Padraig Cunningham

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 13

Top Venues

Publications

Oshana Dissanayake, Sarah E. McPherson, Joseph Allyndree, Emer Kennedy, Padraig Cunningham, Lucile Riaboff
Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models. CoRR (2024)
Bahavathy Kathirgamanathan, Padraig Cunningham
Correlation Based Feature Subset Selection for Multivariate Time-Series Data. CoRR (2021)
Bahavathy Kathirgamanathan, Padraig Cunningham
A Feature Selection Method for Multi-Dimension Time-Series Data. CoRR (2021)
Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis. ACL/IJCNLP (1) (2021)
Padraig Cunningham, Bahavathy Kathirgamanathan, Sarah Jane Delany
Feature Selection Tutorial with Python Examples. CoRR (2021)
Padraig Cunningham, Sarah Jane Delany
Algorithmic Bias and Regularisation in Machine Learning. CoRR (2020)
Vivek Mahato, Muhannad Ahmed Obeidi, Dermot Brabazon, Padraig Cunningham
An Evaluation of Classification Methods for 3D Printing Time-Series Data. CoRR (2020)
Padraig Cunningham, Sarah Jane Delany
k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples). CoRR (2020)
Mourtadha Badiane, Martin O'Reilly, Padraig Cunningham
Kernel Methods for Time Series Classification and Regression. AICS (2018)
Barry Smyth, Padraig Cunningham
Marathon Race Planning: A Case-Based Reasoning Approach. IJCAI (2018)
Vivek Mahato, Martin O'Reilly, Padraig Cunningham
A Comparison of k-NN Methods for Time Series Classification and Regression. AICS (2018)
Ewa Mlynarska, Derek Greene, Padraig Cunningham
Time Series Clustering of Moodle Activity Data. AICS (2016)
Igor Brigadir, Derek Greene, James P. Cross, Padraig Cunningham
Dimensionality Reduction and Visualisation Tools for Voting Records. AICS (2016)
Derek O'Callaghan, Nico Prucha, Derek Greene, Maura Conway, Joe Carthy, Padraig Cunningham
Online social media in the Syria conflict: Encompassing the extremes and the in-betweens. ASONAM (2014)
Derek Greene, Derek O'Callaghan, Padraig Cunningham
How Many Topics? Stability Analysis for Topic Models. ECML/PKDD (1) (2014)
Nicholas McCarthy, Padraig Cunningham, Gillian O'Hurley
The Contribution of Morphological Features in the Classification of Prostate Carcinoma in Digital Pathology Images. ICPR (2014)
Ursula Redmond, Padraig Cunningham
Identifying Over-represented Temporal Processes in Complex Networks. DyNaK (2014)
Igor Brigadir, Derek Greene, Padraig Cunningham
A system for twitter user list curation. RecSys (2012)
Martin Harrigan, Padraig Cunningham, Lorcan Coyle
Using Storm to Perform Dynamic Egocentric Network Motif Analysis. ICDM Workshops (2012)
Conrad Lee, Padraig Cunningham
The Geographic Flow of Music. ASONAM (2012)
Derek Greene, Fergal Reid, Gavin Sheridan, Padraig Cunningham
Supporting the Curation of Twitter User Lists CoRR (2011)
Matthew D. DiFranco, Gillian O'Hurley, Elaine W. Kay, R. William G. Watson, Padraig Cunningham
Ensemble based system for whole-slide prostate cancer probability mapping using color texture features. Comput. Medical Imaging Graph. 35 (7-8) (2011)
Anthony Brew, Derek Greene, Daniel Archambault, Padraig Cunningham
Deriving Insights from National Happiness Indices. ICDM Workshops (2011)
Jill Freyne, Lorcan Coyle, Barry Smyth, Padraig Cunningham
Relative status of journal and conference publications in computer science. Commun. ACM 53 (11) (2010)
Nicola Segata, Enrico Blanzieri, Sarah Jane Delany, Padraig Cunningham
Noise reduction for instance-based learning with a local maximal margin approach. J. Intell. Inf. Syst. 35 (2) (2010)
Derek Greene, Dónal Doyle, Padraig Cunningham
Tracking the Evolution of Communities in Dynamic Social Networks. ASONAM (2010)
Derek Greene, Padraig Cunningham
Spectral Co-Clustering for Dynamic Bipartite Graphs. NyNaK (2010)
Anthony Brew, Padraig Cunningham
Combining cohort and UBM models in open set speaker detection. Multim. Tools Appl. 48 (1) (2010)
Anthony Brew, Derek Greene, Padraig Cunningham
Using Crowdsourcing and Active Learning to Track Sentiment in Online Media. ECAI (2010)
Colm Ryan, Derek Greene, Gerard Cagney, Padraig Cunningham
Missing value imputation for epistatic MAPs. BMC Bioinform. 11 (2010)
Guangyu Wu, Derek Greene, Padraig Cunningham
Merging multiple criteria to identify suspicious reviews. RecSys (2010)
Anthony Brew, Padraig Cunningham
Vector Quantization Mappings for Speaker Verification. ICPR (2010)
Anand Narasimhamurthy, Derek Greene, Neil J. Hurley, Padraig Cunningham
Partitioning large networks without breaking communities. Knowl. Inf. Syst. 25 (2) (2010)
Santiago D. Villalba, Padraig Cunningham
