2008 | ||
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37 | Marley Maria Bernardes Rebuzzi Vellasco, Marcílio Carlos Pereira de Souto, Jés Jesus Fiais Cerqueira: 10th Brazilian Symposium on Neural Networks (SBRN 2008), Salvador, Bahia, Brazil, October 26-30, 2008 IEEE Computer Society 2008 | |
36 | EE | Marcílio Carlos Pereira de Souto, Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto: Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles. IJCNN 2008: 1480-1487 |
35 | EE | Marcílio Carlos Pereira de Souto, Daniel S. A. de Araujo, Ivan G. Costa, Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Alexander Schliep: Comparative study on normalization procedures for cluster analysis of gene expression datasets. IJCNN 2008: 2792-2798 |
34 | EE | Marcílio Carlos Pereira de Souto, Ricardo Bastos Cavalcante Prudêncio, Rodrigo G. F. Soares, Daniel S. A. de Araujo, Ivan G. Costa, Teresa Bernarda Ludermir, Alexander Schliep: Ranking and selecting clustering algorithms using a meta-learning approach. IJCNN 2008: 3729-3735 |
33 | EE | Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Wilson Rosa de Oliveira: Weightless Neural Networks: Knowledge-Based Inference System. SBRN 2008: 207-212 |
32 | EE | Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho: A Strategyfor the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering Approaches. SBRN 2008: 27-32 |
2007 | ||
31 | EE | Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-Objective Clustering Ensemble with Prior Knowledge. BSB 2007: 34-45 |
30 | EE | Ivan G. Costa, Marcílio Carlos Pereira de Souto, Alexander Schliep: Validating Gene Clusterings by Selecting Informative Gene Ontology Terms with Mutual Information. BSB 2007: 81-92 |
29 | EE | Lucas M. Oliveira, Raul B. Paradeda, Bruno M. Carvalho, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto: Particle Detection on Election Microscopy Micrographs Using Multi-Classifier Systems. HIS 2007: 216-221 |
28 | EE | Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto: Investigating the Use of an Evolutionary Agent-based System for Classification Tasks. IJCNN 2007: 1266-1271 |
27 | EE | Laura Emmanuella A. Santana, Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto: A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods. IJCNN 2007: 643-648 |
26 | EE | Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-objective clustering ensemble. Int. J. Hybrid Intell. Syst. 4(3): 145-156 (2007) |
2006 | ||
25 | EE | Welbson S. Costa, Mateus S. de Assis, Marcílio Carlos Pereira de Souto: Extracting Symbolic Rules from Clustering of Gene Expression Data. HIS 2006: 12 |
24 | EE | Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-Objective Clustering Ensemble. HIS 2006: 51 |
23 | EE | Thiago Dutra, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto: Using Weighted Combination-Based Methods in Ensembles with Different Levels of Diversity. ICONIP (1) 2006: 708-717 |
22 | EE | Marcílio Carlos Pereira de Souto, Valnaide G. Bittencourt, José Alfredo Ferreira Costa: An Empirical Analysis of Under-Sampling Techniques to Balance a Protein Structural Class Dataset. ICONIP (3) 2006: 21-29 |
21 | EE | Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto: Using Accuracy and Diversity to Select Classifiers to Build Ensembles. IJCNN 2006: 1310-1316 |
20 | EE | Marcílio Carlos Pereira de Souto, Daniel S. A. de Araujo, Bruno L. C. da Silva: Cluster Ensemble for Gene Expression Microarray Data: Accuracy and Diversity. IJCNN 2006: 2174-2180 |
19 | EE | Kelly P. da Silva, Meika I. Monteiro, Marcílio Carlos Pereira de Souto: In silico prediction of promoter sequences of Bacillus species. IJCNN 2006: 2319-2324 |
2005 | ||
18 | EE | Shirlly C. M. Silva, Daniel S. A. de Araujo, Raul B. Paradeda, Valmar S. Severiano-Sobrinho, Marcílio Carlos Pereira de Souto: Individual Clustering and Homogeneous Cluster Ensemble Approaches Applied to Gene Expression Data. Australian Conference on Artificial Intelligence 2005: 930-933 |
17 | EE | Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Evaluation of the Contents of Partitions Obtained with Clustering Gene Expression Data. BSB 2005: 65-76 |
16 | EE | Meika I. Monteiro, Marcílio Carlos Pereira de Souto, Luiz M. G. Gonçalves, Lucymara F. Agnez-Lima: Machine Learning Techniques for Predicting Bacillus subtilis Promoters. BSB 2005: 77-84 |
15 | EE | Teresa Bernarda Ludermir, C. R. S. Lopes, A. B. Ludermir, Marcílio Carlos Pereira de Souto: Neural Network Use for the Identification of Factors Related to Common Mental Disorders. ICANN (1) 2005: 653-658 |
2003 | ||
14 | EE | Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto: Introduction by Guest Editors. Int. J. Neural Syst. 13(2): 55-57 (2003) |
2002 | ||
13 | Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto: 7th Brazilian Symposium on Neural Networks (SBRN 2002), 11-14 November 2002, Recife, Brazil IEEE Computer Society 2002 | |
12 | EE | C. R. S. Lopes, Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, A. B. Ludermir: Neural Networks for the analysis of Common Mental Disorders Factors. SBRN 2002: 114 |
11 | EE | Akio Yamazaki, Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto: Global Optimization Methods for Designing and Training Neural Networks. SBRN 2002: 136-141 |
10 | EE | José Carlos Martins Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir: Implementation of Probabilistic Automata in Weightless Neural Networks. SBRN 2002: 235 |
9 | EE | Ivan G. Costa, Francisco de A. T. de Carvalho, Marcílio Carlos Pereira de Souto: A Symbolic Approach to Gene Expression Time Series Analysis. SBRN 2002: 25-30 |
8 | EE | Wilson Rosa de Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir: Turing Machines with Finite Memory. SBRN 2002: 67-73 |
7 | Ivan G. Costa, Francisco de A. T. de Carvalho, Marcílio Carlos Pereira de Souto: Stability Evaluation of Clustering Algorithms for Time Series Gene Expression Data. WOB 2002: 88-90 | |
6 | EE | Ivan G. Costa, Francisco de A. T. de Carvalho, Marcílio Carlos Pereira de Souto: Comparative study on proximity indices for cluster analysis of gene expression time series. Journal of Intelligent and Fuzzy Systems 13(2-4): 133-142 (2002) |
5 | EE | Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto: The VIIth Brazilian Symposium on Neural Networks (SBRN'02). Journal of Intelligent and Fuzzy Systems 13(2-4): 61-62 (2002) |
4 | EE | Wilson Rosa de Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir: Turing's analysis of computation and artificial neural networks. Journal of Intelligent and Fuzzy Systems 13(2-4): 85-98 (2002) |
2000 | ||
3 | EE | Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir, Marcília A. Campos: Encoding of Probabilistic Automata into RAM-Based Neural Networks. IJCNN (3) 2000: 439-444 |
1999 | ||
2 | EE | Marcílio Carlos Pereira de Souto, Paulo J. L. Adeodato, Teresa Bernarda Ludermir: Sequential RAM-based Neural Networks: Learnability, Generalisation, Knowledge Extraction, and Grammatical Inference. Int. J. Neural Syst. 9(3): 203-210 (1999) |
1998 | ||
1 | EE | Marcílio Carlos Pereira de Souto, Paulo J. L. Adeodato: Learnability in Sequential RAM-based Neural Networks. SBRN 1998: 20-25 |