Padraig Cunningham
Padraig Cunningham
Professor of Knowledge and Data Engineering, University College Dublin
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TitleCited byYear
Tracking the evolution of communities in dynamic social networks
D Greene, D Doyle, P Cunningham
2010 international conference on advances in social networks analysis and …, 2010
k-Nearest neighbour classifiers
P Cunningham, SJ Delany
Multiple Classifier Systems 34 (8), 1-17, 2007
Software agents: A review
S Green, L Hurst, B Nangle, P Cunningham, F Somers, R Evans
Department of Computer Science, Trinity College Dublin, Tech. Rep. TCS-CS …, 1997
Diversity in search strategies for ensemble feature selection
A Tsymbal, M Pechenizkiy, P Cunningham
Information fusion 6 (1), 83-98, 2005
Diversity versus quality in classification ensembles based on feature selection
P Cunningham, J Carney
European Conference on Machine Learning, 109-116, 2000
A case-based technique for tracking concept drift in spam filtering
SJ Delany, P Cunningham, A Tsymbal, L Coyle
International Conference on Innovative Techniques and Applications of …, 2004
Using diversity in preparing ensembles of classifiers based on different feature subsets to minimize generalization error
G Zenobi, P Cunningham
European Conference on Machine Learning, 576-587, 2001
Dynamic integration of classifiers for handling concept drift
A Tsymbal, M Pechenizkiy, P Cunningham, S Puuronen
Information fusion 9 (1), 56-68, 2008
Practical solutions to the problem of diagonal dominance in kernel document clustering
D Greene, P Cunningham
Proceedings of the 23rd international conference on Machine learning, 377-384, 2006
Hierarchical modularity and the evolution of genetic interactomes across species
CJ Ryan, A Roguev, K Patrick, J Xu, H Jahari, Z Tong, P Beltrao, M Shales, ...
Molecular cell 46 (5), 691-704, 2012
A taxonomy of similarity mechanisms for case-based reasoning
P Cunningham
IEEE Transactions on Knowledge and Data Engineering 21 (11), 1532-1543, 2008
Stability problems with artificial neural networks and the ensemble solution
PD Cunningham, J Carney, S Jacob
Artificial Intelligence in medicine 20 (3), 217-225, 2000
Dimension reduction
P Cunningham
Machine learning techniques for multimedia, 91-112, 2008
A case-based approach to spam filtering that can track concept drift
P Cunningham, N Nowlan, SJ Delany, M Haahr
The ICCBR 3, 03-2003, 2003
Using introspective learning to improve retrieval in CBR: A case study in air traffic control
A Bonzano, P Cunningham, B Smyth
International Conference on Case-Based Reasoning, 291-302, 1997
A matrix factorization approach for integrating multiple data views
D Greene, P Cunningham
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
The utility problem analysed
B Smyth, P Cunningham
European Workshop on Advances in Case-Based Reasoning, 392-399, 1996
Distortion as a validation criterion in the identification of suspicious reviews
G Wu, D Greene, B Smyth, P Cunningham
Proceedings of the First Workshop on Social Media Analytics, 10-13, 2010
Hierarchical case-based reasoning integrating case-based and decompositional problem-solving techniques for plant-control software design
B Smyth, MT Keane, P Cunningham
IEEE Transactions on Knowledge and Data Engineering 13 (5), 793-812, 2001
Ensemble clustering in medical diagnostics
D Greene, A Tsymbal, N Bolshakova, P Cunningham
Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems, 576-581, 2004
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