The following links point to my public profiles on the research portals I use:

Below, is a list of my publications (with some relevant links) that I try to keep up to date.

Publications

2015

"Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples and Cast Studies", Kelleher, J.D., Mac Namee, B and D'Arcy. MIT Press.
[abstract] [bib] [Book Website] [MIT Book Website]

"The Recruitment of Passion and Community in the Service of Capital: Community Managers in the Digital Games Industry", Kerr, A. and Kelleher, J.D. Critical Studies in Media Communication
[abstract] [bib] [pdf]

"Changing perspective: Local Alignment of reference frames in dialogue", Dobnik, S., Howes, C. and Kelleher, J.D. Proceedings of the 19th Workshop on the Semantics and Pragmatics of Dialogue, pages 31--39.
[abstract] [bib] [pdf]

"A Model for Attention-Driven Judgements in Type Theory with Records", Kelleher, J.D. and Dobnik, S. Proceedings of Interactive Meaning Construction A Workshop at IWCS 2015
[abstract] [bib] [pdf]

2014

"Evaluation of a Substitution Method for Idiom Transformation in Statistical Machine Translation ", Salton, G.D., Ross, R.J. and Kelleher, J.D. Proceedings of the 10th Workshop on Multiword Expressions (MWE 2014) at the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Gothenberg, Sweden, 2014.
[abstract] [bib] [pdf]

"An Empirical Study of the Impact of Idioms on Phrase Based Statistical Machine Translation of English to Brazilian-Portuguese", Salton, G.D., Ross, R.J. and Kelleher, J.D. In Proceedings of the Third Workshop on Hybrid Approaches to Translation (HyTra) at the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Gothenburg, Sweden, 2014.
[abstract] [bib] [pdf]

"Using the Situational Context to Resolve Frame of Reference Ambiguity in Route Descriptions", Ross, R.J. and Kelleher, J.D. In Proceedings of the Second Workshop on Action, Perception and Language (APL), Uppsala, Sweden 2014.
[abstract] [bib] [pdf] [APL2 Website]

2013

Details for this year will be posted soon!

2012

Details for this year will be posted soon!

2011

Details for this year will be completed soon!

"The Effect of Occlusion on the Semantics of Projective Spatial Terms: A Case Study in Grounding Language in Perception", Kelleher, J.D., Ross, R., Mac Namee, B and Sloan, C. Cognitive Processing 12(1), 95-108.
[abstract] [bib] [pdf]

Kelleher, J.D. Visual Salience and the Other One. In Salience: Multidisciplinary Perspectives on its Function in Discourse, pages 205-228 (Eds) C. Chiarcos, B. Claus, M. Grabski. Mouton De Gruyter.
[abstract] [bib] [pdf]

2010

Visual Salience and Reference Resolution in Situated Dialogues: A Corpus-based Evaluation. Schutte, N., Kelleher, J.D. and Mac Namee, B. In Proc. of the AAAI Symposium on Dialog with Robots, Arlington, Virginia, USA. 11th - 13th Nov 2010.
[abstract] [bib] [workshop url]

Situating Spatial Templates for Human-Robot Interaction. Kelleher, J.D., Ross, R.J., Mac Namee, B. and Sloan, C. In Proc. of the AAAI Symposium on Dialog with Robots, Arlington, Virginia, USA. 11th - 13th Nov 2010.
[abstract] [bib] [workshop url]

Kelleher, J.D. and Ross, R.J. ''Topology in Composite Spatial Terms'', Poster presented at the International Conference on Spatial Cognition 2010, Mt. Hood/Portland, Oregon, USA, August 15-19.
[extended abstract pdf] [poster pdf] [conference url] [bib]

Ross, R., Hois, J. and Kelleher, J.D. (eds.) Proceedings of the Workshop on Computational Models of Spatial Language Interpretation at Spatial Cognition 2010 (COSLI-2010). August 15, Mt. Hood/Portland, Oregon, USA. CEUR-WS.org. ISSN 1613-0073.
[pdf] [workshop url] [bib]

