Publications


2014

Tarasov, Alexey, Sarah Jane Delany, and Brian Mac Namee. “Dynamic estimation of worker reliability in crowdsourcing for regression tasks: Making it work.” Expert Systems with Applications 41.14 (2014): 6190-6210.

Schuette, Niels, John D. Kelleher, and Brian Mac Namee. “The Effect of Sensor Errors in Situated Human-Computer Dialogue.” (2014).

Schuette, Niels, John Kelleher, and Brian Mac Namee. “Perception Based Misunderstandings in Human-Computer Dialogues.” (2014).

2013

A Tarasov, SJ Delany, B Mac Namee, “Improving Performance by Re-Rating in the Dynamic Estimation of Rater Reliability”, In Proceedings of Machine Learning Meets Crowdsourcing Workshop in conjunction with International Conference on Machine Learning. (2013)

K Kennedy, B Mac Namee, SJ Delany, M O’Sullivan, N Watson, “A window of opportunity: Assessing behavioural scoring”, Expert Systems with Applications, 40(4). (2013)

Yan Li, Brian Mac Namee and John D. Kelleher, “Expecting the Unexpected: Measuring Uncertainties in Mobile Robot Path Planning in Dynamic Environments”, In Proceedings of the 14th Towards Autonomous Robotic Systems (TAROS 2013). (2013)

Lindstrom, P., Mac Namee, B. & Delany, S., “Drift detection using uncertainty distribution divergence”, Evolving Systems, 4, 13-25. (2013)

2012

Tarasov, A , Delany, S. J., Mac Namee, B., “Dynamic Estimation of Rater Reliability in Subjective Tasks using Multi-Armed Bandit Techniques”, roceedings of the ASE/IEEE International Conference on Social Computing, pp. 979-980. (2012)

Tarasov, A , Delany, S. J., Mac Namee, B., “Improving Performance by Re-Rating in the Dynamic Estimation of Rater Reliability”, Machine Learning Meets Crowdsourcing Workshop, in conjunction with ICML 2013 . (2012)

Tarasov, A , Delany, S. J., Mac Namee, B., “Dynamic Estimation of Rater Reliability in Regression Tasks using Multi-Armed Bandit Techniques”, Workshop on Machine Learning in Human Computation and Crowdsourcing, in conjunction with ICML 2012 . (2012)

Dunne, M., Mac Namee, B. & Kelleher, J.D., “Stereoscopic avatar interfaces: A study to determine what effect, if any, 3d technology has at increasing the interpretability of an avatar’s gaze into the real-world”, In Proceedings of Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction (MA3 2012). (2012)

Strunkin, D., Mac Namee, B. & Kelleher, J.D.,, “An Investigation into Feature Selection for Oncological Survival Prediction”, In Proceedings of the International Conference on Information Technology: New Generations (ITNG-12). (2012)

Dunne, M., Mac Namee, B. & Kelleher, J.D., “The Turning, Stretching and Boxing Technique: A Step in the Right Direction”, In Proceedings of the 12th International Conference on Intelligent Virtual Agents. (2012)

Delany, S.J., Segata, N. & Mac Namee, B., “Profiling Instances in Noise Reduction”, Knowledge Based Systems, (31) p28-40. (2012)

K. Kennedy, B. Mac Namee, S.J. Delany, “Using semi-supervised classifiers for credit scoring”, Journal of the Operational Research Society 64, no. 4 (2012): 513-529. (2012)

2011

Kenneth Kennedy, Sarah Jane Delany and Brian Mac Namee, “A Framework for Generating Data to Simulate Application Scoring”, In Proceedings of the Credit Scoring and Credit Control XII Conference. (2011)

Schutte, N., Kelleher, J & Mac Namee, B., “Automatic Annotation of Referring Expression in Situated Dialogues”, International Journal Of Computational Linguistics And Applications, 2 (1-2). (2011)

Lindstrom, P., MacNamee, B., Delany, S., “Drift Detection Using Uncertainty Distribution Divergence”, In Proceedings of the 2nd International Workshop on Handling Concept Drift in Adaptive Information Systems (HaCDAIS). (2011)

