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

Murn, Luka ORCID: 0000-0001-9041-647X, Blasi, Saverio, Smeaton, Alan 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 . 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

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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

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

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

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

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

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

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

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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

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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

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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

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Essid, Slim, Lin, Xinyu, Gowing, Marc, Kordelas, Georgios, Aksay, Anil, Kelly, Philip, Fillon, Thomas, Zhang, Qianni, Dielmann, Alfred, Kitanovski, Vlado, Tournemenne, Robin, Masurelle, Aymeric, Izquierdo, Ebroul ORCID: 0000-0002-7142-3970, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Daras, Petros ORCID: 0000-0003-3814-6710 and Richard, Gaël (2012) A multi-modal dance corpus for research into interaction between humans in virtual environments. Journal on Multimodal User Interfaces, 7 (1-2). pp. 157-170. ISSN 1783-7677

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Thesis

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 (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.

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

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.

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

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.

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.

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 ORCID: 0000-0001-5659-5865 (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.

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.

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.

Hu, Feiyan (2016) Periodicity Detection and its Application in Lifelog Data. PhD thesis, Dublin City University.

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

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

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.

Mitchell, Edmond (2015) A machine learning framework for automatic human activity classification from wearable sensors. PhD thesis, Dublin City University.

Roznovat, Irina-Afrodita (2014) A computational model for colon cancer dynamics. PhD thesis, Dublin City University.

Srivastava, Ankit Kumar (2014) Phrase extraction and rescoring in statistical machine translation. PhD thesis, Dublin City University.

Hebbalaguppe, Ramya (2014) A computer vision based approach for reducing false alarms caused by spiders and cobwebs in surveillance camera networks. Master of Engineering thesis, Dublin City University.

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

Banerjee, Pratyush (2013) Domain adaptation for statistical machine translation of corporate and user-generated content. PhD thesis, Dublin City University.

Redzic, Milan (2013) Dual-sensor fusion for seamless indoor user localisation and tracking. PhD thesis, Dublin City University.

Dandapat, Sandipan (2012) Mitigating the problems of SMT using EBMT. PhD thesis, Dublin City University.

Healy, Graham ORCID: 0000-0001-6429-6339 (2012) An analysis of EEG signals present during target search. PhD thesis, Dublin City University.

Sweeney, Néill (2012) Applying machine learning techniques to an imperfect information game. PhD thesis, Dublin City University.

Wagner, Joachim ORCID: 0000-0002-8290-3849 (2012) Detecting grammatical errors with treebank-induced, probabilistic parsers. PhD thesis, Dublin City University.

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

O'Connor, Edel (2012) Trust and reputation in multi-modal sensor networks for marine environmental monitoring. PhD thesis, Dublin City University.

Penkale, Sergio (2011) Incorporating translation quality-oriented features into log-linear models of machine translation. PhD thesis, Dublin City University.

Haque, Rejwanul ORCID: 0000-0003-1680-0099 (2011) Integrating source-language context into log-linear models of statistical machine translation. PhD thesis, Dublin City University.

Kirkpatrick, Barry (2010) Spectral discontinuity in concatenative speech synthesis – perception, join costs and feature transformations. PhD thesis, Dublin City University.

Decraene, James (2009) Autocatalytic closure and the evolution of cellular information processing networks. PhD thesis, Dublin City University.

Ma, Yanjun (2009) Constrained word alignment models for statistical machine translation. PhD thesis, Dublin City University.

Gorman, Bernard (2009) Imitation learning through games: theory, implementation and evaluation. PhD thesis, Dublin City University.

Hassan, Hany (2009) Lexical syntax for statistical machine translation. PhD thesis, Dublin City University.

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

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.

Harford, Steven (2006) Content-based retrieval of melodies using artificial neural networks. PhD thesis, Dublin City University.

Greevy, Edel (2004) Automatic text categorisation of racist webpages. Master of Science thesis, Dublin City University.

