Padraig Cunningham

Location
Dublin, Ireland
Discipline
Computer and Information Science

  • 23 Followers

Publications

  • Using Case Retrieval to Seed Genetic Algorithms

    Oman S, Cunningham P

    International Journal of Computational Intelligence and Applications (2001)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Diversity in search strategies for ensemble feature selection

    Tsymbal A, Pechenizkiy M, Cunningham P

    Information Fusion (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Ensemble non-negative matrix factorization methods for clustering protein-protein interactions

    Greene D, Cagney G, Krogan N, Cunningham P

    Bioinformatics (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Smart radio - community based music radio

    Hayes C, Cunningham P

    Knowl.-Based Syst. (2001)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Diversity in Random Subspacing Ensembles

    Tsymbal A, Pechenizkiy M, Cunningham P

    DaWaK (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • MetaFIND: A feature analysis tool for metabolomics data

    Bryan K, Brennan L, Cunningham P

    BMC Bioinformatics (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Introduction: The 14th Artificial Intelligence and Cognitive Science Conference (AICS-03)

    Cunningham P

    Artif. Intell. Rev. (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering

    Delany S, Cunningham P, Tsymbal A

    FLAIRS Conference (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Assessment of Case-Based Reasoning for Spam Filtering

    Delany S, Cunningham P, Coyle L

    Artif. Intell. Rev. (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Simulating Virtual Humans Across Diverse Situations

    MacNamee B, Dobbyn S, Cunningham P, O'Sullivan C

    IVA (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Case-Based Explanation System for Black-Box Systems

    Nugent C, Cunningham P

    Artif. Intell. Rev. (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An integrated tool for microarray data clustering and cluster validity assessment

    Bolshakova N, Azuaje F, Cunningham P

    SAC (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Stability problems with artificial neural networks and the ensemble solution

    Cunningham P, Carney J, Jacob S

    Artificial Intelligence in Medicine (2000)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Diversity versus Quality in Classification Ensembles Based on Feature Selection

    Cunningham P, Carney J

    ECML (2000)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Scalable Noise Reduction Technique for Large Case-Based Systems

    Segata N, Blanzieri E, Cunningham P

    ICCBR (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Comparison of the Data-based and Gene Ontology-Based Approaches to Cluster Validation Methods for Gene Microarrays

    Bolshakova N, Zamolotskikh A, Cunningham P

    CBMS (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The u-SIG System; A Connectionist Driven Simulation of Socially Interactive Agents

    MacNamee B, Cunningham P

    GAME-ON (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Hierarchical CBR for Multiple Aircraft Conflict Resolution

    Bonzano A, Cunningham P

    ECAI (1998)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Interactive Story Engine

    Fairclough C, Cunningham P

    AICS (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Bottom-Up Biclustering of Expression Data

    Bryan K, Cunningham P

    CIBCB (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The NeuralBAG algorithm: optimizing generalization performance in bagged neural networks

    Carney J, Cunningham P

    ESANN (1999)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Parallel integration of heterogeneous genome-wide data sources

    Greene D, Bryan K, Cunningham P

    BIBE (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Analysis of Research Themes in the CBR Conference Literature

    Greene D, Freyne J, Smyth B, Cunningham P

    ECCBR (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Practical solutions to the problem of diagonal dominance in kernel document clustering

    Greene D, Cunningham P

    ICML (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Creating socially interactive no-player characters: The îîîîîîîîîîîîîî

    MacNamee B, Cunningham P

    Int. J. Intell. Games {&} Simulation (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Predicting probability distributions for surf height using an ensemble of mixture density networks

    Carney M, Cunningham P, Dowling J, Lee C

    ICML (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Matrix Factorization Approach for Integrating Multiple Data Views

    Greene D, Cunningham P

    ECML/PKDD (1) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • WEBSELL: Intelligent Sales Assistants for the World Wide Web

    Cunningham P, Bergmann R, Schmitt S, Traphöner R, Breen S, Smyth B

    KI (2001)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An evaluation of dimension reduction techniques for one-class classification

    Villalba S, Cunningham P

    Artif. Intell. Rev. (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Evaluation of the Usefulness of Explanation in a CBR System for Decision-Support in Bronchiolitis Treatment

    Doyle D, Cunningham P, Walsh P

    ICCBR Workshops (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Making Good Probability Estimates for Regression

    Carney M, Cunningham P

    ECML (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Recommendation in Context

    Cunningham P, Hayes C

    ECCBR Workshops (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Efficient Prediction-Based Validation for Document Clustering

    Greene D, Cunningham P

    ECML (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Context boosting collaborative recommendations

    Hayes C, Cunningham P

    Knowl.-Based Syst. (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Hierarchical Case-Based Reasoning Integrating Case-Based and Decompositional Problem-Solving Techniques for Plant-Control Software Design

    Smyth B, Keane M, Cunningham P

    IEEE Trans. Knowl. Data Eng. (2001)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Explaining the output of ensembles in medical decision support on a case by case basis

