Padraig Cunningham

Location
Dublin, Ireland
Discipline
Computer and Information Science

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.