Diamantidis, Alexandros (1999) Approximate models of job shops. Master of Science thesis, Dublin City University.

Conference or Workshop Item

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

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

Chen, Zhengyong, Wu, Hongde, 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. (In Press)

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). (In Press)

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 (In Press)

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).

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).

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

Fonseca, Eduardo, 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 (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). (In Press)

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

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).

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), 19-25 June 2021, Virtual. (In Press)

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

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). (In Press)

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).

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). (In Press)

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).

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). (In Press)

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 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

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.

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

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).

Arazo Sanchez, Eric, Ortego, Diego, 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.

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

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).

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).

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). (In Press)

Haque, Rejwanul ORCID: 0000-0003-1680-0099, Moslem, Yasmin 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). (In Press)

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

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).

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.

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.

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: 4th IEEE Workshop on ICT Solutions for eHealth, 30 June 2019, Barcelona, Spain. (In Press)

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).

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 (In Press)

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 (In Press)

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).

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 Fifrth Conference on Machine Translation (The Biomedical Shared Task), 19-20 Nov 2020, Dominican Republic (Online). (In Press)

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., 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

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

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, 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., 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

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.

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 (In Press)

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

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

Arazo Sanchez, Eric, Ortego, Diego, 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.

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) 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. (In Press)

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: 0000-0003-4395-7702 (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

Hassan Awadallah, Ahmed, Gurrin, Cathal ORCID: 0000-0003-4395-7702, 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

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.

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, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Quinn, Sean and Arazo Sanchez, 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.

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, 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.

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

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

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.

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.

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.

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

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.

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.

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.

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 ORCID: 0000-0001-5659-5865, 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 (In Press)

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. (In Press)

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.

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.

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, Hurlimann, Manuela, Afli, Haithem ORCID: 0000-0002-7449-4707, Du, Jinhua, Ganguly, Debasis ORCID: 0000-0003-0050-7138, Li, Wei B., 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.

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.

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.

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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

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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..

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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.

Li, Na, Crane, Martin ORCID: 0000-0001-7598-3126, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Ruskin, Heather J. ORCID: 0000-0001-7101-2242 (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: 0000-0003-4395-7702 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: 0000-0003-4395-7702 (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: 0000-0003-4395-7702 (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: 0000-0003-4395-7702 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.

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, Sinead 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.

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, Sinead 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.

Hinbarji, Zaher, Albatal, Rami ORCID: 0000-0002-9269-8578 and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2015) Dynamic user authentication based on mouse movements curves. In: 21st International Conference on MultiMedia Modelling (MMM 2015), 5-7 Jan 2015, Sydney, Australia.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Mohedano, Eva, Zhang, Zhenxing, Hu, Feiyan ORCID: 0000-0001-7451-6438, Albatal, Rami ORCID: 0000-0002-9269-8578, Gurrin, Cathal ORCID: 0000-0003-2903-3968, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Salvador, Amaia, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and Ventura, Carles (2014) Insight Centre for Data Analytics (DCU) at TRECVid 2014: instance search and semantic indexing tasks. In: TRECVid 2014, 8-12 Nov 2014, Orlando FL..

Barman, Utsab, Das, Amitava ORCID: 0000-0003-3418-463X, Wagner, Joachim ORCID: 0000-0002-8290-3849 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2014) Code mixing: a challenge for language identification in the language of social media. In: First Workshop on Computational Approaches to Code Switching, 25 Oct 2014, Doha, Qatar.

Wei, Haolin, Monaghan, David ORCID: 0000-0002-5169-9902, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Scanlon, Patricia (2014) A new multi-modal dataset for human affect analysis. In: Human Behavior Understanding 5th International Workshop, HBU 2014, 12 Sept 2014, Zurich, Switzerland.

Terziyski, Stefan, Albatal, Rami ORCID: 0000-0002-9269-8578 and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2014) Building a user profile from automatic human activity recognition in lifelogging, for a personal recommender system. In: Insight Student Conference, 12 Sept 2014, UCD, Dublin, Ireland.