Sloan, C., Mac Namee, B. & Kelleher, J.D., “Utility-Directed Goal-Oriented Action Planning: A Utility-Based Control System for Computer Game Agents”, In Proceedings of the 22nd Irish Conference on Artificial Intelligence and Cognitive Science. (2011)

Kelleher, J.D., Ross, R.J., Sloan, C. & Mac Namee, B., “The effect of occlusion on the semantics of projective spatial terms: a case study in grounding language in perception.”, Cognitive Processing 12(1): 95-108. (2011)

Sloan, C., J. D. Kelleher, B. Mac Namee, “Feeling the Ambiance: Using Smart Ambiance to Increase Contextual Awareness in Game Agents”, In proceedings of the Sixth International ACM Conference on the Foundations of Digital Games. (2011)

2010

Brian Mac Namee, Rong Hu, and Sarah Jane Delany, “Inside the Selection Box: Visualising active learning selection strategies”, In Proceedings of the Challenges of Data Visualization Neural Information Processing Systems (NIPS) 2010 Workshop. (2010) |abstract|

Kelleher, J.D., Ross, R.J., Mac Namee, B. and Sloan, C., “Situating Spatial Templates for Human-Robot Interaction”, In Proc. of the AAAI Symposium on Dialog with Robots. (2010)

Schutte, N., Kelleher, J.D. and Mac Namee, B., “Visual Salience and Reference Resolution in Situated Dialogues: A Corpus-based Evaluation”, In Proc. of the AAAI Symposium on Dialog with Robots. (2010)

Mark Dunne, Brian Mac Namee & John Kelleher, “TSB Technique: Increasing a User’s Sense of Immersion with Intelligent Virtual Agents”, The 21st National Conference on Artificial Intelligence and Cognitive Science Student Symposium. (2010)

Mark Dunne, Brian Mac Namee & John Kelleher, “Scalable Multi-modal Avatar Interface for Multi-user Environments”, In Proceedings of the International Conference on Computer Animation and Social Agents 2010 (CASA 2010). (2010)

Patrick Lindstrom, Sarah Jane Delany, Brian Mac Namee, “Handling Concept Drift in Text Data Streams Constrained by High Labelling Cost”, In Proceedings of the 23rd Florida Artificial Intelligence Research Society Conference (FLAIRS). (2010)

Mac Namee, B., Beaney, D., and Dong, Q., “Motion in Augmented Reality Games: An Engine for Creating Plausible Physical Interactions in Augmented Reality Games”, International Journal of Computer Games Technology, vol. 2010, Article ID 979235. (2010)

Patrick Lindstrom, Rong Hu, Sarah Jane Delany, and Brian Mac Namee, “SVM Based Active Learning with Exploration”, AISTATS 2010 Active Learning and Experimental Design Workshop. (2010)

Rong Hu, Patrick Lindstrom, Sarah Jane Delany, and Brian Mac Namee, “Exploring the Frontier of Uncertainty Space”, AISTATS 2010 Active Learning and Experimental Design Workshop. (2010)

Rong Hu, Brian Mac Namee, and Sarah Jane Delany, “Off to a good start: Using clustering to select the initial training set in active learning”, In: Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference (FLAIRS 2010). pp. 26-31. (2010)

Rong Hu, Sarah Jane Delany, Brian Mac Namee, “EGAL: Exploration Guided Active Learning for TCBR”, In Proceedings of International Conference on Case-based Reasoning (ICCBR) 2010. (2010)

Brian Mac Namee & Sarah Jane Delany, “CBTV: Visualising Case Bases for Similarity Measure Design and Selection”, In Proceedings of the International Conference on Case-based Reasoning (ICCBR) 2010. (2010)

Sarah Jane Delany, Richard Sinnott & Niall O’Reilly, “The Extent of Clientelism in Irish Politics: Evidence from Classifying Dail Questions on a Local-National Dimension”, In: Proceedings of 21st Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2010). (2010)

2009

Pauline Rooney, Kevin O’Rourke, Greg Burke, Brian Mac Namee, and Claudia Igbrude, “Cross-disciplinary approaches for developing serious games in Higher Education: frameworks for food safety and environmental health education”, In Proceedings of the First International IEEE Conference in Serious Games and Virtual Worlds (VS-GAmes ’09). (2009)

