David Patterson

According to our database, David Patterson authored at least 42 papers between 1995 and 2010.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2010

Facilitating Experience Reuse: Towards a Task-Based Approach.

Ying Du, Liming Chen, Bo Hu, David W. Patterson, Hui Wang

Proceedings of the Knowledge Science, 2010

2008

SOPHIA-TCBR: A knowledge discovery framework for textual case-based reasoning.

David Patterson, Niall Rooney, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova

Knowl. Based Syst., 2008

An investigation into the stability of contextual document clustering.

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova

J. Assoc. Inf. Sci. Technol., 2008

2007

Non-strict heterogeneous Stacking.

Niall Rooney, David W. Patterson, Chris D. Nugent

Pattern Recognit. Lett., 2007

A weighted combination of stacking and dynamic integration.

Niall Rooney, David W. Patterson

Pattern Recognit., 2007

Assessment of four modifications of a novel indexing technique for case-based reasoning.

Mykola Galushka, David W. Patterson, Chris D. Nugent

Int. J. Intell. Syst., 2007

Feature Extraction for Dynamic Integration of Classifiers.

Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson

Fundam. Informaticae, 2007

A Fusion of Stacking with Dynamic Integration.

Niall Rooney, David W. Patterson

Proceedings of the IJCAI 2007, 2007

2006

Intelligent index selection for case-based reasoning.

Mykola Galushka, David W. Patterson

Knowl. Based Syst., 2006

A relevance feedback mechanism for cluster-based retrieval.

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin

Inf. Process. Manag., 2006

A scaleable document clustering approach for large document corpora.

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin

Inf. Process. Manag., 2006

Pruning extensions to stacking.

Niall Rooney, David W. Patterson, Chris D. Nugent

Intell. Data Anal., 2006

SOPHIA in Enterprise Track.

Vladimir Dobrynin, Kim Son Pham, David Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Temporal Data Mining for Smart Homes.

Mykola Galushka, David W. Patterson, Niall Rooney

Proceedings of the Designing Smart Homes, The Role of Artificial Intelligence, 2006

2005

SOPHIA: an interactive cluster-based retrieval system for the OHSUMED collection.

Vladimir Dobrynin, David W. Patterson, Mykola Galushka, Niall Rooney

IEEE Trans. Inf. Technol. Biomed., 2005

Characterisation of a Novel Indexing Technique for Case-Based Reasoning.

David W. Patterson, Mykola Galushka, Niall Rooney

Artif. Intell. Rev., 2005

Sophia: A novel approach for Textual Case-based Reasoning.

David W. Patterson, Niall Rooney, Vladimir Dobrynin, Mykola Galushka

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

SOPHIA: A textual CBR perspective.

David Patterson

Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

Assessment of a Novel Technique for Indexing Real World Temporal Cases.

Mykola Galushka, David W. Patterson

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Case-Based Tissue Classification for Monitoring Leg Ulcer Healing.

Mykola Galushka, Huiru Zheng, David W. Patterson, Lilian Bradley

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004

A comprehensive review of recursive Naïve Bayes Classifiers.

Niall Rooney, David W. Patterson, Mykola Galushka

Intell. Data Anal., 2004

Contextual Comparison of Discovered Knowledge Patterns.

Alex G. Büchner, Matthias Baumgarten, John G. Hughes, David W. Patterson

Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

Dynamic Integration of Regression Models.

Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal

Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

Reduced Ensemble Size Stacking.

Niall Rooney, David W. Patterson, Chris D. Nugent

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Random Subspacing for Regression Ensembles.

Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

An Effective Indexing and Retrieval Approach for Temporal Cases.

David W. Patterson, Mykola Galushka, Niall Rooney

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Contextual Document Clustering.

Vladimir Dobrynin, David W. Patterson, Niall Rooney

Proceedings of the Advances in Information Retrieval, 2004

Personalised E-Learning Opportunities - Call for a Pedagogical Domain Knowledge Model.

Alex G. Büchner, David W. Patterson

Proceedings of the 15th International Workshop on Database and Expert Systems Applications (DEXA 2004), with CD-ROM, 30 August, 2004

2003

Ensemble feature selection with the simple Bayesian classification.

Alexey Tsymbal, Seppo Puuronen, David W. Patterson

Inf. Fusion, 2003

Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning.

David W. Patterson, Mykola Galushka, Niall Rooney

Proceedings of the Case-Based Reasoning Research and Development, 2003

Efficient Retrieval for Case-Based Reasoning.

David W. Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Dynamic Integration of Classifiers in the Space of Principal Components.

Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson

Proceedings of the Advances in Databases and Information Systems, 2003

2002

Feature Selection for Ensembles of Simple Bayesian Classifiers.

Alexey Tsymbal, Seppo Puuronen, David W. Patterson

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Eigenvector-Based Feature Extraction for Classification.

Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Towards Dynamic Maintenance of Retrieval Knowledge in CBR.

David W. Patterson, Niall Rooney, Mykola Galushka, Sarab S. Anand

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Efficient Similarity Determination and Case Construction Techniques for Case-Based Reasoning.

David W. Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

A Regression Based Adaptation Strategy for Case-Based Reasoning.

David W. Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

Skill Refinement through Competence Feedback.

David W. Patterson, Sarabjot S. Anand, John G. Hughes

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

1999

Towards Automated Case Knowledge Discovery in the M² Case-Based Reasoning System.

David W. Patterson, Sarabjot S. Anand, Werner Dubitzky, John G. Hughes

Knowl. Inf. Syst., 1999

1998

Discovering Case Knowledge Using Data Mining.

Sarabjot S. Anand, David W. Patterson, John G. Hughes, David A. Bell

Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

Knowledge Intensive Exception Spaces.

Sarabjot S. Anand, David W. Patterson, John G. Hughes

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1995

Integration of Case Based Retrieval with a Relational Database System in Aircraft Technical Support.

Jonathan R. C. Allen, David W. Patterson, Maurice D. Mulvenna, John G. Hughes

Proceedings of the Case-Based Reasoning Research and Development, 1995