    Wall R, Cunningham P, Walsh P, Byrne S

    Artificial Intelligence in Medicine (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Dynamic Integration with Random Forests

    Tsymbal A, Pechenizkiy M, Cunningham P

    ECML (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering

    Greene D, Cunningham P

    ECML (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Biclustering of Expression Data Using Simulated Annealing

    Bryan K, Cunningham P, Bolshakova N

    CBMS (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Search Strategies for Ensemble Feature Selection in Medical Diagnostics

    Tsymbal A, Cunningham P, Pechenizkiy M, Puuronen S

    CBMS (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A methodology for comparing classifiers that allow the control of bias

    Zamolotskikh A, Delany S, Cunningham P

    SAC (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Agent Mediated Collaborative Web Page Filtering

    Green S, Cunningham P, Somers F

    CIA (1998)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The problem of bias in training data in regression problems in medical decision support

    MacNamee B, Cunningham P, Byrne S, Corrigan O

    Artificial Intelligence in Medicine (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Tuning Diversity in Bagged Ensembles

    Carney J, Cunningham P

    Int. J. Neural Syst. (2000)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Acquiring Customers' Requirements in Electronic Commerce

    Bergmann R, Cunningham P

    Artif. Intell. Rev. (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Emergent case-based reasoning applications

    de Mántaras R, Cunningham P, Perner P

    Knowledge Eng. Review (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Using Diversity in Preparing Ensembles of Classifiers Based on Different Feature Subsets to Minimize Generalization Error

    Zenobi G, Cunningham P

    ECML (2001)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • ECUE: A Spam Filter that Uses Machine Leaming to Track Concept Drift

    Delany S, Cunningham P, Smyth B

    ECAI (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Explaining Predictions from a Neural Network Ensemble One at a Time

    Wall R, Cunningham P, Walsh P

    PKDD (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Experimenting with music taste prediction by user profiling

    Grimaldi M, Cunningham P

    Multimedia Information Retrieval (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Dynamic integration of classifiers for handling concept drift

    Tsymbal A, Pechenizkiy M, Cunningham P, Puuronen S

    Information Fusion (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A knowledge-driven approach to cluster validity assessment

    Bolshakova N, Azuaje F, Cunningham P

    Bioinformatics (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Calibrating Probability Density Forecasts with Multi-Objective Search

    Carney M, Cunningham P

    ECAI (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Incorporating Biological Domain Knowledge into Cluster Validity Assessment

    Bolshakova N, Azuaje F, Cunningham P

    EvoWorkshops (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Producing Accurate Interpretable Clusters from High-Dimensional Data

    Greene D, Cunningham P

    PKDD (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Sequential Genetic Search for Ensemble Feature Selection

    Tsymbal A, Pechenizkiy M, Cunningham P

    IJCAI (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Application of Simulated Annealing to the Biclustering of Gene Expression Data

    Bryan K, Cunningham P, Bolshakova N

    IEEE Transactions on Information Technology in Biomedicine (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Interview with P{á}draig Cunningham and Barry Smyth

    Althoff K, Bach K

    KI (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Taxonomy of Similarity Mechanisms for Case-Based Reasoning

    Cunningham P

    IEEE Trans. Knowl. Data Eng. (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Multiplayer Case Based Story Engine

    Fairclough C, Cunningham P

    GAME-ON (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Wavelet Packet representation of audio signals for music genre classification using different ensemble and feature selection techniques

    Grimaldi M, Cunningham P, Kokaram A

    Multimedia Information Retrieval (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections

    Tsymbal A, Pechenizkiy M, Cunningham P, Puuronen S

    CBMS (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Knowledge engineering issues in developing a case-based reasoning application

    Cunningham P, Bonzano A

    Knowl.-Based Syst. (1999)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A case-based technique for tracking concept drift in spam filtering

    Delany S, Cunningham P, Tsymbal A, Coyle L

    Knowl.-Based Syst. (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Ensemble Clustering in Medical Diagnostics

    Greene D, Tsymbal A, Bolshakova N, Cunningham P

    CBMS (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • BALBOA: Extending Bicluster Analysis to Classify ORFs using Expression Data

    Bryan K, Cunningham P

    BIBE (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Learning multiple linear manifolds with self-organizing networks

    Zheng H, Cunningham P, Tsymbal A

    IJPEDS (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An integrated tool for microarray data clustering and cluster validity assessment

    Bolshakova N, Azuaje F, Cunningham P

    Bioinformatics (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Using active learning to annotate microscope images of parasite eggs

    Nugent C, Cunningham P, Kirwan P

    Artif. Intell. Rev. (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Discrete wavelet packet transform and ensembles of lazy and eager learners for music genre classification

    Grimaldi M, Cunningham P, Kokaram A

    Multimedia Syst. (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Multiplayer O.P.I.A.T.E.