Niels Schutte, John Kelleher, and Brian Mac Namee, “A mobile multimodal dialogue system for location based services”, In Proceedings of the 9th Annual Information Technology & Telecommunication Conference (IT&T \’09). (2009)

Sarah Jane Delany (Ed.), “Proceedings of the Eight International Conference on Case-base Reasoning Workshops”, Seattle, WA, July 20th-23rd. (2009)

David Beaney and Brian Mac Namee, “Forked! A Demonstration of Physics Realism in Augmented Reality”, In Proceedings of the International Symposium on Mixed and Augmented Reality (ISMAR 2009). (2009)

John Kelleher, Colm Sloan & Brian Mac Namee, “An investigation into the semantics of English topological prepositions”, Cognitive Processing, vol 10(2), pp233-236, Springer, 2009. (2009)

Niels Schutte, “Position Paper for YRRTDS’09″, In Proceedings of the Fifth Annual Young Researchers’ Roundtable on Spoken Dialogue Systems ’09, pp91-92. (2009)

Niels Schutte, “A Mobile Multimodal Dialogue System for Location Based Services”, In Proceedings of the 9th Conference on Information Technology and Telecommunication (IT & T), pp221-225. (2009)

Mark Dunne, Brian Mac Namee and John Kelleher, “Intelligent Virtual Agent: Creating a Multi-Modal 3D Avatar Interface”, In Proceedings of the 9th Annual Information Technology & Telecommunication Conference (IT&T ’09). (2009)

Niels Schutte, “Generating Natural Language Descriptions of Ontology Concepts”, In Proceedings of the 12th European Workshop on Natural Language Generation (ENLG 2009). (2009)

Sarah Jane Delany, “The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing”, In: L.McGinty & D. Wilson (eds) International Conference on Case Based Reasoning (ICCBR 2009), LNCS 5650 p.135-149 Springer Verlag. (2009)

Nicola Segata, Enrico Blanzieri, Sarah Jane Delany and Padraig Cunningham, “Noise reduction for instance-based learning with a local maximal margin approach”, Journal of Intelligent Information Systems. (2009)

K. Kennedy, B. Mac Namee & S.J. Delany, “Credit Scoring: Solving the Low Default Portfolio Problem Using One-Class Classification”, In Proceedings of the 20th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2009), pp 168-177. (2009)

Kenneth Kennedy, Brian Mac Namee & Sarah-Jane Delany, “Low-Default Portfolio/One-Class Classi cation: A Literature Review”, School of Computing Technical Report: SOC-AIG-001-09. (2009)

Brian Mac Namee and Mark Dunne, “Widening the Evaluation Net”, In Proceedings of the 9th International Conference on Intelligent Virtual Agents (IVA ’09). (2009)

Brian Mac Namee and John D Kelleher, “Stepping Off the Stage”, In Proceedings of the 22nd Annual Conference on Computer Animation and Social Agents (CASA ’09). (2009)

Rong Hu, Sarah Jane Delany, Brian Mac Namee, “Sampling with Confidence: Using k-NN Confidence Measures in Active Learning”, In: Proceedings of the UKDS Workshop at 8th International Conference on Case-based Reasoning (ICCBR 09) p.181-192. (2009)

John Kelleher, Colm Sloan and Brian Mac Namee, “An Investigation into the Semantics of English Topological Prepositions”, In Proceedings of the 4th International Conference on Spatial Cognition. Rome, September 14-18. (2009)

John D. Kelleher and Fintan J. Costello, “Applying Computational Models of Spatial Prepositions to Visually Situated Dialog”, Computational Linguistics June 2009, Vol. 35, No. 2, Pages 271-306. (2009)

P Rooney, K O’Rourke, B Mac Namee, G Burke, C Igbrude, “Cross-disciplinary approaches for developing serious games in Higher Education”, In Proceedings of the First International IEEE Conference in Serious Games and Virtual Worlds (VS-Games ’09). (2009)

Brian Mac Namee, “Agent Based Modeling in Computer Graphics and Games”, In the Encyclopedia of Complexity and Systems Science, (Ed: Robert A . Meyers), Springer. (2009)

