André N. de Souza

According to our database, André N. de Souza authored at least 40 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Multi-Class Probabilistic Optimum-Path Forest.

Silas Evandro Nachif Fernandes, Leandro A. Passos, Danilo S. Jodas, Marco Akio, André N. de Souza, João Paulo Papa

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Opposition-Based Jellyfish Search for Feature Selection.

Douglas Rodrigues, Kelton Augusto Pontara da Costa, Danilo S. Gastaldello, André Nunes de Souza, João Paulo Papa

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

2022

Handling imbalanced datasets through Optimum-Path Forest.

Leandro Aparecido Passos, Danilo S. Jodas, Luiz Carlos Felix Ribeiro, Marco Akio, André Nunes de Souza, João Paulo Papa

Knowl. Based Syst., 2022

2021

An incremental Optimum-Path Forest classifier and its application to non-technical losses identification.

Adriana S. Iwashita, Douglas Rodrigues, Danilo S. Gastaldello, André Nunes de Souza, João Paulo Papa

Comput. Electr. Eng., 2021

2020

FEMa: a finite element machine for fast learning.

Danilo R. Pereira, Marco Antonio Piteri, André N. de Souza, João Paulo Papa, Hojjat Adeli

Neural Comput. Appl., 2020

2019

A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection.

Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, Danilo S. Gastaldello, João P. Papa

IEEE Trans. Smart Grid, 2019

2018

On the Study of Commercial Losses in Brazil: A Binary Black Hole Algorithm for Theft Characterization.

Caio C. O. Ramos, Douglas Rodrigues, André N. de Souza, João Paulo Papa

IEEE Trans. Smart Grid, 2018

Feature selection through binary brain storm optimization.

João P. Papa, Gustavo H. Rosa, André N. de Souza, Luis Claudio Sugi Afonso

Comput. Electr. Eng., 2018

Improving Optimum- Path Forest Classification Using Unsupervised Manifold Learning.

Luis Claudio Sugi Afonso, Daniel Carlos Guimarães Pedronette, André N. de Souza, João Paulo Papa

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification.

Danillo Roberto Pereira, Rodrigo Jose Pisani, André N. de Souza, João P. Papa

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Pruning Optimum-Path Forest Classifiers Using Multi-Objective Optimization.

Douglas Rodrigues, André Nunes de Souza, João Paulo Papa

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

FEMaR: A finite element machine for regression problems.

Danillo Roberto Pereira, João P. Papa, André N. de Souza

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems.

Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, João Paulo Papa

CoRR, 2016

Social-Spider Optimization-based Support Vector Machines applied for energy theft detection.

Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, Douglas Rodrigues, Caio C. O. Ramos, André N. de Souza, João P. Papa

Comput. Electr. Eng., 2016

2015

Binary Flower Pollination Algorithm and Its Application to Feature Selection.

Douglas Rodrigues, Xin-She Yang, André Nunes de Souza, João Paulo Papa

Proceedings of the Recent Advances in Swarm Intelligence and Evolutionary Computation, 2015

Black Hole Algorithm for non-technical losses characterization.

Douglas Rodrigues, Caio Cesar Oba Ramos, André Nunes de Souza, João Paulo Papa

Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015

2014

A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier.

Adriana S. Iwashita, João Paulo Papa, André N. de Souza, Alexandre X. Falcão, Roberto de Alencar Lotufo, V. M. Oliveira, Victor Hugo C. de Albuquerque, João Manuel R. S. Tavares

Pattern Recognit. Lett., 2014

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest.

Douglas Rodrigues, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, Xin-She Yang, André N. de Souza, João Paulo Papa

Expert Syst. Appl., 2014

Fast Optimum-Path Forest Classification on Graphics Processors.

Marcos V. T. Romero, Adriana S. Iwashita, Luciene P. Papa, André N. de Souza, João P. Papa

Proceedings of the VISAPP 2014, 2014

2013

BCS: A Binary Cuckoo Search algorithm for feature selection.

Douglas Rodrigues, Luís A. M. Pereira, T. N. S. Almeida, João Paulo Papa, André N. de Souza, Caio C. O. Ramos, Xin-She Yang

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Harmony search applied for support vector machines training optimization.