Artificial Data Generation for One-class Classification - A Case Study of Dimensionality Reduction for Text and Biological Data. KDIR (2009)
Anthony Brew, Derek Greene, Padraig Cunningham
A Machine Learning System for Tracking Sentiment in Irish Economic News. AICS (2009)
Padraig Cunningham
A Taxonomy of Similarity Mechanisms for Case-Based Reasoning. IEEE Trans. Knowl. Data Eng. 21 (11) (2009)
Nicola Segata, Enrico Blanzieri, Padraig Cunningham
A Scalable Noise Reduction Technique for Large Case-Based Systems. ICCBR (2009)
Conor Nugent, Dónal Doyle, Padraig Cunningham
Gaining insight through case-based explanation. J. Intell. Inf. Syst. 32 (3) (2009)
Michael P. O'Mahony, Padraig Cunningham, Barry Smyth
An Assessment of Machine Learning Techniques for Review Recommendation. AICS (2009)
Matthieu Cord, Padraig Cunningham, Dhiraj Joshi
. J. Electronic Imaging 18 (3) (2009)
Derek Greene, Padraig Cunningham
A Matrix Factorization Approach for Integrating Multiple Data Views. ECML/PKDD (1) (2009)
Derek Greene, Gerard Cagney, Nevan J. Krogan, Padraig Cunningham
Ensemble non-negative matrix factorization methods for clustering protein-protein interactions. Bioinform. 24 (15) (2008)
Bryan Duggan, Brendan O'Shea, Mikel Gainza, Padraig Cunningham
Machine Annotation of Sets of Traditional Irish Dance Tunes. ISMIR (2008)
Derek Greene, Kenneth Bryan, Padraig Cunningham
Parallel integration of heterogeneous genome-wide data sources. BIBE (2008)
Bryan Duggan, Brendan O'Shea, Padraig Cunningham
A system for automatically annotating traditional Irish music field recordings. CBMI (2008)
Kenneth Bryan, Lorraine Brennan, Padraig Cunningham
MetaFIND: A feature analysis tool for metabolomics data. BMC Bioinform. 9 (2008)
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen
Dynamic integration of classifiers for handling concept drift. Inf. Fusion 9 (1) (2008)
Kenneth Bryan, Michael P. O'Mahony, Padraig Cunningham
Unsupervised retrieval of attack profiles in collaborative recommender systems. RecSys (2008)
Derek Greene, Jill Freyne, Barry Smyth, Padraig Cunningham
An Analysis of Research Themes in the CBR Conference Literature. ECCBR (2008)
Kenneth Bryan, Padraig Cunningham
BALBOA: Extending Bicluster Analysis to Classify ORFs using Expression Data. BIBE (2007)
Santiago D. Villalba, Padraig Cunningham
An evaluation of dimension reduction techniques for one-class classification. Artif. Intell. Rev. 27 (4) (2007)
Huicheng Zheng, Padraig Cunningham, Alexey Tsymbal
Learning multiple linear manifolds with self-organizing networks. Int. J. Parallel Emergent Distributed Syst. 22 (6) (2007)
Anthony Brew, Marco Grimaldi, Padraig Cunningham
An evaluation of one-class classification techniques for speaker verification. Artif. Intell. Rev. 27 (4) (2007)
Anton Zamolotskikh, Padraig Cunningham
An Assessment of Alternative Strategies for Constructing EMD-Based Kernel Functions for Use in an SVM for Image Classification. CBMI (2007)
Derek Greene, Padraig Cunningham
Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering. ECML (2007)
Dónal Doyle, Padraig Cunningham, Paul Walsh
An Evaluation of the Usefulness of Explanation in a Case-Based Reasoning System for Decision Support in Bronchiolitis Treatment. Comput. Intell. 22 (3-4) (2006)
Conor Nugent, Padraig Cunningham, Patrick Kirwan
Using active learning to annotate microscope images of parasite eggs. Artif. Intell. Rev. 26 (1-2) (2006)
Anton Zamolotskikh, Sarah Jane Delany, Padraig Cunningham
A methodology for comparing classifiers that allow the control of bias. SAC (2006)
Sarah Jane Delany, Padraig Cunningham, Barry Smyth
ECUE: A Spam Filter that Uses Machine Leaming to Track Concept Drift. ECAI (2006)
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen
Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. CBMS (2006)
Derek Greene, Padraig Cunningham
Practical solutions to the problem of diagonal dominance in kernel document clustering. ICML (2006)
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham
Dynamic Integration with Random Forests. ECML (2006)
Michael Carney, Padraig Cunningham
Calibrating Probability Density Forecasts with Multi-Objective Search. ECAI (2006)
Kenneth Bryan, Padraig Cunningham, Nadia Bolshakova
Application of Simulated Annealing to the Biclustering of Gene Expression Data. IEEE Trans. Inf. Technol. Biomed. 10 (3) (2006)
Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham
Incorporating Biological Domain Knowledge into Cluster Validity Assessment. EvoWorkshops (2006)
Marco Grimaldi, Padraig Cunningham, Anil C. Kokaram
