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 | 1263 | 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 | 222 | 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 | 155 | 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 | 148* | 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 | 123 | 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 | 105 | 2001 |
Stability of topic modeling via matrix factorization M Belford, B Mac Namee, D Greene Expert Systems with Applications 91, 159-169, 2018 | 104 | 2018 |
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 | 81 | 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 | 80 | 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 | 67 | 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 | 61 | 2010 |
Active learning for text classification with reusability R Hu, B Mac Namee, SJ Delany Expert systems with applications 45, 438-449, 2016 | 58 | 2016 |
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 | 55 | 2018 |
Using semi-supervised classifiers for credit scoring K Kennedy, BM Namee, SJ Delany Journal of the Operational Research Society 64, 513-529, 2013 | 55 | 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 | 55 | 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 | 50 | 2009 |
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 | 49 | 2013 |
Smart objects for attentive agents C Peters, S Dobbyn, BM Nameee, C O'Sullivan UNION Agency, 2003 | 49 | 2003 |