O'Donoghue, Jim and Roantree, Mark (2014) Deep learning for high dimensional and sparse clinical study data. In: Insight Student Conference 2014, 12 Sept 2014, Univrsity College Dublin.

Daly, Andrew and Monaghan, David (2014) Low cost motion capture integrated into home based serious games. In: The Insight Student Conference, 12 Sept 2014, UCD, Dublin, Ireland.

Wei, Haolin, Monaghan, David ORCID: 0000-0002-5169-9902 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2014) Multi-modal continuous human affect recognition. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

Gowing, Marc, Monaghan, David ORCID: 0000-0002-5169-9902 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2014) Multimodal human motion capture and synthesis. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

Moynagh, Brian, Ye, TengQi, Albatal, Rami ORCID: 0000-0002-9269-8578 and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2014) Negative faceblurring: a privacy-by-design approach to visual lifelogging with Google Glass. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Smyth, Sinead ORCID: 0000-0002-8736-0505, Corrigan, Owen ORCID: 0000-0002-1840-982X, Brennan, John and Egan, Ely (2014) Predicting “At Risk” students from log data. In: Insight Student Conference (INSIGHT-SC 2014), 12 Sept 2014, UCD, Dublin, Ireland.

Moynagh, Brian, Gurrin, Cathal ORCID: 0000-0003-4395-7702, Albatal, Rami ORCID: 0000-0002-9269-8578 and Ye, Tengqi (2014) Real-time behavioural analysis using google glass. In: Measuring Behavior 2014, 27-29 Aug, Wageningen - The Netherlands.

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.

Bicici, Ergun and Way, Andy ORCID: 0000-0001-5736-5930 (2014) RTM-DCU: referential translation machines for semantic similarity. In: SemEval-2014: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, 23-24 Aug 2014, DCU, Dublin, Ireland.

Bicici, Ergun and Way, Andy ORCID: 0000-0001-5736-5930 (2014) Referential translation machines for predicting translation quality. In: ACL 2014 9th workshop on statistical machine translation, 26-27 June 2014, Baltimore, USA.

Donnelly, Neil, Irving, Kate and Roantree, Mark (2014) Cooperation across multiple healthcare clinics on the cloud. In: 14th IFIP International Conference, 3-6 Jun 2014, Berlin, Germany.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Douze, Matthijs, Kemman, Max, Kleppe, Martijn, van der Kreeft, Peggy, Macquarrie, Kay, Ozerov, Alexey, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, de Jong, Franciska, Zisserman, Andrew, Schmid, Cordelia and Perez, Patrick (2014) The AXES research video search system. In: IEEE ICASSP - International Conference on Acoustics, Speech and Signal Processing, 4-9 May 2014, Florence, Italy.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Remote monitoring of our environment: A data fusion problem. In: International Workshop on Environmental Multimedia Retrieval 2014 EMR 2014, April 1st, Glasgow, UK. In Conjunction with ACM Conference on Multimedia Retrieval (ICMR) 2014, 1 Apr 2014, Glasgow, Scotland.

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

Scott, David, Zhang, Zhenxing, Albatal, Rami ORCID: 0000-0002-9269-8578, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Acar, Esra, Hopfgartner, Frank ORCID: 0000-0003-0380-6088, Gurrin, Cathal ORCID: 0000-0003-2903-3968, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Audio-visual classification video browser. In: 20th Anniversary International Conference on MultiMedia Modeling, MMM 2014, Dublin, Ireland, 6-10 Jan 2014.