2008

John D. Kelleher & Brian Mac Namee, “A Review of Negation in Clinical Texts”, Dublin Institute of Technology School of Computing Technical Report, SOC-AIG-001-08. (2008)

Brian Mac Namee, John D. Kelleher and Sarah Jane Delany, “Medical Language Processing for Patient Diagnosis Using Text Classification and Negation Labelling”, In Proceedings of the Second i2b2 Shared-Task Workshop on Challenges in Natural Language Processing for Clinical Data, American Medical Informatics Association Annual conference (AMIA ’08). (2008)

Qian Zhang, Rong Hu, Brian Mac Namee & Sarah Jane Delany, “Back to the Future: Knowledge Light Case Base Cookery”, In: Proceedings of the Workshop on the Computer Cooking Contest, 9th European Conference on Case-based Reasoning, M Schaaf (ed.) p239-248. (2008)

Padraig Cunningham, Matthieu Cord & Sarah Jane Delany, “Supervised Learning”, In: Machine Learning Techniques for Multimedia. Case Studies on Organisation and Retrieval, M Cord & P Cunningham (eds.) p21-47 Springer. (2008)

Patrick Lindstrom, Sarah Jane Delany, & Brian Mac Namee, “AUTOPILOT: Simulating Changing Concepts in Real Data”, In Proceedings of the THE 19th Irish Conference on Artificial Intelligence and Cognitive Science. (2008)

Rong Hu, Brian Mac Namee, and Sarah Jane Delany, “Sweetening the Dataset: Using Active Learning to Label Unlabelled Datasets”, In Proceedings of the the 19TH Irish Conference on Artificial Intelligence and Cognitive Science (AICS ’08). (2008)

Qingqing Dong, Zhongyi Sun & Brian Mac Namee, “Physics-Based Table-Top Mixed Reality Games”, In Proceedings of the 39th Conference of the International Simulation & Gaming Association (ISAGA 2008). (2008)

John D. Kelleher and Brian Mac Namee, “Referring Expression Generation Challenge 2008 DIT System Descriptions (DIT-FBI, DIT-TVAS, DIT-CBSR, DIT-RBR, DIT-FBI-CBSR, DIT-TVAS-RBR)”, In Proceedings of the 5th International Natural Language Generation Conference (INLG-08). (2008)

2007

Cunningham P & SJ Delany, “Non Standard Similarity Metrics”, In: Proceedings of the Workshop on Knowledge Discovery & Similarity, 7th International Conference on Case-based Reasoning, Wilson & Khemani (Eds.) p115-128. (2007)

Sarah Jane Delany & Michael Madden (eds.), “Proceedings of the 18th Irish Conference on Artificial Intelligence & Cognitive Science (AICS-07)”, Dublin 2007. (2007)

Michael Madden & Sarah Jane Delany, “Special Issue from the 18th Artificial Intelligence and Cognitive Science Conference”, Artificial Intelligence Review, Vol. 27/28, No 4/1 Springer. (2007)

Brenner, M., Hawes, N., Kelleher, J.D. and Wyatt, J., “Mediating between qualitative and quantitative representations for task-oriented human robot interaction”, In Proceedings of IJCAI-07, Hyderabad, India. (2007)

Costello, F., Kelleher, J.D. and Volk, M. (eds.), “Proceedings of the 4th ACL-SIGSEM Workshop on Prepositions at ACL-2007″, June 28, Prague, Czech Republic. Association of Computational Linguistics. (2007)

Kelleher, J.D., “Attention driven reference resolution in multimodal contexts”, Artificial Intelligence Review 25(1-2) 21-35. (2007)

Kelleher, J.D., “Frequency Based Incremental Attribute Selection for GRE”, In Proceedings of the MT Summit XI Workshop Using Corpora for Natural Language Generation: Language Generation and Machine Translation (UCNLG+MT), Pages 90-92. Blez, A. and Varges, S. (eds). (2007)

Sarah Jane Delany and Derek Bridge, “Catching the Drift: Using Feature Free Case-based Reasoning for Spam Filtering”, In: R Weber & M. Richter (eds.) Case-Based Reasoning Research and Development, Procs of the 7th International Conference on Case-based Reasoning (ICCBR 2007) p314-328. (2007)

