Subject: Machine learning

Article

O'Brolcháin, Fiachra and Jacquemard, Tim and Monaghan, David and O'Connor, Noel E. and Novitzky, Peter and Gordijn, Bert (2016) The convergence of virtual reality and social networks: threats to privacy and autonomy. Science and Engineering Ethics, 22 (2). ISSN 1471-5546

Mohedano, Eva and Healy, Graham and McGuinness, Kevin and Giró-i-Nieto, Xavier and O'Connor, Noel E. and Smeaton, Alan F. (2015) Improving object segmentation by using EEG signals and rapid serial visual presentation. Multimedia Tools and Applications, 74 (22). pp. 10137-10159. ISSN 1573-7721 (In Press)

Antony, Joseph and McGuinness, Kevin and Welch , Neil and Coyle, Joe and Franklyn-Miller, Andrew and O'Connor, Noel E. and Moran, Kieran (2015) An interactive segmentation tool for quantifying fat in lumbar muscles using axial lumbar-spine MRI. IRBM, 37 (1). pp. 11-22. ISSN 1959-0318

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

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

Zhang , Dian and Sullivan, Timothy and Briciu Burghina, Ciprian Constantin and Murphy, Kevin and McGuinness, Kevin and O'Connor, Noel E. and Smeaton, Alan F. and Regan, Fiona (2014) Detection and classification of anomalous events in water quality datasets within a smart city-smart bay project. International Journal on Advances in Intelligent Systems, 7 (1&2 ). pp. 167-178. ISSN 1942-2679

Bicici, Ergun and Groves, Declan and van Genabith, Josef (2013) Predicting sentence translation quality using extrinsic and language independent features. Machine Translation, 27 (3-4). pp. 171-192. ISSN 0922-6567

Mitchell, Edmond and Monaghan, David and O'Connor, Noel E. (2013) Classification of sporting activities using smartphone accelerometers. Sensors , 13 (4). pp. 5317-5337. ISSN 1424-8220

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

O'Connor, Edel and Smeaton, Alan F. and O'Connor, Noel E. and Regan, Fiona (2012) A neural network approach to smarter sensor networks for water quality monitoring. Sensors 2012, 12 (4). pp. 4605-4632. ISSN 1424-8220

Essid, Slim and Lin, Xinyu and Gowing, Marc and Kordelas, Georgios and Aksay, Anil and Kelly, Philip and Fillon, Thomas and Zhang, Qianni and Dielmann, Alfred and Kitanovski, Vlado and Tournemenne, Robin and Masurelle, Aymeric and Izquierdo, Ebroul and O'Connor, Noel E. and Daras, Petros 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

May, Gregory and Doherty, Aiden R. and Smeaton, Alan F. and Warrington, Giles (2010) Correlating multimodal physical sensor information with biological analysis in ultra endurance cycling. Sensors, 10 (8). pp. 7216-7235. ISSN 1424-8220

Byrne, Daragh and Doherty, Aiden R. and Snoek, Cees G.M. and Jones, Gareth J.F. and Smeaton, Alan F. (2009) Everyday concept detection in visual lifelogs: validation, relationships and trends. Multimedia Tools and Applications, 49 (1). pp. 119-144. ISSN 1573-7721

Wagner, Joachim and Foster, Jennifer and van Genabith, Josef (2009) Judging grammaticality: experiments in sentence classification. CALICO Journal, 26 (3). pp. 474-490. ISSN 0742-7778

Stroppa, Nicolas and Yvon, François (2006) Du quatrième de proportion comme principe inductif : une proposition et son application à l’apprentissage de la morphologie. Traitement Automatique des Langues, 47 (1). ISSN 1965-0906

Book

Huet, Benoit and Smeaton, Alan F. and Mayer-Patel, Ketan and Avrithis, Yannis, eds. (2009) Advances in multimedia modeling: proceedings of the 15th international multimedia modeling conference, MMM 2009, Sophia-Antipolis,France, January 7-9, 2009. Lecture Notes in Computer Science, 5371 . Springer. ISBN 978-3-540-92891-1

Book Section

Kapela, Rafal and McGuinness, Kevin and Świetlicka, Aleksandra and O'Connor, Noel E. (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 and Yang, Yang and Zhou, Lijuan Marissa and Gurrin, Cathal (2013) User Interaction Templates for the Design of Lifelogging Systems. In: Hussein, Tim and Paulheim, Heiko and Lukosch, Stephen and Ziegler, Jurgen, (eds.) Semantic Models for Adaptive Interactive Systems. Springer London, pp. 187-204. ISBN 978-1-4471-5300-9