Sîrbu, Alina, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. ORCID: 0000-0001-7101-2242 (2013) EGIA–evolutionary optimisation of gene regulatory networks, an integrative approach. In: 5th Workshop on Complex Networks - CompleNet 2014, 12-14 Mar 2014, Bologna, Italy. ISBN 978-3-319-05400-1

Little, Suzanne ORCID: 0000-0003-3281-3471, Jargalsaikhan, Iveel, Albatal, Rami ORCID: 0000-0002-9269-8578, Direkoglu, Cem, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Clawson, Kathy, Jing, Min, Scotney, Bryan, Wang, Hui, Li, Jun, Nieto, Marcos, Ortega, Juan Diego, Rodriguez, Aitor, Aramburu, Inigo and Kafetzakis, Emmanouil (2013) SAVASA project @ TRECVid 2013: semantic indexing and interactive surveillance event detection. In: Text REtrieval Conference Video (TRECVid) Workshop, 20-22 Nov 2013, Gaithersburg, Md..

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.

Le Roux, Joseph, Rozenknop, Antoine and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2013) Combining PCFG-LA models with dual decomposition: a case study with function labels and binarization. In: International Conference on Empirical Methods in Natural Language Processing, 18-21 Oct 2013, Seattle, WA..

Seddah, Djamé, Tsarfaty, Reut, Kübler, Sandra, Candito, Marie, Choi, Jinho, Farkas, Richard, Foster, Jennifer ORCID: 0000-0002-7789-4853, Goenaga, Iakes, Gojenola, Koldo, Goldberg, Yoav, Green, Spence, Habash, Nizar, Kuhlmann, Marco, Maier, Wolfgang, Nivre, Joakim, Przepiórkowski, Adam, Roth, Ryan, Seeker, Wolfgang, Versley, Yannick, Vincze, Veronika, Wolinski, Marcin, Wróblewska, Alina and Villemonte de la Clérgerie, Eric (2013) Overview of the SPMRL 2013 shared task: cross-framework evaluation of parsing morphologically rich languages. In: Fourth Workshop on Statistical Parsing of Morphologically Rich Languages, 18 Oct 2013, Seattle, WA..

Kaljahi, Rasoul Samed Zadeh, Foster, Jennifer ORCID: 0000-0002-7789-4853, Rubino, Raphael, Roturier, Johann and Hollowood, Fred (2013) Parser accuracy in quality estimation of machine translation: a tree kernel approach. In: International Joint Conference on Natural Language Processing (IJCNLP), 14-18 Oct 2013, Nagoya, Japan.

Rubino, Raphael, de Souza, Jose, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Specia, Lucia (2013) Topic models for translation quality estimation for gisting purposes. In: MT Summit XIV, 2-6 Sept. 2013, Nice, France.

Bicici, Ergun (2013) Referential translation machines for quality estimation. In: ACL 2013 8th workshop on statistical machine translation, 8-9 Aug 2013, Sofia, Bulgaria.

Wei, Haolin, Scanlon, Patricia, Li, Yingbo, Monaghan, David ORCID: 0000-0002-5169-9902 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2013) Real-time head nod and shake detection for continuous human affect recognition. In: Image Analysis for Multimedia Interactive Services (WIAMIS), 2013, 3-5 July 2013, Paris, France.

Kuijk, Fons, Van Broeck, Sigurd, Dareau, Claude, Ravenet, Brian, Ochs, Magalie, Apostolakis, Konstantinos, Daras, Petros ORCID: 0000-0003-3814-6710, Monaghan, David, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Wall, Julie and Izquierdo, Ebroul ORCID: 0000-0002-7142-3970 (2013) A framework for human-like behavior in an immersive virtual world. In: DSP 2013 18th International Conference on Digital Signal Processing, 1-3 Jul 2013, Santorini, Greece.

Guo, Jinlin, Qiu, Zhengwei and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2013) Exploring the optimal visual vocabulary sizes for semantic concept detection. In: 11th International Workshop on Content-Based Multimedia Indexing, 17-19 June 2013, Veszprém, Hungary.

Bicici, Ergun and van Genabith, Josef (2013) CNGL: Grading student answers by acts of translation. In: SEMEVAL, 14-15 Jun 2013, Atlanta, Georgia.

