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Thesis

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.

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.

Marsden, Mark (2019) Crowd behaviour and congestion analysis through deep machine learning. 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.

Scanlon, Philip (2018) Using students’ digital footprints to identify peer influences on academic outcomes. PhD thesis, Dublin City University.

Corrigan, Owen (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.

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

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

Jargalsaikhan, Iveel (2017) An action recognition framework for uncontrolled video capture based on a spatio-temporal video graph. PhD thesis, Dublin City University.

Andrearczyk, Vincent (2017) Deep learning for texture and dynamic texture analysis. PhD 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.

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.

Zhou, Lijuan Marissa (2016) Lifelog access modelling using MemoryMesh. PhD thesis, Dublin City University.

Dehghani, Alireza (2015) Model-based human upper body tracking using interest points in real-time video. PhD thesis, Dublin City University.

Mac Fhearaí, Oisín (2014) Massively multi-author hybrid artificial intelligence. 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.

Sîrbu, Alina (2011) Gene regulatory network modelling with evolutionary algorithms -an integrative approach. PhD thesis, Dublin City University.

Kelly, Ciarán (2010) Design and Characterisation of a Novel Artificial Life System Incorporating Hierarchical Selection. PhD thesis, Dublin City University.

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

Mitchell, George G. (2007) Evolutionary computation applied to combinatorial optimisation problems. PhD thesis, Dublin City University.

Haran, Aidan (2002) Collaborative computer personalities in the game of chess. Master of Science thesis, Dublin City University.

McCartney, Robert (1996) An experimental design framework for evolutionary robotics. Master of Engineering thesis, Dublin City University.

McMullin, Finbar Vincent (1992) Artificial knowledge an evolutionary approach. PhD thesis, Dublin City University.

Conference or Workshop Item

Basereh, Maryam, Brennan, Rob ORCID: 0000-0001-8236-362X, Corrigan, Siobhan ORCID: 0000-0003-2046-8252 and Abgaz, Yalemisew ORCID: 0000-0002-3887-5342 (2020) A risk governance framework for healthcare decision support systems based on socio-technical analysis. In: CPAIE2020, Critical Perspectives on Artificial Intelligence Ethics 2020, 22-23 Oct 2020, Edinburgh, Scotland.

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).

Han, Lifeng, Gareth, Jones ORCID: 0000-0003-2923-8365 and Alan F., Smeaton ORCID: 0000-0003-1028-8389 (2020) MultiMWE: building a multi-lingual multi-word expression (MWE) parallel corpora. In: 12th International Conference on Language Resources and Evaluation (LREC), 11-16 May, 2020, Marseille, France. (Virtual).

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).

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.

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)

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: International Joint Conference on Neural Networks, 19 - 24 July 2020, Glasgow, UK. (In Press)

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

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Remote Collaborative Knowledge Discovery for Better Understanding of Self-tracking Data. In: 25th Conference of Open Innovations Association FRUCT, 5-8 Nov 2019, Helsinki, Finland. ISBN 978-952-69244-0-3

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

Gurum 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.

Fernandez, Jaime B., Gurum 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

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) A domain ontology and software platform for collaborative personal data analytics. In: 16th International Conference on Cooperative Design, Visualization and Engineering (CDVE2019 ), 6-9 Oct 2019, Mallorca, Spain.

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)

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

Horta, Vitor A.C. and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2019) Towards explaining deep neural networks through graph analysis. In: International Conference on Database and Expert Systems Applications DEXA 2019, 26-20 Aug 2019, Linz, Austria. ISBN 978-3-030-27683-6

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

Liu, Qingzhi, Cheng, Long ORCID: 0000-0003-1638-059X, Ozcelebi, Tanir, Murphy, John and Lukkien, Johan (2019) Deep reinforcement learning for IoT network dynamic clustering in edge computing. In: 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), 14-17 May 2019, Larnica, Cyprus.

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Unlocking the black box of wearable intelligence: ethical considerations and social impact. In: 2019 IEEE Congress on Evolutionary Computation, 10-13 Jun 2019, Wellington, New Zealand.

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.

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

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

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

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 (2019) Simple vs complex temporal recurrences for video saliency prediction. In: 30th British Machine Vision Conference (BMVC), 9-12 Sept 2019, Cardiff, Wales, UK.

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

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.

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.

Han, Lifeng (2018) Machine translation evaluation resources and methods: a survey. In: IPRC- Irish Postgraduate Research Conference, 8-9 Nov 2018, Dublin, Ireland.

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Ontology-based negotiation and enforcement of privacy constraints in collaborative knowledge discovery. In: 2nd International Workshop on Personal Analytics and Privacy, 10 Sept, 2018, Dublin, Ireland.

Panagiotis, Linardos, Mohedano, Eva, Cherto, Monica, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2018) Temporal saliency adaptation in egocentric videos. In: The Third International Workshop on Egocentric Perception, Interaction and Computing (EPIC@ECCV18), 9 Sept 2018, Munich, Germany.

