John D. Kelleher

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Brian Mac NameeUniversity College DublinVerified email at ucd.ie
Robert RossSenior Lecturer, TU Dublin, School of Computer ScienceVerified email at tudublin.ie
Dr Elizabeth HunterData Scientist, Technological University DublinVerified email at tudublin.ie
Simon DobnikProfessor of Computational Linguistics, Gothenburg UniversityVerified email at gu.se
Brendan TierneyTechnological University DublinVerified email at oralytics.com
Giancarlo SaltonTU DublinVerified email at unochapeco.edu.br
Fintan CostelloLecturer in Computer Science, University College DublinVerified email at ucd.ie
Geert-Jan KruijffAmazon MusicVerified email at amazon.com
Abhijit MahalunkarPhD Candidate, Technological University DublinVerified email at tudublin.ie
Vince Istvan MadaiM.D., Ph.D., M.A., @QUEST, Charité BerlinVerified email at charite.de
Dietmar FreyDirector Charité Lab for AI in MedicineVerified email at charite.de
Nick HawesOxford Robotics Institute, University of OxfordVerified email at robots.ox.ac.uk
Josef van GenabithDFKI German Research Center for Artificial IntelligenceVerified email at dfki.de
Aphra KerrProfessor of Sociology, Maynooth University, Ireland.Verified email at mu.ie
Filip KlubičkaPost-doc, Technological University DublinVerified email at adaptcentre.ie
Tabea KossenCharité Universitätsmedizin BerlinVerified email at charite.de
Anh Duong TrinhPhD Candidate, Technological University DublinVerified email at tudublin.ie
Alfredo MaldonadoUnderwriters Laboratories (UL)Verified email at tcd.ie
Eoin RogersTU DublinVerified email at tudublin.ie
Kristian HildebrandBeuth University of Applied SciencesVerified email at beuth-hochschule.de

John D. Kelleher

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

Verified email at tudublin.ie - Homepage

Machine Learning Natural Language Processing Precision Medicine 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	894	2020
Deep learning JD Kelleher MIT press, 2019	277	2019
Data Science JD Kelleher, B Tierney MIT Press, 2018	273	2018
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	168	2019
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	124*	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	122	2017
Incremental generation of spatial referring expressions in situated dialog J Kelleher, GJM Kruijff Proceedings of the 21st international conference on computational …, 2006	113	2006
Applying computational models of spatial prepositions to visually situated dialog JD Kelleher, FJ Costello Computational Linguistics 35 (2), 271-306, 2009	111	2009
An Analysis of the Application of Simplified Silhouette to the Evaluation of k-means Clustering Validity F Wang, HH Franco-Penya, JD Kelleher, J Pugh, R Ross Machine Learning and Data Mining in Pattern Recognition: 13th International …, 2017	84	2017
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	82	2015
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	76	2005
Expectations of artificial intelligence and the performativity of ethics: Implications for communication governance A Kerr, M Barry, JD Kelleher Big Data & Society 7 (1), 2053951720915939, 2020	64	2020
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	64	2007
Information fusion for visual reference resolution in dynamic situated dialogue GJM Kruijff, JD Kelleher, N Hawes Perception and Interactive Technologies: International Tutorial and Research …, 2006	56	2006
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	53	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	51	2016
Fundamentals of machine learning for predictive analytics JD Kelleher, B Mac Namee, A D’Arcy Cambridge, MA: The MIT Press, 2015	43*	2015
A perceptually based computational framework for the interpretation of spatial language JD Kelleher Dublin City University, 2003	42*	2003
A Comparison of Agent-Based Models and Equation Based Models for Infectious Disease Epidemiology. E Hunter, B Mac Namee, JD Kelleher AICS, 33-44, 2018	38	2018
Attentive language models G Salton, R Ross, J Kelleher Proceedings of the Eighth International Joint Conference on Natural Language …, 2017	38	2017

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