Padraig Cunningham - researchr alias

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2010

Vector Quantization Mappings for Speaker VerificationAnthony Brew, Padraig Cunningham. icpr 2010: 560-564 [doi]

Using Crowdsourcing and Active Learning to Track Sentiment in Online MediaAnthony Brew, Derek Greene, Padraig Cunningham. ecai 2010: 145-150 [doi]

Combining cohort and UBM models in open set speaker detectionAnthony Brew, Padraig Cunningham. mta, 48(1):141-159, 2010. [doi]

Relative status of journal and conference publications in computer scienceJill Freyne, Lorcan Coyle, Barry Smyth, Padraig Cunningham. CACM, 53(11):124-132, 2010. [doi]

Tracking the Evolution of Communities in Dynamic Social NetworksDerek Greene, Dónal Doyle, Padraig Cunningham. asunam 2010: 176-183 [doi]

Partitioning large networks without breaking communitiesAnand Narasimhamurthy, Derek Greene, Neil J. Hurley, Padraig Cunningham. kais, 25(2):345-369, 2010. [doi]

Missing value imputation for epistatic MAPsColm Ryan, Derek Greene, Gerard Cagney, Padraig Cunningham. bmcbi, 11:197, 2010. [doi]

Noise reduction for instance-based learning with a local maximal margin approachNicola Segata, Enrico Blanzieri, Sarah Jane Delany, Padraig Cunningham. jiis, 35(2):301-331, 2010. [doi]

Merging multiple criteria to identify suspicious reviewsGuangyu Wu, Derek Greene, Padraig Cunningham. recsys 2010: 241-244 [doi]

2009

A Machine Learning System for Tracking Sentiment in Irish Economic NewsAnthony Brew, Derek Greene, Padraig Cunningham. aics 2010: 285-286 [doi]

::::Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval::::Matthieu Cord, Padraig Cunningham, Dhiraj Joshi. jei, 18(3):39901, 2009. [doi]

A Taxonomy of Similarity Mechanisms for Case-Based ReasoningPadraig Cunningham. tkde, 21(11):1532-1543, 2009. [doi]

A Matrix Factorization Approach for Integrating Multiple Data ViewsDerek Greene, Padraig Cunningham. pkdd 2009: 423-438 [doi]

An Assessment of Machine Learning Techniques for Review RecommendationMichael P. O Mahony, Padraig Cunningham, Barry Smyth. aics 2010: 241-250 [doi]

Gaining insight through case-based explanationConor Nugent, DÃ³nal Doyle, Padraig Cunningham. jiis, 32(3):267-295, 2009. [doi]

Artificial Data Generation for One-class Classification - A Case Study of Dimensionality Reduction for Text and Biological DataSantiago D. Villalba, Padraig Cunningham. ic3k 2009: 202-210

2008

Unsupervised retrieval of attack profiles in collaborative recommender systemsKenneth Bryan, Michael O Mahony, Padraig Cunningham. recsys 2008: 155-162 [doi]

MetaFIND: A feature analysis tool for metabolomics dataKenneth Bryan, Lorraine Brennan, Padraig Cunningham. bmcbi, 9, 2008. [doi]

Machine Annotation of Sets of Traditional Irish Dance TunesBryan Duggan, Brendan O Shea, Mikel Gainza, Padraig Cunningham. ismir 2008: 401-406 [doi]

Ensemble non-negative matrix factorization methods for clustering protein-protein interactionsDerek Greene, Gerard Cagney, Nevan J. Krogan, Padraig Cunningham. bioinformatics, 24(15):1722-1728, 2008. [doi]

An Analysis of Research Themes in the CBR Conference LiteratureDerek Greene, Jill Freyne, Barry Smyth, Padraig Cunningham. ewcbr 2008: 18-43 [doi]

Parallel integration of heterogeneous genome-wide data sourcesDerek Greene, Kenneth Bryan, Padraig Cunningham. bibe 2008: 1-7 [doi]

Dynamic integration of classifiers for handling concept driftAlexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen. inffus, 9(1):56-68, 2008. [doi]

2007

2006

Incorporating Biological Domain Knowledge into Cluster Validity AssessmentNadia Bolshakova, Francisco Azuaje, Padraig Cunningham. evoW 2006: 13-22 [doi]

Comparison of the Data-based and Gene Ontology-Based Approaches to Cluster Validation Methods for Gene MicroarraysNadia Bolshakova, Anton Zamolotskikh, Padraig Cunningham. cbms 2006: 539-543 [doi]

Bottom-Up Biclustering of Expression DataKenneth Bryan, Padraig Cunningham. cibcb 2006: 1-8 [doi]

Application of Simulated Annealing to the Biclustering of Gene Expression DataKenneth Bryan, Padraig Cunningham, Nadia Bolshakova. titb, 10(3):519-525, 2006. [doi]

Making Good Probability Estimates for RegressionMichael Carney, Padraig Cunningham. ecml 2006: 582-589 [doi]

Calibrating Probability Density Forecasts with Multi-Objective SearchMichael Carney, Padraig Cunningham. ecai 2006: 791-792

