Brian Mac Namee

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John D. KelleherProfessor of Computer Science, Hamilton Institute, Maynooth University, IrelandVerified email at mu.ie
Sarah Jane DelanyTechnological University DublinVerified email at tudublin.ie
Dr Elizabeth HunterData Scientist, Technological University DublinVerified email at tudublin.ie
Padraig CunninghamProfessor of Knowledge and Data Engineering, University College DublinVerified email at ucd.ie
Rong HUDublin Institute of Technology, Ireland; St. John's University, USAVerified email at dit.ie
Arjun PakrashiPostdoctoral Research FellowVerified email at ucd.ie
Patrick LindstromPostdoctoral researcher at Dublin Institute of TechnologyVerified email at dit.ie
Derek GreeneAssistant Professor, School of Computer Science, University College Dublin, IrelandVerified email at ucd.ie
Jinghui LuSchool of Computer Science, University College Dublin; SenseTime Group LimitedVerified email at sensetime.com
Carol O'SullivanTrinity College DublinVerified email at cs.tcd.ie
Christopher Edward PetersAssociate Professor, KTH Royal Institute of Technology, StockholmVerified email at kth.se
Brian CaulfieldUniversity College DublinVerified email at ucd.ie
Mark BelfordPostdoctoral Researcher at Insight Centre for Data Analytics, UCDVerified email at insight-centre.org
Oisin BoydellPrincipal Data Scientist, CeADAR, University College DublinVerified email at ucd.ie
Jack O'NeillAssistant Lecturer, Technological University DublinVerified email at TUDublin.ie
Mohamed SaadeldinUniversity College DublinVerified email at kaust.edu.sa
Hannes Högni VilhjálmssonProfessor of Computer Science / CADIA, Reykjavik UniversityVerified email at ru.is
Justine CassellCarnegie Mellon UniversityVerified email at cs.cmu.edu
John DinglianaAssistant Professor in Computer Science, Trinity College DublinVerified email at scss.tcd.ie
Dewar FinlayProfessor of Electronic Systems, Ulster UniversityVerified email at ulster.ac.uk

Brian Mac Namee

University College Dublin

Verified email at ucd.ie - Homepage

artificial intelligence machine learning active learning human in the loop


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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	962	2020
Deep learning at the shallow end: Malware classification for non-domain experts Q Le, O Boydell, B Mac Namee, M Scanlon Digital Investigation 26, S118-S126, 2018	176	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	127	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	125*	2018
The problem of bias in training data in regression problems in medical decision support B Mac Namee, P Cunningham, S Byrne, OI Corrigan Artificial intelligence in medicine 24 (1), 51-70, 2002	108	2002
Research directions for AI in computer games C Fairclough, M Fagan, B Mac Namee, P Cunningham Trinity College Dublin, Department of Computer Science, 2001	103	2001
Levels of detail for crowds and groups C O'Sullivan, J Cassell, H Vilhjalmsson, J Dingliana, S Dobbyn, ... Computer Graphics Forum 21 (4), 733-741, 2002	101	2002
Stability of topic modeling via matrix factorization M Belford, B Mac Namee, D Greene Expert Systems with Applications 91, 159-169, 2018	94	2018
Handling concept drift in a text data stream constrained by high labelling cost P Lindstrom, SJ Delany, B MacNamee FLAIRS. AAAI Press, Menlo Park, 2010	72	2010
Drift detection using uncertainty distribution divergence P Lindstrom, B Mac Namee, SJ Delany Evolving Systems 4, 13-25, 2013	70	2013
Proactive persistent agents-using situational intelligence to create support characters in character-centric computer games B Mac Namee University of Dublin, Trinity College. Department of Computer Science, 2004	56	2004
Active learning for text classification with reusability R Hu, B Mac Namee, SJ Delany Expert systems with applications 45, 438-449, 2016	54	2016
Anomaly detection in raw audio using deep autoregressive networks E Rushe, B Mac Namee ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	52	2019
Off to a good start: Using clustering to select the initial training set in active learning R Hu, B Mac Namee, SJ Delany Technological University Dublin, 2010	50	2010
A proposal for an agent architecture for proactive persistent non player characters B Mac Namee, P Cunningham Trinity College Dublin, Department of Computer Science, 2001	50	2001
Using semi-supervised classifiers for credit scoring K Kennedy, BM Namee, SJ Delany Journal of the Operational Research Society 64, 513-529, 2013	48	2013
Learning without default: A study of one-class classification and the low-default portfolio problem K Kennedy, B Mac Namee, SJ Delany Artificial Intelligence and Cognitive Science: 20th Irish Conference, AICS …, 2010	45	2010
Smart objects for attentive agents C Peters, B MCNAMEE, S DOBBYN, CANN O'SULLIVAN	45	2003
A window of opportunity: Assessing behavioural scoring K Kennedy, B Mac Namee, SJ Delany, M O’Sullivan, N Watson Expert Systems with Applications 40 (4), 1372-1380, 2013	44	2013
Dynamic estimation of worker reliability in crowdsourcing for regression tasks: Making it work A Tarasov, SJ Delany, B Mac Namee Expert Systems with Applications 41 (14), 6190-6210, 2014	41	2014

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