Conference or Workshop Item

Marsden, Mark and Little, Suzanne and McGuinness, Kevin and O'Connor, Noel E. (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

Corrigan, Owen and Smeaton, Alan F. (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)

Scanlon, Philip and Smeaton, Alan F. (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, Ghanashyma and Ahmadi, Amin and O'Connor, Noel E. and Moran, Kieran (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 Sep 2017, Konstanz, Germany. ISBN 978-3-319-67845-0

Pan, Junting and Sayrol, Elisa and Giro-i-Nieto, Xavier and Canton Ferrer, Cristian and Torres, Jordi and McGuinness, Kevin and O’Connor, Noel E. (2017) SalGAN: visual saliency prediction with generative adversarial networks. In: CVPR SUNw: Scene Understanding Workshop 2017, July 26, 2017, Hawaii.

Smeaton, Alan F. (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 and Corrigan, Owen and Scanlon, Philip and Smeaton, Alan F. (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

Jargalsaikhan, Iveel and Suzanne, Little and Noel E. , O'Connor (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.

Healy, Graham and Wang, Zhengwei and Gurrin, Cathal and Ward, Tomás E. and Smeaton, Alan F. (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.

O’ Donoghue, Jim and Roantree, Mark and McCarren, Andrew (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

Antony, Joseph and McGuinness, Kevin and O'Connor, Noel E. and Moran, Kieran (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 and Mohedano, Eva and McGuinness, Kevin and Calafell, Andrea and Giró-i-Nieto, Xavier and O'Connor, Noel E. and Zhou, Jiang and Azevedo, Lucas and Daudert, Tobias and Davis, Brian and Hurlimann, Manuela and Afli, Haithem and Du, Jinhua and Ganguly, Debasis and Li, Wei B. and Way, Andy and Smeaton, Alan F. (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. and McGuinness, Kevin and Gurrin, Cathal and Zhou, Jiang and O'Connor, Noel E. and Wang, Peng and Davis, Brian and Azevedo, Lucas and Freitas, Andre and Signal, Louise and Smith, Moira and Stanley, James and Barr, Michelle and Chambers, Tim and Ní Mhurchú, Cliona (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. (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 and Ahmadi, Amin and Moran, Kieran and O' Connor, Noel E. (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.

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

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

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

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

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

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

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

O' Donoghue , Jim and Roantree, Mark and McCarren, Andrew (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.

Scanlon, Philip and Smeaton, Alan F. (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 and Crane, Martin and Gurrin, Cathal and Ruskin, Heather J. (2016) Finding motifs in larger personal lifelogs. In: 7th Augmented Human International Conference 2016, 25-26 Feb 2016, Geneva, Switzerland. ISBN 978-1-4503-3680-2

Qiu, Zhengwei and Gurrin, Cathal and Smeaton, Alan F. (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 and Wang, Tianchun and McGuinness, Kevin and Guo, Yu and Gurrin, Cathal (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 and Ye, TengQi and Gurrin, Cathal (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 and Gurrin, Cathal and Albatal, Rami (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

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. (2015) Predicting peer group effects on University exam results. In: EventInsight Student Conference (INSIGHT-SC 2015), 30 Oct 2015, NUIG, Galway, Ireland.

Corrigan, Owen and Glynn, Mark and McKenna, Aisling and Smeaton, Alan F. and Smyth, Sinead (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.

O'Donoghue, Jim and Roantree, Mark and Cullen, Bryan and Moyna , Niall and O'Sullivan , Conor and McCarren , Andrew (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 and Liu, Qun and Way, Andy (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 and Little, Suzanne and Trichet, Remi and O'Connor, Noel E. (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 and 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 and Salvador, Amaia and Porta Caubet, Sergi and Giró-i-Nieto, Xavier and McGuinness, Kevin and Healy, Graham and O'Connor, Noel E. and Smeaton, Alan F. (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 and Apostolakis, Konstantinos and Daras, Petros and Ravenet, Brian and 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

Mitchell, Edmond and Ahmadi, Amin and O'Connor, Noel E. and Richter, Chris and Farrell, Evan and Moran, Kieran (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 and Healy, Graham and McGuinness, Kevin and Giró-i-Nieto, Xavier and O'Connor, Noel E. and Smeaton, Alan F. (2015) EEG-based saliency maps. In: Women in Computer Vision workshop, CVPR, 7-12 June 2015, Boston, MA..