Discrete wavelet packet transform and ensembles of lazy and eager learners for music genre classification. Multim. Syst. 11 (5) (2006)
Derek Greene, Padraig Cunningham
Efficient Prediction-Based Validation for Document Clustering. ECML (2006)
Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering. FLAIRS Conference (2006)
Kenneth Bryan, Padraig Cunningham
Bottom-Up Biclustering of Expression Data. CIBCB (2006)
Neil McDonnell, Padraig Cunningham
A Knowledge-Light Approach to Regression Using Case-Based Reasoning. ECCBR (2006)
Nadia Bolshakova, Anton Zamolotskikh, Padraig Cunningham
Comparison of the Data-based and Gene Ontology-Based Approaches to Cluster Validation Methods for Gene Microarrays. CBMS (2006)
Michael Carney, Padraig Cunningham
Making Good Probability Estimates for Regression. ECML (2006)
Conor Nugent, Padraig Cunningham
A Case-Based Explanation System for Black-Box Systems. Artif. Intell. Rev. 24 (2) (2005)
Conor Nugent, Padraig Cunningham, Dónal Doyle
The Best Way to Instil Confidence Is by Being Right. ICCBR (2005)
Ramón López de Mántaras, Padraig Cunningham, Petra Perner
Emergent case-based reasoning applications. Knowl. Eng. Rev. 20 (3) (2005)
Kenneth Bryan, Padraig Cunningham, Nadia Bolshakova
Biclustering of Expression Data Using Simulated Annealing. CBMS (2005)
Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham
A knowledge-driven approach to cluster validity assessment. Bioinform. 21 (10) (2005)
Sarah Jane Delany, Padraig Cunningham, Lorcan Coyle
An Assessment of Case-Based Reasoning for Spam Filtering. Artif. Intell. Rev. 24 (3-4) (2005)
Sarah Jane Delany, Padraig Cunningham, Dónal Doyle, Anton Zamolotskikh
Generating Estimates of Classification Confidence for a Case-Based Spam Filter. ICCBR (2005)
Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal, Lorcan Coyle
A case-based technique for tracking concept drift in spam filtering. Knowl. Based Syst. 18 (4-5) (2005)
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham
Diversity in search strategies for ensemble feature selection. Inf. Fusion 6 (1) (2005)
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham
Sequential Genetic Search for Ensemble Feature Selection. IJCAI (2005)
Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham
An integrated tool for microarray data clustering and cluster validity assessment . Bioinform. 21 (4) (2005)
Michael Carney, Padraig Cunningham, Jim Dowling, Ciaran Lee
Predicting probability distributions for surf height using an ensemble of mixture density networks. ICML (2005)
Dónal Doyle, Padraig Cunningham, Paul Walsh
An Evaluation of the Usefulness of Explanation in a CBR System for Decision-Support in Bronchiolitis Treatment. ICCBR Workshops (2005)
Conor Hayes, Paolo Avesani, Emiliano Baldo, Padraig Cunningham
Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks. ICCBR (2005)
Derek Greene, Padraig Cunningham
Producing Accurate Interpretable Clusters from High-Dimensional Data. PKDD (2005)
Sarah Jane Delany, Padraig Cunningham
An Analysis of Case-Base Editing in a Spam Filtering System. ECCBR (2004)
Chris Fairclough, Padraig Cunningham
A Multiplayer O.P.I.A.T.E. Int. J. Intell. Games Simul. 3 (2) (2004)
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham
Diversity in Random Subspacing Ensembles. DaWaK (2004)
Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham
Ensemble Clustering in Medical Diagnostics. CBMS (2004)
Marco Grimaldi, Padraig Cunningham
Experimenting with music taste prediction by user profiling. Multimedia Information Retrieval (2004)
Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham
An integrated tool for microarray data clustering and cluster validity assessment. SAC (2004)
Conor Hayes, Padraig Cunningham
Context boosting collaborative recommendations. Knowl. Based Syst. 17 (2-4) (2004)
Padraig Cunningham
Introduction: The 14th Artificial Intelligence and Cognitive Science Conference (AICS-03). Artif. Intell. Rev. 21 (3-4) (2004)
Lorcan Coyle, Padraig Cunningham
Improving Recommendation Ranking by Learning Personal Feature Weights. ECCBR (2004)
Dónal Doyle, Padraig Cunningham, Derek G. Bridge, Yusof Rahman
Explanation Oriented Retrieval. ECCBR (2004)
John Loughrey, Padraig Cunningham
Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets. SGAI Conf. (2004)
Lorcan Coyle, Dónal Doyle, Padraig Cunningham
Representing Similarity for CBR in XML. ECCBR (2004)
Chris Fairclough, Padraig Cunningham
A Multiplayer Case Based Story Engine. GAME-ON (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Padraig Cunningham