Bicici, Ergun and van Genabith, Josef (2013) CNGL-CORE: Referential translation machines for measuring semantic similarity. In: *SEM, 13-14 Jun 2013, Atlanta, Georgia.

Bakliwal, Akshat, Foster, Jennifer ORCID: 0000-0002-7789-4853, van der Puil, Jennifer, O'Brien, Ron, Tounsi, Lamia and Hughes, Mark (2013) Sentiment analysis of political tweets: towards an accurate classifier. In: NAACL Workshop on Language Analysis in Social Media, 13 June 2013, Atlanta, GA..

Guo, Jinlin, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Lao, Songyang (2013) Who created this video clip, amateur or professional? In: International Conference on Multimedia Retrieval, 16-19 Apr 2013, Dallas, TX..

Zhou, Lijuan Marissa, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Qiu, Zhengwei (2013) ZhiWo: Activity tagging and recognizing system from personal lifelogs. In: 2013 ACM International Conference on Multimedia Retrieval, 16-19 Apr, 2013, Dallas, TX.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Ghita, Ovidiu and Whelan, Paul F. ORCID: 0000-0001-9230-7656 (2013) Unsupervised segmentation of mitochondria using model-based spectral clustering. In: BioPIC 2013 BioPhotonics and Imagining Conference, 25-27 Mar 2013, Dublin, Ireland.

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.

Jinlin, Guo, Zheng, Xing, Scott, David, Hopfgartner, Frank ORCID: 0000-0003-0380-6088, Albatal, Rami ORCID: 0000-0002-9269-8578, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) TRECVid 2012 experiments at Dublin City University. In: TRECVid 2012, 26-28 Nov 2012, Gaithersburg, MD.

Little, Suzanne ORCID: 0000-0003-3281-3471, Jargalsaikhan, Iveel, Clawson, Kathy, Li, Hao, Nieto, Marcos, Direkoglu, Cem, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Rodriguez, Aitor , Sanchez, Pedro , Villarroel Peniza, Karina , Martinez Llorens, Ana , Gimenez, Roberto , Santos de la Camara, Raul and Mereu, Anna (2012) SAVASA project @ TRECVID 2012: interactive surveillance event detection. In: Text REtrieval Conference Video (TRECVid) Workshop, 26-28 Nov 2012 , Gaithersburg, Maryland, USA.

Guo, Jinlin and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2012) Short user-generated videos classification using accompanied audio categories. In: AMVA’12, 2 Nov. 2012, Nara, Japan. ISBN 978-1-4503-1585-2

Kaljahi, Rasoul Samed Zadeh, Rubino, Raphael, Roturier, Johann and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2012) A detailed analysis of phrase-based and syntax-based machine translation: the search for systematic differences. In: AMTA, 28 Oct - 1 Nov 2012, San Diego, CA.

Hughes, Mark, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2012) A study into annotation ranking metrics in geo-tagged image corpora. In: 10th International Workshop on Adaptive Multimedia Retrieval (AMR 2012), 24-25 Oct 2012, Copenhagen, Denmark.

Li, Haoxuan, Scaife, Ronan and O'Brien, Darragh (2012) Automatic LF-model fitting to the glottal source waveform by extended Kalman filtering. In: 20th European Signal Processing Conference (EUSIPCO 2012), 27-31 Aug 2012, Bucharest, Romania. ISBN 978-1-4673-1068-0

Li, Haoxuan, O'Brien, Darragh and Scaife, Ronan (2012) Robust tracking of glottal LF-model parameters by multi-estimate fusion. In: 20th European Signal Processing Conference (EUSIPCO 2012), 27-31 Aug 2012, Bucharest, Romania. ISBN 978-1-4673-1068-0

Tu, Zhaopeng, He, Yifan, Foster, Jennifer ORCID: 0000-0002-7789-4853, van Genabith, Josef, Liu, Qun and Shouxun, Lin (2012) Identifying high-impact sub-structures for convolution kernels in document-level sentiment classification. In: Annual Meeting of the Association for Computational Linguistics (ACL 2012), 9-11 Jul 2012, Jelu, Korea.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) Sensor data streams from smart metering. In: CIICT: Symposium on Energy Efficiency and ICT, 5-6 July 2012, Dublin, Ireland.