ECUE: A Spam Filter that Uses Machine Leaming to Track Concept DriftSarah Jane Delany, Padraig Cunningham, Barry Smyth. ecai 2006: 627

A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam FilteringSarah Jane Delany, Padraig Cunningham, Alexey Tsymbal. flairs 2006: 340-345

An Evaluation of the Usefulness of Explanation in a Case-Based Reasoning System for Decision Support in Bronchiolitis TreatmentDÃ³nal Doyle, Padraig Cunningham, Paul Walsh. ci, 22(3-4):269-281, 2006. [doi]

Practical solutions to the problem of diagonal dominance in kernel document clusteringDerek Greene, Padraig Cunningham. icml 2006: 377-384 [doi]

Efficient Prediction-Based Validation for Document ClusteringDerek Greene, Padraig Cunningham. ecml 2006: 663-670 [doi]

Discrete wavelet packet transform and ensembles of lazy and eager learners for music genre classificationMarco Grimaldi, Padraig Cunningham, Anil C. Kokaram. mms, 11(5):422-437, 2006. [doi]

A Knowledge-Light Approach to Regression Using Case-Based ReasoningNeil McDonnell, Padraig Cunningham. ewcbr 2006: 91-105 [doi]

Using active learning to annotate microscope images of parasite eggsConor Nugent, Padraig Cunningham, Patrick Kirwan. air, 26(1-2):63-73, 2006. [doi]

Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial InfectionsAlexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen. cbms 2006: 679-684 [doi]

Dynamic Integration with Random ForestsAlexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham. ecml 2006: 801-808 [doi]

A methodology for comparing classifiers that allow the control of biasAnton Zamolotskikh, Sarah Jane Delany, Padraig Cunningham. SAC 2006: 582-587 [doi]

2005

A knowledge-driven approach to cluster validity assessmentNadia Bolshakova, Francisco Azuaje, Padraig Cunningham. bioinformatics, 21(10):2546-2547, 2005. [doi]

An integrated tool for microarray data clustering and cluster validity assessment Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham. bioinformatics, 21(4):451-455, 2005. [doi]

Biclustering of Expression Data Using Simulated AnnealingKenneth Bryan, Padraig Cunningham, Nadia Bolshakova. cbms 2005: 383-388 [doi]

Predicting probability distributions for surf height using an ensemble of mixture density networksMichael Carney, Padraig Cunningham, Jim Dowling, Ciaran Lee. icml 2005: 113-120 [doi]

Emergent case-based reasoning applicationsRamon López de Mántaras, Padraig Cunningham, Petra Perner. ker, 20(3):325-328, 2005. [doi]

Generating Estimates of Classification Confidence for a Case-Based Spam FilterSarah Jane Delany, Padraig Cunningham, Dónal Doyle, Anton Zamolotskikh. iccbr 2005: 177-190 [doi]

An Assessment of Case-Based Reasoning for Spam FilteringSarah Jane Delany, Padraig Cunningham, Lorcan Coyle. air, 24(3-4):359-378, 2005. [doi]

A case-based technique for tracking concept drift in spam filteringSarah Jane Delany, Padraig Cunningham, Alexey Tsymbal, Lorcan Coyle. kbs, 18(4-5):187-195, 2005. [doi]

An Evaluation of the Usefulness of Explanation in a CBR System for Decision-Support in Bronchiolitis TreatmentDónal Doyle, Padraig Cunningham, Paul Walsh. iccbr 2005: 32-41

Producing Accurate Interpretable Clusters from High-Dimensional DataDerek Greene, Padraig Cunningham. pkdd 2005: 486-494 [doi]

Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive TasksConor Hayes, Paolo Avesani, Emiliano Baldo, Padraig Cunningham. iccbr 2005: 312-326 [doi]

The Best Way to Instil Confidence Is by Being RightConor Nugent, Padraig Cunningham, Dónal Doyle. iccbr 2005: 368-381 [doi]

A Case-Based Explanation System for Black-Box SystemsConor Nugent, Padraig Cunningham. air, 24(2):163-178, 2005. [doi]

Sequential Genetic Search for Ensemble Feature SelectionAlexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham. IJCAI 2005: 877-882 [doi]

Diversity in search strategies for ensemble feature selectionAlexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham. inffus, 6(1):83-98, 2005. [doi]

2004

An integrated tool for microarray data clustering and cluster validity assessmentNadia Bolshakova, Francisco Azuaje, Padraig Cunningham. SAC 2004: 133-137 [doi]

Improving Recommendation Ranking by Learning Personal Feature WeightsLorcan Coyle, Padraig Cunningham. ewcbr 2004: 560-572 [doi]

Representing Similarity for CBR in XMLLorcan Coyle, Dónal Doyle, Padraig Cunningham. ewcbr 2004: 119-127 [doi]

Introduction: The 14th Artificial Intelligence and Cognitive Science Conference (AICS-03)Padraig Cunningham. air, 21(3-4):191-192, 2004. [doi]

An Analysis of Case-Base Editing in a Spam Filtering SystemSarah Jane Delany, Padraig Cunningham. ewcbr 2004: 128-141 [doi]