    Fairclough C, Cunningham P

    Int. J. Intell. Games {&} Simulation (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Programme driven music radio

    Hayes C, Cunningham P, Clerkin P, Grimaldi M

    ECAI (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Speaker Verification using Cohort Model Spaces

    Brew A, Cunningham P

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Evaluation of One-Class Classification Techniques for Speaker Verification

    Brew A, Grimaldi M, Cunningham P

    Artificial Intelligence Review (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Active Learning for Multi-Label Image Annotation

    Mohan Singh Eoin Curran, Cunningham P

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Combining cohort and UBM models in open set speaker detection

    Brew A, Cunningham P

    Multimedia Tools And Applications (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised retrieval of attack profiles in collaborative recommender systems

    Bryan K, O'Mahony M, Cunningham P

    Proceedings of the 2008 ACM Conference on Recommender Systems (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Supervised Learning

    Cunningham P, Cord M, Delany S

    Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • On the use of CBR in optimisation problems such as the TSP

    Cunningham P, Smyth B, Hurley N

    Case-Based Reasoning Research and Development (1995)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Systems, tasks and adaptation knowledge: Revealing some revealing dependencies

    Hanney K, Keane M, Smyth B, Cunningham P

    Case-Based Reasoning Research and Development (1995)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Evaluation of the Usefulness of Case-Based Explanation

    Cunningham P, Doyle D, Loughrey J

    Case-Based Reasoning Research and Development (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Case-Based Plan Recognition in Computer Games

    Cunningham P, Fagan M

    Case-Based Reasoning Research and Development (2003)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Shaping a CBR View with XML

    Hayes C, Cunningham P

    Proc. 3rd International Conference on Case-Based Reasoning (ICCBR'99) (1999)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Knowledge Engineering Requirements in Derivational Analogy

    Cunningham P, Finn D, Slattery S

    Advances in Case-Based Reasoning (1993)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Using introspective learning to improve retrieval in CBR: A case study in air traffic control

    Cunningham P, Bonzano A, Smyth B

    Case-Based Reasoning Research and Development (1997)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Case Representation Issues for Case-Based Reasoning from Ensemble Research

    Cunningham P, Zenobi G

    Proc. 4th International Conference on CBR (ICCBR'01) (2001)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Case-Based Reasoning View of Automated Collaborative Filtering

    Hayes C, Cunningham P, Smyth B

    Proc. 4th International Conference on CBR (ICCBR'01) (2001)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The Best Way to Instil Confidence Is by Being Right

    Nugent C, Cunningham P, Doyle D

    Case-Based Reasoning Research and Development (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Generating Estimates of Classification Confidence for a Case-Based Spam Filter

    Delany S, Cunningham P, Doyle D, Zamolotskikh A

    Case-Based Reasoning Research and Development (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks

    Hayes C, Avesani P, Baldo E, Cunningham P

    Case-Based Reasoning Research and Development (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Dynamic Approach to Reducing Dialog in On-Line Decision Guides

    Doyle M, Cunningham P

    EWCBR (2000)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Approach to Aggregating Ensembles of Lazy Learners That Supports Explanation

    Cunningham P, Zenobi G

    Proc. 6th European Conference on CBR (ECCBR'02) (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Case-Based Personal Travel Assistant for Elaborating User Requirements and Assessing Offers

    Cunningham P, Coyle L, Hayes C

    Proc. 6th European Conference on CBR (ECCBR'02) (2002)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Explanation Oriented Retrieval

    Doyle D, Cunningham P, Bridge D, Rahman Y

    Advances in Case-Based Reasoning (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Representing Similarity for CBR in XML

    Coyle L, Doyle D, Cunningham P

    Advances in Case-Based Reasoning (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Improving Recommendation Ranking by Learning Personal Feature Weights

    Coyle L, Cunningham P

    Advances in Case-Based Reasoning (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Analysis of Case-Base Editing in a Spam Filtering System

    Cunningham P, Delany S

    Advances in Case-Based Reasoning (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Knowledge-Light Approach to Regression Using Case-Based Reasoning

    McDonnell N, Cunningham P

    Advances in Case-Based Reasoning (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A comparison of incremental case-based reasoning and inductive learning

    Cunningham P, Smyth B

    Advances in Case-Based Reasoning (1994)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • On the limitations of Memory Based Reasoning

    Cunningham P, Smyth B, Veale T

    Advances in Case-Based Reasoning (1994)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • ISAC: A CBR system for decision support in air traffic control

    Cunningham P, Bonzano A, Meckiff C

    Advances in Case-Based Reasoning (1996)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The utility problem analysed

    Smyth B, Cunningham P

    Advances in Case-Based Reasoning (1996)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Adaptation-guided retrieval in EBMT: A case-based approach to machine translation

    Collins B, Cunningham P

    Advances in Case-Based Reasoning (1996)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Dynamic Approach to Reducing Dialog in On-Line Decision Guides

    Doyle M, Cunningham P

    Proc. 5th European Workshop on CBR (EWCBR'00) (2000)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.