1
TITLE: A Family of Two-Dimensional Benchmark Data Sets and Its Application to Comparing Different Cluster Validation Indices
AUTHORS: Jorge M Santos; Mark Embrechts;
PUBLISHED: 2014, SOURCE: 6th Mexican Conference on Pattern Recognition (MCPR) in PATTERN RECOGNITION, MCPR 2014, VOLUME: 8495
INDEXED IN: Scopus WOS CrossRef
2
TITLE: Using sensitivity analysis and visualization techniques to open black box data mining models  Full Text
AUTHORS: Paulo Cortez ; Mark J Embrechts;
PUBLISHED: 2013, SOURCE: INFORMATION SCIENCES, VOLUME: 225
INDEXED IN: Scopus WOS CrossRef: 203
3
TITLE: Opening black box Data Mining models using Sensitivity Analysis
AUTHORS: Cortez, P ; Embrechts, MJ;
PUBLISHED: 2011, SOURCE: Symposium Series on Computational Intelligence, IEEE SSCI2011 - 2011 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2011 in IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining
INDEXED IN: Scopus CrossRef: 37
4
TITLE: Reservoir Size, Spectral Radius and Connectivity in Static Classification Problems
AUTHORS: Luis A Alexandre ; Mark J Embrechts;
PUBLISHED: 2009, SOURCE: 19th International Conference on Artificial Neural Networks (ICANN 2009) in ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT I, VOLUME: 5768, ISSUE: PART 1
INDEXED IN: Scopus WOS CrossRef: 2
5
TITLE: On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification
AUTHORS: Jorge M Santos; Mark Embrechts;
PUBLISHED: 2009, SOURCE: 19th International Conference on Artificial Neural Networks (ICANN 2009) in ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT II, VOLUME: 5769, ISSUE: PART 2
INDEXED IN: Scopus WOS CrossRef
6
TITLE: Benchmarking Reservoir Computing on Time-Independent Classification Tasks  Full Text
AUTHORS: Luis A Alexandre ; Mark J Embrechts; Jonathan Linton;
PUBLISHED: 2009, SOURCE: International Joint Conference on Neural Networks in IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6
INDEXED IN: Scopus WOS CrossRef: 4
7
TITLE: Reservoir computing for static pattern recognition
AUTHORS: Embrechts, MJ; Alexandre, LA ; Linton, JD;
PUBLISHED: 2009, SOURCE: 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning, ESANN 2009 in ESANN 2009 Proceedings, 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning
INDEXED IN: Scopus
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TITLE: The Influence of the Risk Functional in Data Classification with MLPs
AUTHORS: Luis M Silva ; Mark Embrechts; Jorge M Santos; Marques M de Sa;
PUBLISHED: 2008, SOURCE: 18th International Conference on Artificial Neural Networks (ICANN 2008) in ARTIFICIAL NEURAL NETWORKS - ICANN 2008, PT I, VOLUME: 5163, ISSUE: PART 1
INDEXED IN: Scopus WOS CrossRef: 1