 | 2009 |
|---|
| 113 |       | Derek Greene,
Padraig Cunningham:
A Matrix Factorization Approach for Integrating Multiple Data Views.
ECML/PKDD (1) 2009: 423-438 |
| 112 | | Nicola Segata,
Enrico Blanzieri,
Padraig Cunningham:
A Scalable Noise Reduction Technique for Large Case-Based Systems.
ICCBR 2009: 328-342 |
| 111 | | Padraig Cunningham:
A Taxonomy of Similarity Mechanisms for Case-Based Reasoning.
IEEE Trans. Knowl. Data Eng. 21(11): 1532-1543 (2009) |
| 110 | | Conor Nugent,
Dónal Doyle,
Padraig Cunningham:
Gaining insight through case-based explanation.
J. Intell. Inf. Syst. 32(3): 267-295 (2009) |
| 2008 |
|---|
| 109 | | Derek Greene,
Kenneth Bryan,
Padraig Cunningham:
Parallel integration of heterogeneous genome-wide data sources.
BIBE 2008: 1-7 |
| 108 | | Derek Greene,
Jill Freyne,
Barry Smyth,
Padraig Cunningham:
An Analysis of Research Themes in the CBR Conference Literature.
ECCBR 2008: 18-43 |
| 107 | | Kenneth Bryan,
Michael P. O'Mahony,
Padraig Cunningham:
Unsupervised retrieval of attack profiles in collaborative recommender systems.
RecSys 2008: 155-162 |
| 106 | | Kenneth Bryan,
Lorraine Brennan,
Padraig Cunningham:
MetaFIND: A feature analysis tool for metabolomics data.
BMC Bioinformatics 9: (2008) |
| 105 | | Derek Greene,
Gerard Cagney,
Nevan J. Krogan,
Padraig Cunningham:
Ensemble non-negative matrix factorization methods for clustering protein-protein interactions.
Bioinformatics 24(15): 1722-1728 (2008) |
| 104 | | Alexey Tsymbal,
Mykola Pechenizkiy,
Padraig Cunningham,
Seppo Puuronen:
Dynamic integration of classifiers for handling concept drift.
Information Fusion 9(1): 56-68 (2008) |
| 2007 |
|---|
| 103 | | Kenneth Bryan,
Padraig Cunningham:
BALBOA: Extending Bicluster Analysis to Classify ORFs using Expression Data.
BIBE 2007: 995-1002 |
| 102 | | Derek Greene,
Padraig Cunningham:
Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering.
ECML 2007: 140-151 |
| 101 | | Santiago D. Villalba,
Padraig Cunningham:
An evaluation of dimension reduction techniques for one-class classification.
Artif. Intell. Rev. 27(4): 273-294 (2007) |
| 100 | | Anthony Brew,
Marco Grimaldi,
Padraig Cunningham:
An evaluation of one-class classification techniques for speaker verification.
Artif. Intell. Rev. 27(4): 295-307 (2007) |
| 99 | | Huicheng Zheng,
Padraig Cunningham,
Alexey Tsymbal:
Learning multiple linear manifolds with self-organizing networks.
IJPEDS 22(6): 417-426 (2007) |
| 2006 |
|---|
| 98 | | 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: 539-543 |
| 97 | | 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: 679-684 |
| 96 | | Kenneth Bryan,
Padraig Cunningham:
Bottom-Up Biclustering of Expression Data.
CIBCB 2006: 1-8 |
| 95 |  | Sarah Jane Delany,
Padraig Cunningham,
Barry Smyth:
ECUE: A Spam Filter that Uses Machine Leaming to Track Concept Drift.
ECAI 2006: 627- |
| 94 | | Michael Carney,
Padraig Cunningham:
Calibrating Probability Density Forecasts with Multi-Objective Search.
ECAI 2006: 791-792 |
| 93 | | Neil McDonnell,
Padraig Cunningham:
A Knowledge-Light Approach to Regression Using Case-Based Reasoning.
ECCBR 2006: 91-105 |
| 92 | | Michael Carney,
Padraig Cunningham:
Making Good Probability Estimates for Regression.
ECML 2006: 582-589 |
| 91 | | Derek Greene,
Padraig Cunningham:
Efficient Prediction-Based Validation for Document Clustering.
ECML 2006: 663-670 |
| 90 | | Alexey Tsymbal,
Mykola Pechenizkiy,
Padraig Cunningham:
Dynamic Integration with Random Forests.
