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 SaltonUFFS Campus ChapecóVerified email at uffs.edu.br
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
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
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
Filip KlubičkaPost-doc, Technological University DublinVerified email at adaptcentre.ie
Aphra KerrProfessor of Sociology, Maynooth University, Ireland.Verified email at mu.ie
Tabea KossenCharité Universitätsmedizin BerlinVerified email at charite.de
Alfredo MaldonadoUnderwriters Laboratories (UL)Verified email at tcd.ie
Bryan DugganLecturer at Dublin Institute of TechnologyVerified email at dit.ie
Kristian HildebrandBeuth University of Applied SciencesVerified email at beuth-hochschule.de
Dr. Abdel Aziz TahaResearchstudio Austria (RSA)Verified email at ifs.tuwien.ac.at

John D. Kelleher

Professor of Computer Science, Hamilton Institute, Maynooth University, Ireland

Verified email at mu.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	1072	2020
Deep learning JD Kelleher MIT press, 2019	380	2019
Data Science JD Kelleher, B Tierney MIT Press, 2018	376	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	219	2019
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	139	2017
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	128*	2018
Applying computational models of spatial prepositions to visually situated dialog JD Kelleher, FJ Costello Computational Linguistics 35 (2), 271-306, 2009	115	2009
Incremental generation of spatial referring expressions in situated dialog J Kelleher, GJM Kruijff Proceedings of the 21st international conference on computational …, 2006	114	2006
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	108	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	91	2015
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	88	2020
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	77	2005
Fundamentals of machine learning for predictive analytics JD Kelleher, B Mac Namee, A D’Arcy Cambridge, MA: The MIT Press, 2015	68*	2015
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	66	2007
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	58	2016
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
A comparison of agent-based models and equation based models for infectious disease epidemiology E Hunter, B Mac Namee, JD Kelleher Technological University Dublin, 2018	45	2018
Cognitive representations of projective prepositions J Kelleher, F Costello Proceedings of the Second ACL-Sigsem Workshop of The Linguistic Dimensions …, 2005	43*	2005
A context-dependent algorithm for generating locative expressions in physically situated environments J Kelleher, GJM Kruijff Proceedings of the Tenth European Workshop on Natural Language Generation …, 2005	42*	2005

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