John D. Kelleher

Cited by

	All	Since 2016
Citations	2165	1554
h-index	24	16
i10-index	45	38

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2005200620072008200920102011201220132014201520162017201820192020202122 35 59 42 49 75 62 42 82 61 51 130 199 256 332 547 79

Co-authors

Brian Mac NameeUniversity College DublinVerified email at ucd.ie
Robert RossSenior Lecturer, TU Dublin, School of Computer ScienceVerified email at dit.ie
Simon DobnikProfessor of Computational Linguistics, Gothenburg UniversityVerified email at gu.se
Dr Elizabeth HunterData Scientist, Technological University DublinVerified email at mydit.ie
Geert-Jan KruijffAmazon MusicVerified email at amazon.com
Fintan CostelloLecturer in Computer Science, University College DublinVerified email at ucd.ie
Giancarlo SaltonUNOESC ChapecóVerified email at mydit.ie
Nick HawesOxford Robotics Institute, University of OxfordVerified email at robots.ox.ac.uk
Abhijit MahalunkarPhD Candidate, Technological University DublinVerified email at tudublin.ie
Josef van GenabithDFKI German Research Center for Artificial IntelligenceVerified email at dfki.de
Brendan TierneyTechnological University DublinVerified email at dit.ie
Aphra KerrProfessor of Sociology, Maynooth University, Ireland.Verified email at mu.ie
Anh Duong TrinhPhD Candidate, Technological University DublinVerified email at tudublin.ie
Filip KlubičkaPhD Student, Technological University DublinVerified email at mydit.ie
Vince Istvan MadaiM.D., Ph.D., M.A., Scientific Lead "Charité Lab for Artificial Intelligence - CLAIM", Charité BerlinVerified email at charite.de
Michelle LivneGoogle Health Research, UKVerified email at google.com
Mark DunneDublin Institute of TechnologyVerified email at dit.ie
Alfredo MaldonadoUnderwriters Laboratories (UL)Verified email at tcd.ie
Bryan DugganLecturer at Dublin Institute of TechnologyVerified email at dit.ie
Christine HowesUniversity of GothenburgVerified email at gu.se

John D. Kelleher

Information, Communication and Entertainment Research Institute, Technological University Dublin (TU

Verified email at tudublin.ie - Homepage

Machine Learning Natural Language Processing Human Robot Interaction Artificial Intelligence Data Science


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Fundamentals of machine learning for predictive data analytics: algorithms, worked examples, and case studies JD Kelleher, B Mac Namee, A D'arcy MIT press, 2020	451	2020
Data Science JD Kelleher, B Tierney MIT Press, 2018	108	2018
Incremental generation of spatial referring expressions in situated dialog J Kelleher, GJM Kruijff Proceedings of the 21st International Conference on Computational …, 2006	104	2006
Applying computational models of spatial prepositions to visually situated dialog JD Kelleher, FJ Costello Computational Linguistics 35 (2), 271-306, 2009	93	2009
Dynamically structuring, updating and interrelating representations of visual and linguistic discourse context J Kelleher, F Costello, J Van Genabith Artificial Intelligence 167 (1-2), 62-102, 2005	70	2005
A U-Net deep learning framework for high performance vessel segmentation in patients with cerebrovascular disease M Livne, J Rieger, OU Aydin, AA Taha, EM Akay, T Kossen, J Sobesky, ... Frontiers in neuroscience 13, 97, 2019	64	2019
Mediating between qualitative and quantitative representations for task-orientated human-robot interaction. M Brenner, N Hawes, JD Kelleher, JL Wyatt Proceedings of the International Joint Conference on Artificial Intelligence …, 2007	61	2007
Information fusion for visual reference resolution in dynamic situated dialogue GJM Kruijff, JD Kelleher, N Hawes International Tutorial and Research Workshop on Perception and Interactive …, 2006	54	2006
Deep learning JD Kelleher MIT press, 2019	52	2019
The recruitment of passion and community in the service of capital: Community managers in the digital games industry A Kerr, JD Kelleher Critical studies in media communication 32 (3), 177-192, 2015	52	2015
Proximity in context: an empirically grounded computational model of proximity for processing topological spatial expressions JD Kelleher, GJM Kruijff, FJ Costello Proceedings of the 21st International Conference on Computational …, 2006	51	2006
An open-data-driven agent-based model to simulate infectious disease outbreaks E Hunter, B Mac Namee, J Kelleher PloS one 13 (12), e0208775, 2018	50*	2018
A taxonomy for agent-based models in human infectious disease epidemiology E Hunter, B Mac Namee, JD Kelleher Journal of Artificial Societies and Social Simulation 20 (3), 2017	45	2017
A perceptually based computational framework for the interpretation of spatial language JD Kelleher Dublin City University, 2003	39*	2003
Visual salience and reference resolution in simulated 3-d environments J Kelleher, J van Genabith Artificial Intelligence Review 21 (3), 253-267, 2004	33	2004
Towards a cognitive system that can recognize spatial regions based on context N Hawes, M Klenk, K Lockwood, G Horn, J Kelleher Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2012	31	2012
A computational model of the referential semantics of projective prepositions J Kelleher, J van Genabith Syntax and Semantics of Prepositions, 211-228, 2006	31	2006
Attention driven reference resolution in multimodal contexts JD Kelleher Artificial Intelligence Review 25 (1-2), 21-35, 2006	28*	2006
Idiom Token Classification using Sentential Distributed Semantics GD Salton, RJ Ross, JD Kelleher Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016	27	2016
Cognitive representations of projective prepositions J Kelleher, F Costello Proceedings of the Second ACL-Sigsem Workshop of The Linguistic Dimensions …, 2005	27	2005

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