ECML 2006: 801-808 |
| 89 | | Nadia Bolshakova,
Francisco Azuaje,
Padraig Cunningham:
Incorporating Biological Domain Knowledge into Cluster Validity Assessment.
EvoWorkshops 2006: 13-22 |
| 88 | | 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: 340-345 |
| 87 | | Derek Greene,
Padraig Cunningham:
Practical solutions to the problem of diagonal dominance in kernel document clustering.
ICML 2006: 377-384 |
| 86 | | Anton Zamolotskikh,
Sarah Jane Delany,
Padraig Cunningham:
A methodology for comparing classifiers that allow the control of bias.
SAC 2006: 582-587 |
| 85 | | Conor Nugent,
Padraig Cunningham,
Patrick Kirwan:
Using active learning to annotate microscope images of parasite eggs.
Artif. Intell. Rev. 26(1-2): 63-73 (2006) |
| 84 | | Kenneth Bryan,
Padraig Cunningham,
Nadia Bolshakova:
Application of Simulated Annealing to the Biclustering of Gene Expression Data.
IEEE Transactions on Information Technology in Biomedicine 10(3): 519-525 (2006) |
| 83 | | Marco Grimaldi,
Padraig Cunningham,
Anil C. Kokaram:
Discrete wavelet packet transform and ensembles of lazy and eager learners for music genre classification.
Multimedia Syst. 11(5): 422-437 (2006) |
| 2005 |
|---|
| 82 | | Kenneth Bryan,
Padraig Cunningham,
Nadia Bolshakova:
Biclustering of Expression Data Using Simulated Annealing.
CBMS 2005: 383-388 |
| 81 | | Sarah Jane Delany,
Padraig Cunningham,
Dónal Doyle,
Anton Zamolotskikh:
Generating Estimates of Classification Confidence for a Case-Based Spam Filter.
ICCBR 2005: 177-190 |
| 80 | | Conor Hayes,
Paolo Avesani,
Emiliano Baldo,
Padraig Cunningham:
Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks.
ICCBR 2005: 312-326 |
| 79 | | Conor Nugent,
Padraig Cunningham,
Dónal Doyle:
The Best Way to Instil Confidence Is by Being Right.
ICCBR 2005: 368-381 |
| 78 | | 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: 32-41 |
| 77 | | Michael Carney,
Padraig Cunningham,
Jim Dowling,
Ciaran Lee:
Predicting probability distributions for surf height using an ensemble of mixture density networks.
ICML 2005: 113-120 |
| 76 | | Alexey Tsymbal,
Mykola Pechenizkiy,
Padraig Cunningham:
Sequential Genetic Search for Ensemble Feature Selection.
IJCAI 2005: 877-882 |
| 75 | | Derek Greene,
Padraig Cunningham:
Producing Accurate Interpretable Clusters from High-Dimensional Data.
PKDD 2005: 486-494 |
| 74 | | Conor Nugent,
Padraig Cunningham:
A Case-Based Explanation System for Black-Box Systems.
Artif. Intell. Rev. 24(2): 163-178 (2005) |
| 73 | | Sarah Jane Delany,
Padraig Cunningham,
Lorcan Coyle:
An Assessment of Case-Based Reasoning for Spam Filtering.
Artif. Intell. Rev. 24(3-4): 359-378 (2005) |
| 72 | | Nadia Bolshakova,
Francisco Azuaje,
Padraig Cunningham:
A knowledge-driven approach to cluster validity assessment.
Bioinformatics 21(10): 2546-2547 (2005) |
| 71 | | Nadia Bolshakova,
Francisco Azuaje,
Padraig Cunningham:
An integrated tool for microarray data clustering and cluster validity assessment .
Bioinformatics 21(4): 451-455 (2005) |
| 70 | | Alexey Tsymbal,
Mykola Pechenizkiy,
Padraig Cunningham:
Diversity in search strategies for ensemble feature selection.
Information Fusion 6(1): 83-98 (2005) |
| 69 | | 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): 187-195 (2005) |
| 68 | | Ramon López de Mántaras,
Padraig Cunningham,
Petra Perner:
Emergent case-based reasoning applications.
Knowledge Eng. Review 20(3): 325-328 (2005) |
| 2004 |
|---|
| 67 | | Derek Greene,
Alexey Tsymbal,
Nadia Bolshakova,
Padraig Cunningham:
Ensemble Clustering in Medical Diagnostics.
