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ORCIDMarcílio Carlos Pereira de Souto
Publications
- 2012
[j15]Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Marley M. B. R. Vellasco:
Automatic parameters selection in machine learning. Neurocomputing 75(1): 1-2 (2012)- 2011
- [c41]Marcilio C. P. de Souto, José Carlos Martins Oliveira, Teresa Bernarda Ludermir:
A tool to implement probabilistic automata in RAM-based neural networks. IJCNN 2011: 1054-1060 - [p1]Ricardo Bastos Cavalcante Prudêncio, Marcilio C. P. de Souto, Teresa Bernarda Ludermir:
Selecting Machine Learning Algorithms Using the Ranking Meta-Learning Approach. Meta-Learning in Computational Intelligence 2011: 225-243 - 2009
- [j11]Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Wilson Rosa de Oliveira
:
On a hybrid weightless neural system. Int. J. Bio Inspired Comput. 1(1/2): 93-104 (2009) - 2008
- [j9]Marcílio Carlos Pereira de Souto, Ivan G. Costa, Daniel S. A. de Araujo, Teresa Bernarda Ludermir, Alexander Schliep:
Clustering cancer gene expression data: a comparative study. BMC Bioinform. 9 (2008) - [c30]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 - [c29]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 - [c27]Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Wilson Rosa de Oliveira:
Weightless Neural Networks: Knowledge-Based Inference System. SBRN 2008: 207-212 - 2005
- [j6]Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira:
Equivalence between RAM-based neural networks and probabilistic automata. IEEE Trans. Neural Networks 16(4): 996-999 (2005) - [c11]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
- [j5]Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto:
Introduction by Guest Editors. Int. J. Neural Syst. 13(2): 55-57 (2003) - 2002
- [j4]Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto:
The VIIth Brazilian Symposium on Neural Networks (SBRN'02). J. Intell. Fuzzy Syst. 13(2-4): 61-62 (2002) - [j3]Wilson Rosa de Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir:
Turing's analysis of computation and artificial neural networks. J. Intell. Fuzzy Syst. 13(2-4): 85-98 (2002) - [c7]Wilson Rosa de Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir:
Turing Machines with Finite Memory. SBRN 2002: 67-73 - [c6]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 - [c5]Akio Yamazaki, Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto:
Global Optimization Methods for Designing and Training Neural Networks. SBRN 2002: 136-141 - [c4]José Carlos Martins Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir:
Implementation of Probabilistic Automata in Weightless Neural Networks. SBRN 2002: 235 - [e1]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, ISBN 0-7695-1709-9 [contents] - 2000
- [c2]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
- [j1]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)
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