A

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.

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

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)

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

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

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

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.

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.

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

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)

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

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.

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).

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

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

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).

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

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.

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

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.

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

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.

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

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

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.

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

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

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

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.

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

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

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

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.

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

Albatal, Rami ORCID: 0000-0002-9269-8578, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Hu, Feiyan ORCID: 0000-0001-7451-6438 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Formulating queries for collecting training examples in visual concept classification. In: Workshop on Vision and Language 2014 (VL'14), 23 Aug 2014, Dublin, Ireland.

Albatal, Rami ORCID: 0000-0002-9269-8578 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2014) Empirical exploration of extreme SVM-RBF parameter values for visual object classification. In: MMM 2014, The 20th Anniversary International Conference on MultiMedia Modeling, 6-10 Jan 2014, Dublin, Ireland. ISBN DOI: 10.1007%2F978-3-319-04117-9_28

Aly, Robin, Arandjelovic, Relja, Chatfield, Ken, Douze, Matthijs, Fernando, Basura, Harchaoui, Zaid, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Oneata, Dan, Parkhi, Omkar M., Potapov, Danila, Revaud, Jérôme, Schmid, Cordelia, Schwenninger, Jochen, Scott, David, Tuytelaars, Tinne, Verbeek, Jakob, Wang, Heng and Zisserman, Andrew (2013) The AXES submissions at TrecVid 2013. In: TRECVid 2013, 20-22 Nov 2013, Gaithersburg, Maryland, USA.

Almaghout, Hala (2013) CCG-augmented hierarchical phrase-based statistical machine translation. PhD thesis, Dublin City University.

Aly, Robin, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Chen, Shu, O'Connor, Noel E. ORCID: 0000-0001-9253-0313, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Zisserman, Andrew, Fernando, Basura, Tuytelaars, Tinne, Oneata, Dan, Douze, Matthijs, Revaud, Jérôme, Schwenninger, Jochen, Potapov, Danila, Wang, Heng, Harchaoui, Zaid, Verbeek, Jakob and Schmid, Cordelia (2012) AXES at TRECVID 2012: KIS, INS, and MED. In: TRECVid 2012, 26-28 Nov 2012, Gaithersburg, Maryland, USA.

Aly, Robin, Doherty, Aiden R. ORCID: 0000-0003-1840-0451, Hiemstra, Djoerd, de Jong, Franciska and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) The uncertain representation ranking framework for concept-based video retrieval. Information Retrieval, 15 . pp. 1-27. ISSN 1386-4564

Awad, George M. (2007) A framework for sign language recognition using support vector machines and active learning for skin segmentation and boosted temporal sub-units. PhD thesis, Dublin City University.

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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

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

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

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.

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.

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

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.

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

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.

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.

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

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

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

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

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

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

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

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

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.

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

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

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

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.

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.

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

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

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Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) An evaluation of the role of sentiment in second screen microblog search tasks. In: 6th International AAAI Conference on Weblogs and Social Media (ICWSM12), 4 Jun 2012, Dublin, Ireland.

Bermingham, Adam (2012) Sentiment analysis and real-time microblog search. PhD thesis, Dublin City University.

Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2011) On using Twitter to monitor political sentiment and predict election results. In: Sentiment Analysis where AI meets Psychology (SAAIP) Workshop at the International Joint Conference for Natural Language Processing (IJCNLP), 13th November 2011, Chiang Mai, Thailand.

Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Classifying sentiment in microblogs: is brevity an advantage? In: CIKM 2010 - 19th International Conference on Information and Knowledge Management, 26-30 October 2010, Toronto, Canada. ISBN 978-1-4503-0099-5

Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Crowdsourced real-world sensing: sentiment analysis and the real-time web. In: AICS 2010 - Sentiment Analysis Workshop at Artificial Intelligence and Cognitive Science, 30 August - 1 September 2010, Galway, Ireland.

Byrne, Daragh ORCID: 0000-0002-2040-9765, Doherty, Aiden R. ORCID: 0000-0003-4395-7702, Snoek, Cees G.M., Jones, Gareth J.F. ORCID: 0000-0003-2923-8365 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2009) Everyday concept detection in visual lifelogs: validation, relationships and trends. Multimedia Tools and Applications, 49 (1). pp. 119-144. ISSN 1573-7721

Bermingham, Adam and Smeaton, Alan F. (2009) A study of inter-annotator agreement for opinion retrieval. In: SIGIR 2009 - The 32nd Annual ACM SIGIR Conference, 20-22 July 2009, Boston, USA. ISBN 978-1-60558-483-6

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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

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.

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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.

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

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

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.

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.

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

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

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

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

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).

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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

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

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

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.

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

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

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

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

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.

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

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

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Connaghan, Damien, Kelly, Philip and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2011) Multi-sensor classification of tennis strokes. In: IEEE Sensors 2011, 28-31 Oct, Limerick, Ireland.

Chrupała, Grzegorz (2008) Towards a machine-learning architecture for lexical functional grammar parsing. PhD thesis, Dublin City University.

Cowley-Cunningham, Michelle ORCID: 0000-0002-1997-6009 (2006) The Relevance of Intent to Human-Android Strategic Interaction and Artificial Consciousness. In: IEEE ROMAN 2006 - The 15th IEEE International Symposium on Robot and Human Interactive Communication, 06-08 Sept 2006, Hatfield, UK.

Chrupała, Grzegorz (2006) Simple data-driven context-sensitive lemmatization. In: SEPLN 2006, 13-15 September 2006, Zaragoza, Spain.

Chrupała, Grzegorz and van Genabith, Josef (2006) Using machine-learning to assign function labels to parser output for Spanish. In: COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, 17-21 July 2006, Sydney, Australia.

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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.

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

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)

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.

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

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

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.

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.

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.

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

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

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

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).

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

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

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.

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

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

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

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.

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

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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.

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.

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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

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.

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

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.

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

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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.

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/

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

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

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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

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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

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

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

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