CBMS 2004: 576-581 |
| 66 | | Alexey Tsymbal,
Mykola Pechenizkiy,
Padraig Cunningham:
Diversity in Random Subspacing Ensembles.
DaWaK 2004: 309-319 |
| 65 | | Lorcan Coyle,
Dónal Doyle,
Padraig Cunningham:
Representing Similarity for CBR in XML.
ECCBR 2004: 119-127 |
| 64 | | Sarah Jane Delany,
Padraig Cunningham:
An Analysis of Case-Base Editing in a Spam Filtering System.
ECCBR 2004: 128-141 |
| 63 | | Dónal Doyle,
Padraig Cunningham,
Derek G. Bridge,
Yusof Rahman:
Explanation Oriented Retrieval.
ECCBR 2004: 157-168 |
| 62 | | Lorcan Coyle,
Padraig Cunningham:
Improving Recommendation Ranking by Learning Personal Feature Weights.
ECCBR 2004: 560-572 |
| 61 | | Marco Grimaldi,
Padraig Cunningham:
Experimenting with music taste prediction by user profiling.
Multimedia Information Retrieval 2004: 173-180 |
| 60 | | Nadia Bolshakova,
Francisco Azuaje,
Padraig Cunningham:
An integrated tool for microarray data clustering and cluster validity assessment.
SAC 2004: 133-137 |
| 59 | | Padraig Cunningham:
Introduction: The 14th Artificial Intelligence and Cognitive Science Conference (AICS-03).
Artif. Intell. Rev. 21(3-4): 191-192 (2004) |
| 58 | | Chris Fairclough,
Padraig Cunningham:
A Multiplayer O.P.I.A.T.E..
Int. J. Intell. Games & Simulation 3(2): 54-61 (2004) |
| 57 | | Conor Hayes,
Padraig Cunningham:
Context boosting collaborative recommendations.
Knowl.-Based Syst. 17(2-4): 131-138 (2004) |
| 2003 |
|---|
| 56 | | Alexey Tsymbal,
Padraig Cunningham,
Mykola Pechenizkiy,
Seppo Puuronen:
Search Strategies for Ensemble Feature Selection in Medical Diagnostics.
CBMS 2003: 124-129 |
| 55 | | Chris Fairclough,
Padraig Cunningham:
A Multiplayer Case Based Story Engine.
GAME-ON 2003: 41- |
| 54 | | Padraig Cunningham,
Dónal Doyle,
John Loughrey:
An Evaluation of the Usefulness of Case-Based Explanation.
ICCBR 2003: 122-130 |
| 53 | | Michael Fagan,
Padraig Cunningham:
Case-Based Plan Recognition in Computer Games.
ICCBR 2003: 161-170 |
| 52 | | Brian MacNamee,
Simon Dobbyn,
Padraig Cunningham,
Carol O'Sullivan:
Simulating Virtual Humans Across Diverse Situations.
IVA 2003: 159-163 |
| 51 | | Marco Grimaldi,
Padraig Cunningham,
Anil C. Kokaram:
A Wavelet Packet representation of audio signals for music genre classification using different ensemble and feature selection techniques.
Multimedia Information Retrieval 2003: 102-108 |
| 50 | | Robert Wall,
Padraig Cunningham,
Paul Walsh,
Stephen Byrne:
Explaining the output of ensembles in medical decision support on a case by case basis.
Artificial Intelligence in Medicine 28(2): 191-206 (2003) |
| 49 | | Brian MacNamee,
Padraig Cunningham:
Creating socially interactive no-player characters: The µ-SIV system.
Int. J. Intell. Games & Simulation 2(1): 28-35 (2003) |
| 2002 |
|---|
| 48 | | Chris Fairclough,
Padraig Cunningham:
An Interactive Story Engine.
AICS 2002: 171-176 |
| 47 | | Conor Hayes,
Padraig Cunningham,
Patrick Clerkin,
Marco Grimaldi:
Programme driven music radio.
ECAI 2002: 633-637 |
| 46 | | Gabriele Zenobi,
Padraig Cunningham:
An Approach to Aggregating Ensembles of Lazy Learners That Supports Explanation.
ECCBR 2002: 436-447 |
| 45 | | Lorcan Coyle,
Padraig Cunningham,
Conor Hayes:
A Case-Based Personal Travel Assistant for Elaborating User Requirements and Assessing Offers.