Guo, Jinlin, Scott, David, Hopfgartner, Frank ORCID: 0000-0003-0380-6088 and Gurrin, Cathal ORCID: 0000-0003-0380-6088 (2012) Detecting complex events in user-generated video using concept classifiers. In: 10th Workshop on Content-Based Multimedia Indexing, 27-29 Jun 2012, Annecy, France.

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.

Li, Haoxuan, Scaife, Ronan and O'Brien, Darragh (2012) Comparison of time- and frequency-domain based LF-model fitting methods for voice source parametrisation. In: Irish Signals and Systems Conference, 28-29 June 2012, Maynooth, Ireland. ISBN 9781629935867

Hughes, Mark, Newman, Eamonn, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2012) A lifelogging approach to automated market research. In: SenseCam Symposium 2012, 3-4 April 2012, Oxford, UK.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin, Chen, Shu, Frappier, Mathieu, Martijn, Kleppe, Lee, Hyowon ORCID: 0000-0003-4395-7702, Ordelman, Roeland, Arandjelovic, Relja, Juneja, Mayank, Jawahar, C. V., Vedaldi, Andrea, Schwenninger, Jochen, Tschopel, Sebastian, Schneider, Daniel, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Zisserman, Andrew, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Beunders, Henri (2011) AXES at TRECVid 2011. In: TRECVid Workshop, 5-7 Dec 2011, Gaithersburg, MD, USA.

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.

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.

Guo, Jinlin, Foley, Colum, Gurrin, Cathal ORCID: 0000-0002-5023-4089 and Lao, Songyang (2011) Semantic concept detection in imbalanced datasets based on different under-sampling strategies. In: International Conference on Multimedia and Expo (ICME) 2011, 11-15 July 2011, Barcelona, Spain.

O'Connor, Edel, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2011) A multi-modal event detection system for river and coastal marine monitoring applications. In: IEE Oceans '11, 6-9 June 2011, Santander, Spain. ISBN 978-1-4577-0086-6

Li, Haoxuan, Scaife, Ronan and O'Brien, Darragh (2011) LF model based glottal source parameter estimation by extended Kalman filtering. In: Irish Signals and Systems Conference (ISSC 2011), 23-24 June 2011, Dublin, Ireland.

Foley, Colum, Guo, Jinlin, Scott, David, Ferguson, Paul, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) TRECVid 2010 experiments at Dublin City University. In: TRECVid 2010, 15-17 Nov 2010, Gaithersburg, Maryland.

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

Doherty, Aiden R. ORCID: 0000-0003-1840-0451, Qiu, Zhengwei, Foley, Colum, Lee, Hyowon ORCID: 0000-0003-4395-7702, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Green multimedia: informing people of their carbon footprint through two simple sensors. In: ACM Multimedia 2010, 25-29 October 2010, Florence, Italy. ISBN 978-1-60558-933-6

Doherty, Aiden R. ORCID: 0000-0003-1840-0451 (2010) AAL research. Creating the future technologies in Ireland – challenges and realities. In: Collaborative Networks in Ambient Assisted Living and Connected Health, 2-3 September 2010, Dundalk, Ireland.

Redzic, Milan ORCID: 0000-0003-2184-8273, Ó Conaire, Ciarán, Brennan, Conor ORCID: 0000-0002-0405-3869 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2010) Multimodal identification of journeys. In: IMPRESS 2010 - 1st International Workshop on Interactive Multimodal, Pattern Recognition in Embedded Systems in conjunction with DEXA 2010, 1 September 2010, Bilbao, Spain. ISBN 978-1-4244-8049-4

Over, Paul, Awad, George M., Fiscus, Jon, Michel, Martial, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Kraaij, Wessel (2010) TRECVID 2009 - goals, tasks, data, evaluation mechanisms and metrics. In: TRECVid Workshop 2009, 16-17 November 2009, Gaithersburg, MD, USA.