Kelleher, J.D., Mac Namee, B., van der Sluis, I. (eds.) Proceedings of the Sixth Internationl Natural Langauge Generation Conference (INLG 2010). 7th to 9th July, Trim, Co. Meath, Ireland.
[pdf] [conference url] [bib]

Mark Dunne, Brian Mac Namee and John D. Kelleher, ''Intelligent Virtual Agent: Creating a Multi-Modal 3D Avatar Interface'', In Proceedings of the 23rd Conference on Computer Animation and Social Agents (CASA '10), Saint-Malo, France, May 31 - June 2.
[pdf] [conference url]

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.
[pdf] [abstract] [bib]

John D. Kelleher, Colm Sloan and Brian Mac Namee, "An Investigation into the Semantics of English Topological Prepositions", Cognitive Processing (Special Issue for ICSC) September 2009 Volumen 10 No 2. Pages 233-236.
[pdf] [abstract] [bib]

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).

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

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).

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).

2007

Kelleher, J.D. DIT - 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).
[pdf] [bib] [shared task website] [shared task evaluation (pdf)]

Kelleher, J.D. Attention driven reference resolution in multimodal contexts. Artificial Intelligence Review 25:21-35.
[pdf] [abstract] [bib]

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.
[pdf] [workshop url] [bib]

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

2006

Kelleher, J.D., van Genabith, J. (2006) A Computational Model of the Referential Semantics of Projective Prepositions. Syntax and Semantics of Prepositions, (ed.) P. Saint-Dizier. Kluwer Publishing.
[pdf] [abstract] [bib]

Kelleher, J. and Kruijff, G.J. (2006) Incremental Generation of Spatial Referring Expressions in Situated Dialogue. In Proceedings of COLING-ACL'’06. Sydney, Australia. Association of Computational Linguistics.
[pdf] [abstract] [bib]

Kelleher, J.D. and Kruijff, G.J. and Costello, F. (2006) 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.
[pdf] [abstract] [bib]

Kruijff, G.J. and Kelleher, J. and Hawes, N. (2006) Information Fusion For Visual Refer ence 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.
[pdf] [abstract] [bib]

Costello, F. and Kelleher, J.D. (2006) Spatial Prepositions in Context: The Semantics of near in the Presence of Distractor Objects. In Proceedings of the 3rd ACL-Sigsem Workshop on The Linguistic Dimensions of Prepositions and their Use in Computational Linguistics Formalisms and Applications, Association for Computational Linguistics. Eds. Arsenijevic, B., Baldwin, T. and Trawinski, B.
[pdf] [bib]

Kruijff, G.J. and Kelleher, J.D. and Berginc, G. and Leonardis, A. (2006) 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.
[pdf] [abstract] [bib]

2005

Kelleher, J.D. and Costello, F. and van Genabith, J. Dynamically Updating and Interrelating Representations of Visual and Linguistic Discourse. Artificial Intelligence 167 62-102.
[pdf] [abstract] [bib]

Kelleher, J.D. (2005) Integrating Visual and Linguistic Salience for Reference Resolution, In Proceedings of the 16th Irish conference on Artificial Intelligence and Cognitive Science (AICS-05). Ed. Creaney, E. Portstewart, Northern Ireland.

Kelleher, J.D. and Kruijff, G.J. (2005) A context-dependent algorithm for generating locative expressions in physically situated environments., In Processdings of the 10th European Workshop on Natural Language Generation. Eds. Mellish, C. and Reiter, E. and Jokinen, K. and Wilcock, G. SIGGEN. Aberdeen, Scotland.

Kelleher, J.D., (2005) Visual Salience and the Other One, In Proceedings of the 6th International Workshop on Multidisciplinary Approaches to Discourse: Salience in Discourse. Eds. Stede, M. and Chiarcos, C. and Grabski, M. and Lagerwerf, L. Pages. 79-88. Publisher: Stichting Neerlandistiek Amsterdam & Nodus Publikationen Munster. Chorin/Berlin, Germany.