ECCBR 2002: 505-518 |
| 44 | | Padraig Cunningham,
Conor Hayes:
Recommendation in Context.
ECCBR Workshops 2002: 18-19 |
| 43 | | Brian MacNamee,
Padraig Cunningham:
The u-SIG System; A Connectionist Driven Simulation of Socially Interactive Agents.
GAME-ON 2002 |
| 42 | | Robert Wall,
Padraig Cunningham,
Paul Walsh:
Explaining Predictions from a Neural Network Ensemble One at a Time.
PKDD 2002: 449-460 |
| 41 | | Ralph Bergmann,
Padraig Cunningham:
Acquiring Customers' Requirements in Electronic Commerce.
Artif. Intell. Rev. 18(3-4): 163-193 (2002) |
| 40 | | Brian MacNamee,
Padraig Cunningham,
Stephen Byrne,
O. I. Corrigan:
The problem of bias in training data in regression problems in medical decision support.
Artificial Intelligence in Medicine 24(1): 51-70 (2002) |
| 2001 |
|---|
| 39 | | Gabriele Zenobi,
Padraig Cunningham:
Using Diversity in Preparing Ensembles of Classifiers Based on Different Feature Subsets to Minimize Generalization Error.
ECML 2001: 576-587 |
| 38 | | Padraig Cunningham,
Gabriele Zenobi:
Case Representation Issues for Case-Based Reasoning from Ensemble Research.
ICCBR 2001: 146-157 |
| 37 | | Conor Hayes,
Padraig Cunningham,
Barry Smyth:
A Case-Based Reasoning View of Automated Collaborative Filtering.
ICCBR 2001: 234-248 |
| 36 | | Barry Smyth,
Mark T. Keane,
Padraig Cunningham:
Hierarchical Case-Based Reasoning Integrating Case-Based and Decompositional Problem-Solving Techniques for Plant-Control Software Design.
IEEE Trans. Knowl. Data Eng. 13(5): 793-812 (2001) |
| 35 | | Stephen Oman,
Padraig Cunningham:
Using Case Retrieval to Seed Genetic Algorithms.
International Journal of Computational Intelligence and Applications 1(1): 71-82 (2001) |
| 34 | | Padraig Cunningham,
Ralph Bergmann,
Sascha Schmitt,
Ralph Traphöner,
Sean Breen,
Barry Smyth:
WEBSELL: Intelligent Sales Assistants for the World Wide Web.
KI 15(1): 28-32 (2001) |
| 33 | | Conor Hayes,
Padraig Cunningham:
Smart radio - community based music radio.
Knowl.-Based Syst. 14(3-4): 197-201 (2001) |
| 2000 |
|---|
| 32 | | Padraig Cunningham,
John Carney:
Diversity versus Quality in Classification Ensembles Based on Feature Selection.
ECML 2000: 109-116 |
| 31 | | Michelle Doyle,
Padraig Cunningham:
A Dynamic Approach to Reducing Dialog in On-Line Decision Guides.
EWCBR 2000: 49-60 |
| 30 | | Padraig Cunningham,
John Carney,
Saji Jacob:
Stability problems with artificial neural networks and the ensemble solution.
Artificial Intelligence in Medicine 20(3): 217-225 (2000) |
| 29 | | John Carney,
Padraig Cunningham:
Tuning Diversity in Bagged Ensembles.
Int. J. Neural Syst. 10(4): 267-279 (2000) |
| 1999 |
|---|
| 28 | | John Carney,
Padraig Cunningham:
The NeuralBAG algorithm: optimizing generalization performance in bagged neural networks.
ESANN 1999: 135-140 |
| 27 | | Conor Hayes,
Padraig Cunningham:
Shaping a CBR View with XML.
ICCBR 1999: 468-481 |
| 26 | | Padraig Cunningham,
Andrea Bonzano:
Knowledge engineering issues in developing a case-based reasoning application.
Knowl.-Based Syst. 12(7): 371-379 (1999) |
| 1998 |
|---|
| 25 | | Barry Smyth,
Padraig Cunningham:
Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings
Springer 1998 |
| 24 | | Shaw Green,
Padraig Cunningham,
Fergal Somers:
Agent Mediated Collaborative Web Page Filtering.
CIA 1998: 195-205 |
| 23 | | Wolfgang Wilke,
Barry Smyth,
Padraig Cunningham:
Using Configuration Techniques for Adaptation.
