Brian Mac Namee

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John D. KelleherProfessor of Computer Science, Trinity College Dublin, IrelandVerified email at tcd.ie
Sarah Jane DelanyTechnological University DublinVerified email at tudublin.ie
Dr Elizabeth HunterData Scientist, Technological University DublinVerified email at tudublin.ie
Arjun PakrashiAssistant Professor, University College Dublin, School of Computer ScienceVerified email at ucd.ie
Jinghui LuByteDance Inc., School of Computer Science, University College DublinVerified email at bytedance.com
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
Patrick LindstromPostdoctoral researcher at Dublin Institute of TechnologyVerified email at dit.ie
Derek GreeneAssociate Professor, School of Computer Science, University College Dublin, IrelandVerified email at ucd.ie
Kenneth KennedyPhD research student, Dublin Institute of Technology, IrelandVerified email at cso.ie
Carol O'SullivanTrinity College DublinVerified email at cs.tcd.ie
Kathleen CurranLecturer, University College DublinVerified email at ucd.ie
Misgina Tsighe HagosPhD Candidate, UCD, ML-Labs SFI Centre for research training in MLVerified email at ucdconnect.ie
Brian CaulfieldUniversity College DublinVerified email at ucd.ie
Mohamed SaadeldinUniversity College DublinVerified email at kaust.edu.sa
Jim McLaughlinUlster UniversityVerified email at ulster.ac.uk
Ellen RusheAssistant Professor, School of Computing, Dublin City UniversityVerified email at dcu.ie
Christopher Edward PetersProfessor at KTH Royal Institute of Technology, StockholmVerified email at kth.se
Dr. Jack O'NeillLecturer, Technological University DublinVerified email at TUDublin.ie
John MitrosInsightVerified email at insight-centre.org

Brian Mac Namee

University College Dublin

Verified email at ucd.ie - Homepage

artificial intelligence machine learning active learning human in the loop


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1442	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	233	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	164	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	156*	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	130	2002
Stability of topic modeling via matrix factorization M Belford, B Mac Namee, D Greene Expert Systems with Applications 91, 159-169, 2018	111	2018
Research directions for AI in computer games C Fairclough, M Fagan, B Mac Namee, P Cunningham Trinity College Dublin, Department of Computer Science, 2001	107	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	104	2002
Drift detection using uncertainty distribution divergence P Lindstrom, B Mac Namee, SJ Delany Evolving Systems 4, 13-25, 2013	84	2013
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	81	2010
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	73	2019
Off to a good start: Using clustering to select the initial training set in active learning R Hu, B Mac Namee, SJ Delany Twenty-Third International FLAIRS Conference, 2010	67	2010
Active learning for text classification with reusability R Hu, B Mac Namee, SJ Delany Expert systems with applications 45, 438-449, 2016	64	2016
Using semi-supervised classifiers for credit scoring K Kennedy, BM Namee, SJ Delany Journal of the Operational Research Society 64 (4), 513-529, 2013	61	2013
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	60	2018
Academic performance prediction based on multisource, multifeature behavioral data L Zhao, K Chen, J Song, X Zhu, J Sun, B Caulfield, B Mac Namee IEEE Access 9, 5453-5465, 2020	58	2020
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	53	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	53	2004
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	52	2001
Learning without default: A study of one-class classification and the low-default portfolio problem K Kennedy, B Mac Namee, SJ Delany Irish conference on artificial intelligence and cognitive science, 174-187, 2009	51	2009

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