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.

Kuklyte, Jogile, Kelly, Philip, Ó Conaire, Ciarán, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Xu, Li-Qun (2009) Anti-social behavior detection in audio-visual surveillance systems. In: PRAI*HBA - The Workshop on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis, 9-11 December 2009, Reggio Emilia, Italy.

Ferguson, Paul, O'Hare, Neil, Davy, Michael, Bermingham, Adam, Sheridan, Páraic, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2009) Exploring the use of paragraph-level annotations for sentiment analysis of financial blogs. In: WOMAS 2009 - Workshop on Opinion Mining and Sentiment Analysis, 13 November 2009, Seville, Spain. (In Press)

O'Hare, Neil, Davy, Michael, Bermingham, Adam, Ferguson, Paul, Sheridan, Páraic, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2009) Topic-dependent sentiment analysis of financial blogs. In: TSA 2009 - 1st International CIKM Workshop on Topic-Sentiment Analysis for Mass Opinion Measurement, 6 November 2009, Hong Kong, China. ISBN 978-1-60558-805-6

Fatemi, Nastaran, Poulin, Florian, Raileany, Laura E. and Smeaton, Alan F. (2009) Using association rule mining to enrich semantic concepts for video retrieval. In: KDIR 2009 - International Conference on Knowledge Discovery and Information Retieval, 6-8 October, 2009, Madeira, Portugal.

Redzic, Milan ORCID: 0000-0003-2184-8273, Ó Conaire, Ciarán, Brennan, Conor ORCID: 0000-0002-0405-3869 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2009) A hybrid method for indoor user localisation. In: EuroSSC 2009 - 4th European Conference on Smart Sensing and Context, 16-18 Sept 2009, Guildford, UK.

O'Connor, Edel, Ó Conaire, Ciarán, Smeaton, Alan F., O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Diamond, Dermot ORCID: 0000-0003-2944-4839 (2009) River water-level estimation using visual sensing. In: EuroSSC 2009 - 4th European Conference on Smart Sensing and Context, 16-18 Sept 2009, Guildford, UK.

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

Ó Conaire, Ciarán, Fogarty, Keith, Brennan, Conor ORCID: 0000-0002-0405-3869 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2008) User localisation using visual sensing and RF signal strength. In: ImageSense 2008, 4 November 2008, Raleigh, North Carolina, USA.

Bermingham, Adam, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Hogan, Deirdre (2008) DCU at the TREC 2008 Blog Track. In: TREC 2008 - Text REtrieval Conference, Gaithersburg, MD.

Hearne, Mary, Ozdowska, Sylwia and Tinsley, John (2008) Comparing constituency and dependency representations for SMT phrase-extraction. In: TALN 2008 - la 15éme Conférence Annuelle sur le Traitement Automatique des Langues Naturelles, 9-13 June 2008, Avignon, France.

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.

Book Section

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

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

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

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

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

Hopfgartner, Frank ORCID: 0000-0003-0380-6088, Yang, Yang, Zhou, Lijuan Marissa and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2013) User Interaction Templates for the Design of Lifelogging Systems. In: Hussein, Tim, Paulheim, Heiko, Lukosch, Stephen and Ziegler, Jurgen, (eds.) Semantic Models for Adaptive Interactive Systems. Springer London, pp. 187-204. ISBN 978-1-4471-5300-9

Monograph

Conway, Maura ORCID: 0000-0003-4216-8592, Khawaja, Moign, Lakhani, Suraj, Reffin, Jeremy, Robertson, Andrew and Weir, David (2017) Disrupting Daesh: measuring takedown of online terrorist material and it's impacts. Policy Report. VOX-Pol. ISBN 978-1-873769-70-6

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).