel, Little, Suzanne ORCID: 0000-0003-3281-3471, Trichet, Remi and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2015) Action recognition in video using a spatial-temporal graph-based feature representation. In: 12th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS2015), 25-26 Aug 2015, Karlsruhe, Germany.

O'Donoghue, Jim, Roantree, Mark and van Boxtel, Martin (2015) A configurable deep network for high-dimensional clinical trial data. In: International Joint Conference on Neural Networks (IJCNN 2015), 12-17 July 2015, Killarney, Ireland. ISBN 978-1-4799-1960-4

O'Donoghue, Jim and Roantree, Mark (2015) A framework for selecting deep learning hyper-parameters. In: 30th British International Conference on Databases, 6--8 July 2015, Edinburgh, Scotland. ISBN 978-3-319-20423-9

Mohedano, Eva, Salvador, Amaia, Porta Caubet, Sergi, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Healy, Graham ORCID: 0000-0001-6429-6339, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) Exploring EEG for object detection and retrieval. In: 2015 ACM International Conference on Multimedia Retrieval (ICMR 2015), 23-26 Jun 2015, Shanghai, China. ISBN 978-1-4503-3274-3

Kuijk, Fons, Apostolakis, Konstantinos, Daras, Petros ORCID: 0000-0003-3814-6710, Ravenet, Brian, Wei, Haolin and Monaghan, David ORCID: 0000-0002-5169-9902 (2015) Autonomous agents and avatars in REVERIE’s virtual environment. In: Web3d 2015 - 20th International Conference on 3D Web Technology, 18-21 June 2015, Crete, Greece. ISBN 978-1-4503-3647-5

Mitchell, Edmond, Ahmadi, Amin, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Richter, Chris, Farrell, Evan and Moran, Kieran ORCID: 0000-0003-2015-8967 (2015) Automatically detecting asymmetric running using time and frequency domain features. In: 12th Annual Body Sensor Networks Conference 2015, 9-12 June 2015, MIT Media Lab, Boston.

Mohedano, Eva, Healy, Graham ORCID: 0000-0001-6429-6339, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) EEG-based saliency maps. In: Women in Computer Vision workshop, CVPR, 7-12 June 2015, Boston, MA..

Buman, Matthew P., Hu, Feiyan ORCID: 0000-0001-7451-6438, Newman, Eamonn ORCID: 0000-0002-0310-0539, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Epstein, Dana R. (2015) Behavioral periodicity detection from 24h waveform wrist accelerometry. In: International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM), 10-12 June 2015., Limerick, Ireland.

Bicici, Ergun (2015) RTM-DCU: Predicting semantic similarity with referential translation machines. In: SemEval-2015: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, 4-5 June 2015, Denver, CO. USA.

Corrigan, Owen ORCID: 0000-0002-1840-982X, Glynn, Mark ORCID: 0000-0002-9625-1407, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Smyth, Sinéad ORCID: 0000-0002-8736-0505 (2015) Mining access logs with predictive analytics to improve student performance. In: EdTech 2015, Irish Learning Technology Association Conference, 28 May 2015, Limerick, Ireland.

Sîrbu, Alina, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. (2015) Data integration for microarrays: enhanced inference for gene regulatory networks. Microarrays, 4 (2). pp. 255-269. ISSN 2076-3905

Bicici, Ergun (2015) QuEst for high quality machine translation. The Prague Bulletin of Mathematical Linguistics, 103 (1). pp. 43-64. ISSN 1804-0462

Kapela, Rafal, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Świetlicka, Aleksandra and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2015) Real-time event detection in field sport videos. In: Computer Vision in Sports. Advances in Computer Vision and Pattern Recognition . Springer, pp. 293-316. ISBN 978-3-319-09395-6