Padraig Cunningham
Padraig Cunningham
Professor of Knowledge and Data Engineering, University College Dublin
Verified email at - Homepage
Cited by
Cited by
k-Nearest neighbour classifiers-A Tutorial
P Cunningham, SJ Delany
ACM Computing Surveys (CSUR) 54 (6), 1-25, 2021
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
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
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
Dynamic integration of classifiers for handling concept drift
A Tsymbal, M Pechenizkiy, P Cunningham, S Puuronen
Information fusion 9 (1), 56-68, 2008
An analysis of the coherence of descriptors in topic modeling
D O’callaghan, D Greene, J Carthy, P Cunningham
Expert Systems with Applications 42 (13), 5645-5657, 2015
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
Dimension reduction
P Cunningham
Machine learning techniques for multimedia, 91-112, 2008
How many topics? stability analysis for topic models
D Greene, D O’Callaghan, P Cunningham
Joint European conference on machine learning and knowledge discovery in …, 2014
A matrix factorization approach for integrating multiple data views
D Greene, P Cunningham
Joint European conference on machine learning and knowledge discovery in …, 2009
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
Stability problems with artificial neural networks and the ensemble solution
P Cunningham, J Carney, S Jacob
Artificial Intelligence in medicine 20 (3), 217-225, 2000
A taxonomy of similarity mechanisms for case-based reasoning
P Cunningham
IEEE Transactions on Knowledge and Data Engineering 21 (11), 1532-1543, 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
Supervised learning
P Cunningham, M Cord, SJ Delany
Machine learning techniques for multimedia, 21-49, 2008
Solutions to instability problems with sequential wrapper-based approaches to feature selection
K Dunne, P Cunningham, F Azuaje
Journal of Machine Learning Research 1, 22, 2002
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
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