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Thesis

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

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

Dietlmeier, Julia (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.

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

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Conference or Workshop Item

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

McGuinness, Kevin 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)

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 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 (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. (In Press)

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

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 (2019) Unsupervised label noise modeling and loss correction. In: International Conference on Machine Learning (ICML), 10-15 June 2019, Long Beach, CA, USA. (In Press)

Azcona, David ORCID: 0000-0003-3693-7906, Arora, Piyush ORCID: 0000-0002-4261-2860, I-Han, Hsiao 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

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 ORCID: 0000-0001-6414-7886, 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.

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

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.

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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) 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

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.

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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

Wang, Longyue ORCID: 0000-0002-9062-6183, Tu, Zhaopeng, Shi, Shuming, Zhang, Tong, Graham, Yvette ORCID: 0000-0001-6741-4855 and Liu, Qun ORCID: 0000-0002-7000-1792 (2018) Translating pro-drop languages with reconstruction models. In: 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 2 - 7 Feb 2018, New Orleans, LA, USA. ISBN 978-1-57735-800-8

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

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, 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)

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

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.

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.

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

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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Kuijk, Fons, Apostolakis, Konstantinos, Daras, Petros ORCID: 0000-0003-3814-6710, Ravenet, Brian, Wei, Haolin and Monaghan, David (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

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.

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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.

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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

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

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Book Section

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.