Buman, Matthew P. and Hu, Feiyan and Newman, Eamonn and Smeaton, Alan F. 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..

Corrigan, Owen and Glynn, Mark and Smeaton, Alan F. and Smyth, Sinead (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 and Albatal, Rami and Gurrin, Cathal (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 and Mohedano, Eva and Zhang, Zhenxing and Hu, Feiyan and Albatal, Rami and Gurrin, Cathal and O'Connor, Noel E. and Smeaton, Alan F. and Salvador, Amaia and Giró-i-Nieto, Xavier 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..

Wei, Haolin and Monaghan, David and O'Connor, Noel E. 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 and Albatal, Rami and Gurrin, Cathal (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 and Monaghan, David and O'Connor, Noel E. (2014) Multi-modal continuous human affect recognition. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

Gowing, Marc and Monaghan, David and O'Connor, Noel E. (2014) Multimodal human motion capture and synthesis. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

Moynagh, Brian and Ye, Tengqi and Albatal, Rami and Gurrin, Cathal (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. and Smyth, Sinead and Corrigan, Owen and 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 and Gurrin, Cathal and Albatal, Rami and Ye, TengQi (2014) Real-time behavioural analysis using google glass. In: Measuring Behavior 2014, 27-29 Aug, Wageningen - The Netherlands.

Albatal, Rami and McGuinness, Kevin and Hu, Feiyan and Smeaton, Alan F. (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 (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 (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 and 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 and Aly, Robin and Chatfield, Ken and Parkhi, Omkar M. and Arandjelovic, Relja and Douze, Matthijs and Kemman, Max and Kleppe, Martijn and van der Kreeft, Peggy and Macquarrie, Kay and Ozerov, Alexey and O'Connor, Noel E. and De Jong, Franciska and Zisserman, Andrew and 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. (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 and Little, Suzanne (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 and Zhang, Zhenxing and Albatal, Rami and McGuinness, Kevin and Acar, Esra and Hopfgartner, Frank and Gurrin, Cathal and O'Connor, Noel E. and Smeaton, Alan F. (2014) Audio-visual classification video browser. In: 20th Anniversary International Conference on MultiMedia Modeling, MMM 2014, Dublin, Ireland, 6-10 Jan 2014.

Sîrbu, Alina and Crane, Martin and Ruskin, Heather J. (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 and Jargalsaikhan, Iveel and Albatal, Rami and Direkoglu, Cem and O'Connor, Noel E. and Smeaton, Alan F. and Clawson, Kathy and Jing, Min and Scotney, Bryan and Wang, Hui and Li, Jun and Nieto, Marcos and Ortega, Juan Diego and Rodriguez, Aitor and 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 and Arandjelovic, Relja and Chatfield, Ken and Douze, Matthijs and Fernando, Basura and Harchaoui, Zaid and McGuinness, Kevin and O'Connor, Noel E. and Oneata, Dan and Parkhi, Omkar M. and Potapov, Danila and Revaud, Jérôme and Schmid, Cordelia and Schwenninger, Jochen and Scott, David and Tuytelaars, Tinne and Verbeek, Jakob and 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 and Rozenknop, Antoine and Foster, Jennifer (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 and Tsarfaty, Reut and Kübler, Sandra and Candito, Marie and Choi, Jinho and Farkas , Richard and Foster, Jennifer and Goenaga, Iakes and Gojenola, Koldo and Goldberg, Yoav and Green, Spence and Habash, Nizar and Kuhlmann, Marco and Maier, Wolfgang and Nivre, Joakim and Przepiórkowski, Adam and Roth, Ryan and Seeker, Wolfgang and Versley, Yannick and Vincze, Veronika and Wolin ́ski, Marcin and 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 and Foster, Jennifer and Rubino, Raphael and 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 and de Souza, Jose and Foster, Jennifer 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 and Scanlon, Patricia and LI, Yingbo and Monaghan, David and O'Connor, Noel E. (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 and Van Broeck, Sigurd and Dareau, Claude and Ravenet, Brian and Ochs, Magalie and Apostolakis, Konstantinos and Daras, Petros and Monaghan, David and O'Connor, Noel E. and Wall, Julie and Izquierdo, Ebroul (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 and Qiu, Zhengwei and Gurrin, Cathal (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 and Foster, Jennifer and van der Puil, Jennifer and O'Brien, Ron and 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 and Gurrin, Cathal 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 and Gurrin, Cathal 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 and Ghita, Ovidiu and Whelan, Paul F. (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 and McGuinness, Kevin and Chen, Shu and O'Connor, Noel E. and Chatfield, Ken and Parkhi, Omkar M. and Arandjelovic, Relja and Zisserman, Andrew and Fernando, Basura and Tuytelaars, Tinne and Oneata, Dan and Douze, Matthijs and Revaud, Jérôme and Schwenninger, Jochen and Potapov, Danila and Wang, Heng and Harchaoui, Zaid and 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 and Zheng, Xing and Scott, David and Hopfgartner, Frank and Albatal, Rami and Gurrin, Cathal and Smeaton, Alan F. (2012) TRECVid 2012 experiments at Dublin City University. In: TRECVid 2012, 26-28 Nov 2012, Gaithersburg, MD.