Luís A. M. Pereira, João Paulo Papa, André N. de Souza

Proceedings of Eurocon 2013, 2013

Optimizing Feature Selection through Binary Charged System Search.

Douglas Rodrigues, Luís A. M. Pereira, João P. Papa, Caio C. O. Ramos, André N. de Souza, Luciene P. Papa

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

Efficient Fault Location in Underground Distribution Systems through Optimum-Path Forest.

André N. de Souza, Pedro da Costa Jr., Paulo S. da Silva, Caio C. O. Ramos, João P. Papa

Appl. Artif. Intell., 2012

2011

A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection.

Caio C. O. Ramos, André N. de Souza, Giovani Chiachia, Alexandre X. Falcão, João P. Papa

Comput. Electr. Eng., 2011

What is the importance of selecting features for non-technical losses identification?

Caio C. O. Ramos, João Paulo Papa, André N. de Souza, Giovani Chiachia, Alexandre X. Falcão

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

2005

Development of neurofuzzy architecture for solving the <i>N</i>-Queens problem.

Ivan Nunes da Silva, José Alfredo Covolan Ulson, André Nunes de Souza

Int. J. Gen. Syst., 2005

2004

Implementation of Two-Stage Hopfield Model and Its Application in Nonlinear Systems.

Ivan Nunes da Silva, José Alfredo Covolan Ulson, André Nunes de Souza

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2002

Mapping lightning processes using fuzzy inference system.

André Nunes de Souza, Ivan Nunes da Silva, Maria Goretti Zago, Rogério Andrade Flauzino

Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001

A Novel Approach for Solving Constrained Nonlinear Optimization Problems Using Neurofuzzy Systems.

Ivan Nunes da Silva, André Nunes de Souza, Mário Eduardo Bordon

Int. J. Neural Syst., 2001

An Intelligent System to Real Time Rainfall Prediction using Radar Data.

José Alfredo Covolan Ulson, Maurício de A. Antônio, Ivan Nunes da Silva, André Nunes de Souza

Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, 2001

A Novel Neural Model to Electrical Load Forecasting in Transformers.

André Nunes de Souza, Ivan Nunes da Silva, José Alfredo Covolan Ulson, Mário Eduardo Bordon

Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, 2001

A Neural System to Robust Nonlinear Optimization Subject to Disjoint and Constrained Sets.

Ivan Nunes da Silva, André Nunes de Souza, Mário Eduardo Bordon, José Alfredo Covolan Ulson

Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, 2001

Design of Simplified Neuro-Fuzzy Systems Based on CMAC Architectures.

Mário Eduardo Bordon, Edwin Avolio, Ivan Nunes da Silva, André Nunes de Souza

Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, 2001

2000

The application of neural networks to the analysis of dissolved gases in insulating oil used in transformers.

Ivan Nunes da Silva, Marcos M. Imamura, André Nunes de Souza

Proceedings of the IEEE International Conference on Systems, 2000

Design of a Fuzzy Controller with Simplified Architecture.

Mário Eduardo Bordon, Ivan Nunes da Silva, André Nunes de Souza

Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

Artificial Neural Networks Applied in Study of Atmospheric Parameters to High Voltage Substations Concerning Lightning.

André Nunes de Souza, Ivan Nunes da Silva, Mário Eduardo Bordon

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

A Modified Hopfield Model for Solving the N-Queens Problem.

Ivan Nunes da Silva, André Nunes de Souza, Mário Eduardo Bordon

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Evaluation and identification of lightning models by artificial neural networks.

Ivan Nunes da Silva, André Nunes de Souza, Mário Eduardo Bordon

Proceedings of the International Joint Conference Neural Networks, 1999

Design and analysis of neural networks for systems optimization.

Ivan Nunes da Silva, Mário Eduardo Bordon, André Nunes de Souza

Proceedings of the International Joint Conference Neural Networks, 1999

Design of digital PID controller with gain planning based on CMAC.

Mário Eduardo Bordon, Ivan Nunes da Silva, André Nunes de Souza

Proceedings of the International Joint Conference Neural Networks, 1999