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TÍTULO: MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data  Full Text
AUTORES: Andre Luis D Debiaso Rossi; Andre Carlos Ponce D F de Leon Ferreira de Carvalho; Carlos Soares ; Bruno Feres de Souza;
PUBLICAÇÃO: 2014, FONTE: 12th Brazilian Symposium on Neural Networks (SBRN) held as part of the 1st Brazilian Conference on Intelligent Systems (BRACIS) in NEUROCOMPUTING, VOLUME: 127
INDEXADO EM: Scopus WOS DBLP CrossRef: 65
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TÍTULO: Novelty detection algorithm for data streams multi-class problems  Full Text
AUTORES: Faria, ER; Gama, J ; Carvalho, APLF;
PUBLICAÇÃO: 2013, FONTE: 28th Annual ACM Symposium on Applied Computing, SAC 2013 in Proceedings of the ACM Symposium on Applied Computing
INDEXADO EM: Scopus DBLP CrossRef: 39
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TÍTULO: Evaluation Methodology for Multiclass Novelty Detection Algorithms
AUTORES: Elaine R Faria; Isabel J C R Goncalves; Joao Gama ; Andre C P L F Carvalho;
PUBLICAÇÃO: 2013, FONTE: 2nd Brazilian Conference on Intelligent Systems (BRACIS) in 2013 BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS)
INDEXADO EM: Scopus WOS DBLP CrossRef: 8
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TÍTULO: Combining meta-learning and search techniques to select parameters for support vector machines  Full Text
AUTORES: Taciana A F Gomes; Ricardo B C Prudencio; Carlos Soares ; Andre L D Rossi; Andre Carvalho;
PUBLICAÇÃO: 2012, FONTE: NEUROCOMPUTING, VOLUME: 75, NÚMERO: 1
INDEXADO EM: Scopus WOS DBLP CrossRef: 105
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TÍTULO: Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters  Full Text
AUTORES: Faria, ER; Barros, RC; Gama, J ; Carvalho, ACPLF;
PUBLICAÇÃO: 2012, FONTE: 27th Annual ACM Symposium on Applied Computing, SAC 2012 in Proceedings of the ACM Symposium on Applied Computing
INDEXADO EM: Scopus DBLP CrossRef: 4
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TÍTULO: Multi-objective Optimization and Meta-learning for SVM Parameter Selection
AUTORES: Pericles B C Miranda; Ricardo B C Prudencio; Andre Carlos P L F de Carvalho; Carlos Soares ;
PUBLICAÇÃO: 2012, FONTE: International Joint Conference on Neural Networks (IJCNN) in 2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
INDEXADO EM: Scopus WOS DBLP CrossRef: 5
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TÍTULO: A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking
AUTORES: Jorge Kanda; Carlos Soares ; Eduardo Hruschka; Andre de Carvalho;
PUBLICAÇÃO: 2012, FONTE: 19th International Conference on Neural Information Processing (ICONIP) in NEURAL INFORMATION PROCESSING, ICONIP 2012, PT III, VOLUME: 7665, NÚMERO: PART 3
INDEXADO EM: Scopus WOS DBLP CrossRef: 8
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TÍTULO: Combining a Multi-Objective Optimization Approach with Meta-Learning for SVM Parameter Selection  Full Text
AUTORES: Pericles B C de Miranda; Ricardo B C Prudencio; Andre Carlos P L F de Carvalho; Carlos Soares ;
PUBLICAÇÃO: 2012, FONTE: IEEE International Conference on Systems, Man, and Cybernetics (SMC) in PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC)
INDEXADO EM: Scopus WOS DBLP CrossRef: 9
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