Little, Suzanne and Jargalsaikhan, Iveel and Clawson, Kathy and Li, Hao and Nieto, Marcos and Direkoglu, Cem and O'Connor, Noel E. and Smeaton, Alan F. and Rodriguez, Aitor and Sanchez, Pedro and Villarroel Peniza, Karina and Martinez Llorens, Ana and Gimenez, Roberto and 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 (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 and Rubino, Raphael and Roturier, Johann and Foster, Jennifer (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 and Jones, Gareth J.F. and O'Connor, Noel E. (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.

Tu, Zhaopeng and He, Yifan and Foster, Jennifer and van Genabith, Josef and 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. (2012) Sensor data streams from smart metering. In: CIICT: Symposium on Energy Efficiency and ICT, 5-6 July 2012, Dublin, Ireland.

Guo, Jinlin and Scott, David and Hopfgartner, Frank and Gurrin, Cathal (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. (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.

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

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

Bermingham, Adam and Smeaton, Alan F. (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 and Kelly, Philip and O'Connor, Noel E. (2011) Multi-sensor classification of tennis strokes. In: IEEE Sensors 2011, 28-31 Oct, Limerick, Ireland.

Guo, Jinlin and Foley, Colum and Gurrin, Cathal 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 and Smeaton, Alan F. and O'Connor, Noel E. (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

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

Bermingham, Adam and Smeaton, Alan F. (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. and Qiu, Zhengwei and Foley, Colum and Lee, Hyowon and Gurrin, Cathal and Smeaton, Alan F. (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. (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 and Ó Conaire, Ciarán and Brennan, Conor and O'Connor, Noel E. (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 and Awad, George M. and Fiscus, Jon and Michel, Martial and Smeaton, Alan F. 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. (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 and Kelly, Philip and Ó Conaire, Ciarán and O'Connor, Noel E. 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 and O'Hare, Neil and Davy, Michael and Bermingham, Adam and Sheridan, Páraic and Gurrin, Cathal and Smeaton, Alan F. (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 and Davy, Michael and Bermingham, Adam and Ferguson, Paul and Sheridan, Páraic and Gurrin, Cathal and Smeaton, Alan F. (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 and Poulin, Florian and 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 and Ó Conaire, Ciarán and Brennan, Conor and O'Connor, Noel E. (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 and Ó Conaire, Ciarán and Smeaton, Alan F. and O'Connor, Noel E. and Diamond, Dermot (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 and Fogarty, Keith and Brennan, Conor and O'Connor, Noel E. (2008) User localisation using visual sensing and RF signal strength. In: ImageSense 2008, 4 November 2008, Raleigh, North Carolina, USA.

Bermingham, Adam and Smeaton, Alan F. and Foster, Jennifer and Hogan, Deirdre (2008) DCU at the TREC 2008 Blog Track. In: TREC 2008 - Text REtrieval Conference, Gaithersburg, MD .

Hearne, Mary and 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.

Monograph

Conway, Maura and Khawaja, Moign and Lakhani, Suraj and Reffin, Jeremy and 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

Thesis

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.

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.

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 (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 (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 (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.