Case-Based Reasoning Technology 1998: 139-168 |
| 22 | | Andrea Bonzano,
Padraig Cunningham:
Hierarchical CBR for Multiple Aircraft Conflict Resolution.
ECAI 1998: 58-62 |
| 21 | | Padraig Cunningham:
CBR: Strengths and Weaknesses.
IEA/AIE (Vol. 2) 1998: 517-524 |
| 20 | | Mark Venguerov,
Padraig Cunningham:
Generalised Syntactiv Pattern Recognition as a Unifying Approach in Image Analysis.
SSPR/SPR 1998: 913-920 |
| 19 | | Padraig Cunningham:
A case study on the use of model-based systems for electronic fault diagnosis.
AI in Engineering 12(3): 283-295 (1998) |
| 18 | | Donal Finn,
Padraig Cunningham:
Solution reuse for model generation in numerical simulation.
AI in Engineering 12(3): 297-314 (1998) |
| 17 | | Shane MacNamara,
Padraig Cunningham,
John Byrne:
Neural Networks for Language Identification: A Comparative Study.
Inf. Process. Manage. 34(4): 395-403 (1998) |
| 16 | | Padraig Cunningham,
Barry Smyth,
Andrea Bonzano:
An incremental retrieval mechanism for case-based electronic fault diagnosis.
Knowl.-Based Syst. 11(3-4): 239-248 (1998) |
| 1997 |
|---|
| 15 | | Andrea Bonzano,
Padraig Cunningham,
Barry Smyth:
Learning Feature Weights for CBR: Global versus Local.
AI*IA 1997: 417-426 |
| 14 | | Andrea Bonzano,
Padraig Cunningham,
Barry Smyth:
Using Introspective Learning to Improve Retrieval in CBR: A Case Study in Air Traffic Control.
ICCBR 1997: 291-302 |
| 13 | | Leon Hurst,
Padraig Cunningham,
Fergal Somers:
Mobile Agents - Smart Messages.
Mobile Agents 1997: 111-122 |
| 1996 |
|---|
| 12 | | Barry Smyth,
Padraig Cunningham:
The Utility Problem Analysed: A Case-Based Reasoning Perspective.
EWCBR 1996: 392-399 |
| 11 | | Andrea Bonzano,
Padraig Cunningham,
Colin Meckiff:
ISAC: A CBR System for Decision Support in Air Traffic Control.
EWCBR 1996: 44-57 |
| 10 | | Bróna Collins,
Padraig Cunningham:
Adaptation Guided Retrieval in EBMT: A Case-Based Approach to Machine Translation.
EWCBR 1996: 91-104 |
| 1995 |
|---|
| 9 | | Padraig Cunningham,
Barry Smyth,
Neil J. Hurley:
On the use of CBR in optimisation problems such as the TSP.
ICCBR 1995: 401-410 |
| 8 | | Kathleen Hanney,
Mark T. Keane,
Barry Smyth,
Padraig Cunningham:
Systems, Tasks and Adaptation Knowledge: Revealing Some Revealing Dependencies.
ICCBR 1995: 461-470 |
| 1994 |
|---|
| 7 | | Barry Smyth,
Padraig Cunningham:
A Comparison of Incremental Case-Based Reasoning and Inductive Learning.
EWCBR 1994: 151-164 |
| 6 | | Padraig Cunningham,
Barry Smyth,
Tony Veale:
On the Limitations of Memory Based Reasoning.
EWCBR 1994: 75-86 |
| 1993 |
|---|
| 5 | | Padraig Cunningham,
Donal Finn,
Seán Slattery:
Knowledge Engineering Requirements in Derivational Analogy.
EWCBR 1993: 234-245 |
| 1992 |
|---|
| 4 | | Tony Veale,
Padraig Cunningham:
Competitive Hypothesis Resolution in TWIG, a Blackboard-Driven Text Understanding System.
ECAI 1992: 561-563 |
| 3 | | Barry Smyth,
Padraig Cunningham:
Déjà Vu: A Hierarchical Case-Based Reasoning System for Software Design.
ECAI 1992: 587-589 |
| 1991 |
|---|
| 2 | | Padraig Cunningham,
Tony Veale:
Organizational Issues Arising from the Integration of the Lexicon and Concept Network in a Text Understanding System.
IJCAI 1991: 986-991 |
| 1987 |
|---|
| 1 | | Padraig Cunningham:
Qualitative Reasoning in Electronic Fault Diagnosis.
IJCAI 1987: 443-445 |