Hao Guo & Brian Mac Namee, “Using Computer Vision to Create a 3D Representation of a Snooker Table for Televised Competition Broadcasting”, In Proceedings of the 18th Irish Conference on Artifical Intelligence & Cognitive Science, pp 220-229. (2007)

2006

M. Wang & B. Mac Namee, “Bluetooth Assassin: A Location-Based Game For Mobile Devices”, In Proceedings of the 9th International Conference on Computer Games: AI, Animation, Mobile, Educational & Serious Games CGAMES06. (2006)

Kruijff, G.J. and Kelleher, J. and Berginc, G. and Leonardis, A., “Structural descriptions in human-assisted robot visual learning”, In Proceedings of the 1st Annual Conference on Human-Robot Interaction (HRI’06). Salt Lake City UT, USA. (2006)

Kruijff, G.J. and Kelleher, J. and Hawes, N., “Information Fusion For Visual Reference Resolution In Dynamic Situated Dialogue”, In Proceedings of Perception and Interactive Technologies (PIT’06). Kloster Irsee, Germany. LNCS/LNAI/LNBI Series by Springer Verlag. Eds. Andre, E., Baratoff, G., Dybkjaer, L., Hennecke, M., Minker, W., Neumann, H. and Weber, M.. (2006)

Kelleher, J. and Kruijff, G.J. and Costello, F., “Proximity in Context: an empirically grounded computational model of proximity for processing topological spatial expression”, In Proceedings of COLING-ACL’06. Sydney, Australia. Association of Computational Linguistics. (2006)

Kelleher, J. and Kruijff, G.J., “Incremental Generation of Spatial Referring Expressions in Situated Dialogue”, In Proceedings of COLING-ACL’06. Sydney, Australia. Association of Computational Linguistics. (2006)

Sarah Jane Delany, “Using Case-Based Reasoning for Spam Filtering”, PhD Thesis, March 2006. (2006)

Sarah Jane Delany, Padraig Cunningham and Alexey Tsymbal, “A comparison of Ensemble and Case-base Maintenance Techniques for Handling Concept Drift in Spam Filtering”, In: G.Sutcliffe and R.Goebel (eds.), Proc. 19th Int. Conf. on Artificial Intelligence FLAIRS’2006, p340-345, AAAI Press. (2006)

SJ Delany, P Cunningham & B Smyth, “ECUE: A Spam Filter that Uses Machine Learning to track Concept Drift”, In: Proc of the 17th Eur. Conf. on Artificial Intelligence (PAIS stream), p627-631. (2006)

SJ. Delany & D. Bridge, “Feature-Based and Feature Free Textual CBR: A Comparison in Spam Filtering”, In: D.Bell, P. Milligan & P. Sage (eds.) Proc of the 17th Irish Conf on Artificial Intelligence and Cognitive Science (AICS \’06) p244-253. (2006)

B Mac Namee, P Rooney, P Lindstrom, A Ritchie, F Boylan & G Burke, “Serious Gordon: Using Serious Games to Teach Food Safety in the Kitchen”, In Proceedings of the 9th International Conference on Computer Games: AI, Animation, Mobile, Educational & Serious Games CGAMES06. (2006)

2005

Sarah Jane Delany, Padraig Cunningham and Lorcan Coyle, “An Assessment of Case-Based Reasoning for Spam Filtering”, Artificial Intelligence Review Journal , 24(3-4) p359-378, Springer. (2005)

Matt Healy, Sarah Jane Delany and Anton Zamolotskikh, “An Assessment of Case-based Reasoning for Short Text Message Classification”, In: Norman Creaney (ed.) Proceedings of the 16th Irish Conference on Artificial Intelligence & Cognitive Science (AICS ’05), p257-266. (2005)

Kelleher, J.D., Costello, F. & van Genabith, J., “Dynamically structuring, updating and interrelating representations of visual and linguistic discourse context.”, Artificial Intelligence 167 62-102. (2005)

2004

Ronan Barrett and Sarah Jane Delany, “openMVC: A Non-proprietary Component-based Framework for Web Applications”, WWW2004 13th International World Wide Web Conference, p464-465. (2004)