1
TÍTULO: A Family of Two-Dimensional Benchmark Data Sets and Its Application to Comparing Different Cluster Validation Indices
AUTORES: Jorge M Santos; Mark Embrechts;
PUBLICAÇÃO: 2014, FONTE: 6th Mexican Conference on Pattern Recognition (MCPR) in PATTERN RECOGNITION, MCPR 2014, VOLUME: 8495
INDEXADO EM: Scopus WOS CrossRef
2
TÍTULO: Using sensitivity analysis and visualization techniques to open black box data mining models  Full Text
AUTORES: Paulo Cortez ; Mark J Embrechts;
PUBLICAÇÃO: 2013, FONTE: INFORMATION SCIENCES, VOLUME: 225
INDEXADO EM: Scopus WOS CrossRef: 203
3
TÍTULO: Opening black box Data Mining models using Sensitivity Analysis
AUTORES: Cortez, P ; Embrechts, MJ;
PUBLICAÇÃO: 2011, FONTE: 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
INDEXADO EM: Scopus CrossRef: 37
4
TÍTULO: Reservoir Size, Spectral Radius and Connectivity in Static Classification Problems
AUTORES: Luis A Alexandre ; Mark J Embrechts;
PUBLICAÇÃO: 2009, FONTE: 19th International Conference on Artificial Neural Networks (ICANN 2009) in ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT I, VOLUME: 5768, NÚMERO: PART 1
INDEXADO EM: Scopus WOS CrossRef: 2
5
TÍTULO: On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification
AUTORES: Jorge M Santos; Mark Embrechts;
PUBLICAÇÃO: 2009, FONTE: 19th International Conference on Artificial Neural Networks (ICANN 2009) in ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT II, VOLUME: 5769, NÚMERO: PART 2
INDEXADO EM: Scopus WOS CrossRef
6
TÍTULO: Benchmarking Reservoir Computing on Time-Independent Classification Tasks  Full Text
AUTORES: Luis A Alexandre ; Mark J Embrechts; Jonathan Linton;
PUBLICAÇÃO: 2009, FONTE: International Joint Conference on Neural Networks in IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6
INDEXADO EM: Scopus WOS CrossRef: 4
7
TÍTULO: Reservoir computing for static pattern recognition
AUTORES: Embrechts, MJ; Alexandre, LA ; Linton, JD;
PUBLICAÇÃO: 2009, FONTE: 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
INDEXADO EM: Scopus
8
TÍTULO: The Influence of the Risk Functional in Data Classification with MLPs
AUTORES: Luis M Silva ; Mark Embrechts; Jorge M Santos; Marques M de Sa;
PUBLICAÇÃO: 2008, FONTE: 18th International Conference on Artificial Neural Networks (ICANN 2008) in ARTIFICIAL NEURAL NETWORKS - ICANN 2008, PT I, VOLUME: 5163, NÚMERO: PART 1
INDEXADO EM: Scopus WOS CrossRef: 1