André N. de Souza

19 papers B 2C 2Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2023 — conf
A Multi-Class Probabilistic Optimum-Path Forest.
VISIGRAPP (5: VISAPP)
Silas Evandro Nachif Fernandes, Leandro A. Passos, Danilo S. Jodas, Marco Akio, André N. de Souza, João Paulo Papa
2020 J jnl
FEMa: a finite element machine for fast learning.
Neural Comput. Appl.
Danilo R. Pereira, Marco Antonio Piteri, André N. de Souza, João Paulo Papa, Hojjat Adeli
2019 J jnl
A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection.
IEEE Trans. Smart Grid
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, Danilo S. Gastaldello, João P. Papa
2018 J jnl
Feature selection through binary brain storm optimization.
Comput. Electr. Eng.
João P. Papa, Gustavo H. Rosa, André N. de Souza, Luis Claudio Sugi Afonso
2018 B conf
Improving Optimum- Path Forest Classification Using Unsupervised Manifold Learning.
ICPR
Luis Claudio Sugi Afonso, Daniel Carlos Guimarães Pedronette, André N. de Souza, João Paulo Papa
2018 J jnl
On the Study of Commercial Losses in Brazil: A Binary Black Hole Algorithm for Theft Characterization.
IEEE Trans. Smart Grid
Caio C. O. Ramos, Douglas Rodrigues, André N. de Souza, João Paulo Papa
2017 J jnl
An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Danillo Roberto Pereira, Rodrigo Jose Pisani, André N. de Souza, João P. Papa
2017 B conf
FEMaR: A finite element machine for regression problems.
IJCNN
Danillo Roberto Pereira, João P. Papa, André N. de Souza
2016 J jnl
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems.
CoRR
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, João Paulo Papa
2016 J jnl
Social-Spider Optimization-based Support Vector Machines applied for energy theft detection.
Comput. Electr. Eng.
Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, Douglas Rodrigues, Caio C. O. Ramos, André N. de Souza, João P. Papa
2014 J jnl
A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier.
Pattern Recognit. Lett.
Adriana S. Iwashita, João Paulo Papa, André N. de Souza, Alexandre X. Falcão, Roberto A. Lotufo, V. M. Oliveira, Victor Hugo C. de Albuquerque, João Manuel R. S. Tavares
2014 J jnl
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest.
Expert Syst. Appl.
Douglas Rodrigues, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, Xin-She Yang, André N. de Souza, João Paulo Papa
2014 — conf
Fast Optimum-Path Forest Classification on Graphics Processors.
VISAPP (2)
Marcos V. T. Romero, Adriana S. Iwashita, Luciene P. Papa, André N. de Souza, João P. Papa
2013 C conf
BCS: A Binary Cuckoo Search algorithm for feature selection.
ISCAS
Douglas Rodrigues, Luís A. M. Pereira, T. N. S. Almeida, João Paulo Papa, André N. de Souza, Caio C. O. Ramos, Xin-She Yang
2013 — conf
Harmony search applied for support vector machines training optimization.
EUROCON
Luís A. M. Pereira, João Paulo Papa, André N. de Souza
2013 — conf
Optimizing Feature Selection through Binary Charged System Search.
CAIP (1)
Douglas Rodrigues, Luís A. M. Pereira, João P. Papa, Caio C. O. Ramos, André N. de Souza, Luciene P. Papa
2012 J jnl
Efficient Fault Location in Underground Distribution Systems through Optimum-Path Forest.
Appl. Artif. Intell.
André N. de Souza, Pedro da Costa Jr., Paulo S. da Silva, Caio C. O. Ramos, João P. Papa
2011 J jnl
A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection.
Comput. Electr. Eng.
Caio C. O. Ramos, André N. de Souza, Giovani Chiachia, Alexandre X. Falcão, João P. Papa
2011 C conf
What is the importance of selecting features for non-technical losses identification?
ISCAS
Caio C. O. Ramos, João Paulo Papa, André N. de Souza, Giovani Chiachia, Alexandre X. Falcão