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

Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Saliency weighted convolutional features for instance search. In: 16th International Conference on Content-Based Multimedia Indexing 2018, 4 - 6 Sept 2018, La Rochelle, France. ISBN 978-1-5386-7021-7

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark 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, 3-6 Sept 2018, Regensburg, Germany. ISBN 978-3-319-98538-1

Han, Lifeng 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

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) Modelling math learning on an open access intelligent tutor. In: The 19th International Conference on Artificial Intelligence in Education, June 27 - 30, 2018, London, UK. ISBN 978-3-319-93846-2

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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

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

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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

Afli, Haithem ORCID: 0000-0002-7449-4707, Hu, Feiyan ORCID: 0000-0001-7451-6438, Du, Jinhua ORCID: 0000-0002-3267-4881, Cosgrove, Daniel, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Arazo Sanchez, Eric, Zhou, Jiang ORCID: 0000-0002-3067-8512 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Dublin City University participation in the VTT track at TRECVid 2017. In: TRECVid workshop, 13-15 Nov 2017, Gaithersburg, Md., USA.

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

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Insights from data analytics Into Our Personal Sensor data. In: 2nd MMHealth Workshop 2017 Where Multimedia and Health Meet @ ACM Multimedia 2017, October 23-27, 2017, Mountain View, Calif.. ISBN 978-1-4503-5504-9

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.

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Ferstl, Ylva, Farouk, Mohamed, Little, Suzanne ORCID: 0000-0003-3281-3471, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair (2017) A Dataset for Irish sign language recognition. In: Irish Machine Vision and Image Processing Conference (IMVIP), 30 Aug- 1 Sep 2017, Maynooth, Ireland. (In Press)

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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.

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Azcona, David ORCID: 0000-0003-3693-7906, Corrigan, Owen, 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, 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.

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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.

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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.

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Gurrin, Cathal ORCID: 0000-0002-5023-4089, Lee, Hyowon ORCID: 0000-0003-4395-7702 and Hayes, Jer (2010) iForgot: a model of forgetting in robotic memories. In: HRI 2010 - 5th ACM/IEEE International Conference on Human-Robot Interaction, 2-5 March 2010, Osaka, Japan. ISBN 978-1-4244-4892-0

Wang, Peng, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Songyang, Lao, O'Connor, Edel, Ling, Yunxiang and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2009) Short-term rainfall nowcasting: using rainfall radar imaging. In: Eurographics Ireland 2009: The 9th Irish Workshop on Computer Graphics, 11 December 2009, Dublin, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Wilkins, Peter, Healy, Graham ORCID: 0000-0001-6429-6339, Ampatzis, Christos, Rusinski, M. and Izzo, Dario (2009) Neurological modeling of what experts vs. non-experts find interesting. In: Neuroscience 2009, 17-21 October 2009, Chicago, USA.

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.

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Decraene, James, Mitchell, George G. and McMullin, Barry (2008) Modeling and evolving biochemical networks: insights into communication and computation from the biological domain. In: CIICT 2008: China-Ireland International Conference on Information and Communications Technologies, 26-28 September 2008, Beijing, China. ISBN 9780863419218

Mitchell, George G., McMullin, Barry and Decraene, James (2007) A cost benefit operator for efficient multi level genetic algorithm searches. In: CEC 2007: IEEE Congress on Evolutionary Computation 2007, 25-28 September 2007, Singapore. ISBN 978-1-4244-1339-3

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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

Mohedano, Eva, Salvador, Amaia, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Marqués, Ferran (2017) Object retrieval with deep convolutional features. In: Hemanth, D. Jude and Estrela, Vania Vieira, (eds.) Deep Learning for Image Processing Applications. Advances in Parallel Computing, 31 . IOS Press Ebooks, Amsterdam, The Netherlands, pp. 137-163. ISBN 978-1-61499-821-1

Decraene, James, Mitchell, George G. and McMullin, Barry (2007) Evolving artificial cell signaling networks: perspectives and methods. In: Dressler, Falko and Carreras, Iacopo, (eds.) Advances in Biologically Inspired Information Systems. Studies in Computational Intelligence, 69 . Springer Berlin / Heidelberg, pp. 165-184. ISBN 978-3-540-72692-0

Book

Doherty, Aiden R. ORCID: 0000-0003-1840-0451, O'Hara, Kieron, Aizawa, Kiyoharu, Caprani, Niamh and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2011) IAPMA 2011: 2nd Workshop on information access to personal media archives. IAPMA 2011: 2nd Workshop on Information Access to Personal Media Archives, 2 . Dublin City University, Dublin City University. ISBN 1872327974

Monograph

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2018) An architecture and services for constructing data marts from online data sources. Technical Report. UNSPECIFIED.

Decraene, James (2006) The Holland broadcast language. Technical Report. School Of Electronic Engineering, Dublin City University.