Publications

Journal Papers

Quantum enhanced cross-validation for near-optimal neural networks architecture selection

dos Santos, P. G. M. et al. 2018

International Journal of Quantum Information

Centrality-Based Group Profiling: A Comparative Study in Co-authorship Networks

GOMES, JOÃO E. A. et al. 2017

New Generation Computing

Comments on “quantum artificial neural networks with applications”

da Silva, A. J. et al. 2016

Information Sciences

Weightless neural network parameters and architecture selection in a quantum computer

da Silva, A. J. et al. 2016

Neurocomputing

Quantum perceptron over a field and neural network architecture selection in a quantum computer

da Silva, A. J. et al. 2016

Neural Networks

A multiple kernel learning algorithm for drug-target interaction prediction

Nascimento, André C. A. et al. 2016

BMC Bioinformatics

Comments on “Quantum M-P Neural Network”

da Silva, A. J. et al. 2015

International Journal of Theoretical Physics

Classical and superposed learning for quantum weightless neural networks

da Silva, A. J. et al. 2012

Neurocomputing

Combining text classifiers and hidden Markov models for information extraction

BARROS, FLÁVIA A. et al. 2009

International Journal of Artificial Intelligence Tools

Conference Papers

CUR: Group Profiling with Community-based Users’ Representation

Evaluation of Dimensionality Reduction and Truncation Techniques for Word Embeddings.

Neural Networks Architecture Evaluation in a Quantum Computer

da Silva, A.J. et al. 2017

Uma abordagem Fuzzy-Adaptativa para Segmentação de Imagens de Cromossomos

Andrade, M. F. et. al 2017

Análise de Classificadores para Avaliação automática em Fóruns Educacionais.

A Comparative Study of Group Profiling Techniques in Co-Authorship Networks

GOMES, JOÃO E. A. et al. 2016

Group Profiling for Understanding Educational Social Networking

GOMES, JOÃO E. A. et al. 2013

Mining rules for the automatic selection process of clustering methods applied to cancer gene expression data

NASCIMENTO et al. 2009

Hidden Markov Models and Text Classifiers for Information Extraction on Semi-Structured Texts

BARROS et al. 2008

Quantum Logical Neural Networks

de Oliveira, WR et al. 2008