Explanation Oriented RetrievalDónal Doyle, Padraig Cunningham, Derek G. Bridge, Yusof Rahman. ewcbr 2004: 157-168 [doi]

A Multiplayer O.P.I.A.T.E.Chris Fairclough, Padraig Cunningham. ijigs, 3(2):54-61, 2004. [doi]

Ensemble Clustering in Medical DiagnosticsDerek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham. cbms 2004: 576-581 [doi]

Experimenting with music taste prediction by user profilingMarco Grimaldi, Padraig Cunningham. ismir 2004: 173-180 [doi]

Context boosting collaborative recommendationsConor Hayes, Padraig Cunningham. kbs, 17(2-4):131-138, 2004. [doi]

Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it GetsJohn Loughrey, Padraig Cunningham. sgai 2005: 33-43 [doi]

Diversity in Random Subspacing EnsemblesAlexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham. dawak 2004: 309-319 [doi]

2003

An Evaluation of the Usefulness of Case-Based ExplanationPadraig Cunningham, Dónal Doyle, John Loughrey. iccbr 2003: 122-130 [doi]

Case-Based Plan Recognition in Computer GamesMichael Fagan, Padraig Cunningham. iccbr 2003: 161-170 [doi]

A Multiplayer Case Based Story EngineChris Fairclough, Padraig Cunningham. gameon 2003: 41

A Wavelet Packet representation of audio signals for music genre classification using different ensemble and feature selection techniquesMarco Grimaldi, Padraig Cunningham, Anil C. Kokaram. ismir 2003: 102-108 [doi]

Simulating Virtual Humans Across Diverse SituationsBrian MacNamee, Simon Dobbyn, Padraig Cunningham, Carol O Sullivan. iva 2003: 159-163 [doi]

Creating socially interactive no-player characters: The µ-SIV systemBrian MacNamee, Padraig Cunningham. ijigs, 2(1):28-35, 2003. [doi]

Search Strategies for Ensemble Feature Selection in Medical DiagnosticsAlexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen. cbms 2003: 124-129 [doi]

Explaining the output of ensembles in medical decision support on a case by case basisRobert Wall, Padraig Cunningham, Paul Walsh, Stephen Byrne. artmed, 28(2):191-206, 2003. [doi]

2002

Acquiring Customers Requirements in Electronic CommerceRalph Bergmann, Padraig Cunningham. air, 18(3-4):163-193, 2002.

A Case-Based Personal Travel Assistant for Elaborating User Requirements and Assessing OffersLorcan Coyle, Padraig Cunningham, Conor Hayes. ewcbr 2002: 505-518 [doi]

Recommendation in ContextPadraig Cunningham, Conor Hayes. ewcbr 2002: 18-19

An Interactive Story EngineChris Fairclough, Padraig Cunningham. aics 2002: 171-176 [doi]

Programme driven music radioConor Hayes, Padraig Cunningham, Patrick Clerkin, Marco Grimaldi. ecai 2002: 633-637

The u-SIG System; A Connectionist Driven Simulation of Socially Interactive AgentsBrian MacNamee, Padraig Cunningham. gameon 2002:

The problem of bias in training data in regression problems in medical decision supportBrian MacNamee, Padraig Cunningham, Stephen Byrne, O. I. Corrigan. artmed, 24(1):51-70, 2002.

Explaining Predictions from a Neural Network Ensemble One at a TimeRobert Wall, Padraig Cunningham, Paul Walsh. pkdd 2002: 449-460 [doi]

An Approach to Aggregating Ensembles of Lazy Learners That Supports ExplanationGabriele Zenobi, Padraig Cunningham. ewcbr 2002: 436-447 [doi]

2001

WEBSELL: Intelligent Sales Assistants for the World Wide WebPadraig Cunningham, Ralph Bergmann, Sascha Schmitt, Ralph Traphöner, Sean Breen, Barry Smyth. ki, 15(1):28-32, 2001.

Case Representation Issues for Case-Based Reasoning from Ensemble ResearchPadraig Cunningham, Gabriele Zenobi. iccbr 2001: 146-157 [doi]

A Case-Based Reasoning View of Automated Collaborative FilteringConor Hayes, Padraig Cunningham, Barry Smyth. iccbr 2001: 234-248 [doi]

Smart radio - community based music radioConor Hayes, Padraig Cunningham. kbs, 14(3-4):197-201, 2001. [doi]

Using Case Retrieval to Seed Genetic AlgorithmsStephen Oman, Padraig Cunningham. ijcia, 1(1):71-82, 2001.

Hierarchical Case-Based Reasoning Integrating Case-Based and Decompositional Problem-Solving Techniques for Plant-Control Software DesignBarry Smyth, Mark T. Keane, Padraig Cunningham. tkde, 13(5):793-812, 2001. [doi]

Using Diversity in Preparing Ensembles of Classifiers Based on Different Feature Subsets to Minimize Generalization ErrorGabriele Zenobi, Padraig Cunningham. ecml 2001: 576-587 [doi]

2000

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