Kelleher, J.D. and Kruijff, G.J. (2005) A context-dependent model of proximity in physically situated environments. In Proceedings of the 2nd ACL-Sigsem Workshop on The Linguistic Dimensions of Prepositions and their Use in Computational Linguistics Formalisms and Applications. Eds. Kordoni, V. and Villavicencio, A. ACL-Sigsem, Colchester, U.K.

Kelleher, J.D. and Costello, F. (2005) Cognitive Representations of Projective Prepositions. In Proceedings of the 2nd ACL-Sigsem Workshop on The Linguistic Dimensions of Prepositions and their Use in Computational Linguistics Formalisms and Applications. Eds. Kordoni, V. and Villavicencio, A. ACL-Sigsem, Colchester. U.K.
[pdf] [abstract] [bib]

2004

Kelleher, J.D., van Genabith, J. (2004) Visual Salience and Reference Resolution in Simulated 3-D Environments. Artificial Intelligence Review, Kluwer Publishing. Vol. 21(3).
[pdf] [bib]

Hawes, N., Kelleher, J.D. (2004) Context Sensitive Word Selection For Single-Tap Text Entry. Accepted for the 2nd European Starting Artificial Intelligence Researchers Symposium at the 16th European Conference on Artificial Intelligence (ECAI'04). Valencia, Spain. IOS Press.
[pdf] [bib]

Hawes, N., Kelleher, J.D. (2004) Analogy by Alignment: On Structure Mapping and Similarity. Accepted for the 2nd European Starting Artificial Intelligence Researchers Symposium at the 16th European Conference on Artificial Intelligence (ECAI'04). Valencia, Spain. IOS Press.
[pdf] [bib]

Kelleher, J.D., van Genabith, J. (2004) Exploiting Visual Salience for the Generation of Referring Expressions. In Proceedings of at the 17th International FLAIRS conference. Miami, Florida. AAAI Press.
[pdf] [bib]

Inverso, S.A., Hawes, N., Kelleher, J.D., Allen, R. and Haase, K. (2004) Think And Spell: Context-Sensitive Predictive Text for an Ambiguous Keyboard Brain-Computer Interface Speller. Biomedizinische Technik, 49(1), pages 53-54.
[pdf] [bib]

2003

Kelleher, J.D. (2003). A Perceptually Based Computational Framework for the Interpretation of Spatial Language in 3D Simulated Environments, Unpublished Ph.D., Dublin City University, Dublin.
[pdf] [bib]

Kelleher, J.D., van Genabith, J. (2003) A False Colouring Real Time Visual Saliency Algorithm for Reference Resolution in Simulated 3-D Environments. Proceedings of the 14th Irish Conference on Artifical Intelligence and Cognitive Science (AICS'04). Trinity College Dublin, Ireland.

Kelleher, J.D., van Genabith, J. (2003) A Computational Model of the Referential Semantics of Projective Prepositions. Proceedings of ACL-SIGSEM Workshop: The Linguistic Dimensions of Prepositions and their Use in Computational Linguistics Formalisms and Applications, Toulouse, France.


2002...

Kelleher, J.D., O Nuallain, S., (2001) The SONAS Algorithm for the Interpretation of Spatial Prepositions. Proceedings of Seventh International Colloquium on Cognitive Science (ICCS01). Donostia – San Sebastian, Spain.

Kelleher, J.D., Doris, T., et al. (2000). SONAS: Multi-modal, Multi-user Interaction with a Modelled Environment. Spatial Cognition - Foundation and Applications. (ed.) S. Ó Nualláin. Amsterdam/Philadelphia, John Benjamins Publishing.

O’Nuallain, S., Kelleher, J.D., (1998) Spoken Image meets VRML and Java. Proceeding of MIND 2: Spatial Cognition, Dublin City University, Ireland.