André N. de Souza

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Feature Selection

Nearest Neighbor Classifier

Remote Sensing Imagery

Top Venues

IEEE Trans. Smart Grid

Comput. Electr. Eng.

VISIGRAPP (5: VISAPP)

Publications

Silas Evandro Nachif Fernandes, Leandro A. Passos, Danilo S. Jodas, Marco Akio, André N. de Souza, João Paulo Papa
A Multi-Class Probabilistic Optimum-Path Forest. VISIGRAPP (5: VISAPP) (2023)
Danilo R. Pereira, Marco Antonio Piteri, André N. de Souza, João Paulo Papa, Hojjat Adeli
FEMa: a finite element machine for fast learning. Neural Comput. Appl. 32 (10) (2020)
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, Danilo S. Gastaldello, João P. Papa
A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection. IEEE Trans. Smart Grid 10 (3) (2019)
João P. Papa, Gustavo H. Rosa, André N. de Souza, Luis Claudio Sugi Afonso
Feature selection through binary brain storm optimization. Comput. Electr. Eng. 72 (2018)
Caio C. O. Ramos, Douglas Rodrigues, André N. de Souza, João Paulo Papa
On the Study of Commercial Losses in Brazil: A Binary Black Hole Algorithm for Theft Characterization. IEEE Trans. Smart Grid 9 (2) (2018)
Luis Claudio Sugi Afonso, Daniel Carlos Guimarães Pedronette, André N. de Souza, João Paulo Papa
Improving Optimum- Path Forest Classification Using Unsupervised Manifold Learning. ICPR (2018)
Danillo Roberto Pereira, Rodrigo Jose Pisani, André N. de Souza, João P. Papa
An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Danillo Roberto Pereira, João P. Papa, André N. de Souza
FEMaR: A finite element machine for regression problems. IJCNN (2017)
Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, Douglas Rodrigues, Caio C. O. Ramos, André N. de Souza, João P. Papa
Social-Spider Optimization-based Support Vector Machines applied for energy theft detection. Comput. Electr. Eng. 49 (2016)
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, João Paulo Papa
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems. CoRR (2016)
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
A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier. Pattern Recognit. Lett. 40 (2014)
Marcos V. T. Romero, Adriana S. Iwashita, Luciene P. Papa, André N. de Souza, João P. Papa
Fast Optimum-Path Forest Classification on Graphics Processors. VISAPP (2) (2014)
Douglas Rodrigues, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, Xin-She Yang, André N. de Souza, João Paulo Papa
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest. Expert Syst. Appl. 41 (5) (2014)
Douglas Rodrigues, Luís A. M. Pereira, T. N. S. Almeida, João Paulo Papa, André N. de Souza, Caio C. O. Ramos, Xin-She Yang
BCS: A Binary Cuckoo Search algorithm for feature selection. ISCAS (2013)
Douglas Rodrigues, Luís A. M. Pereira, João P. Papa, Caio C. O. Ramos, André N. de Souza, Luciene P. Papa
Optimizing Feature Selection through Binary Charged System Search. CAIP (1) (2013)
Luís A. M. Pereira, João Paulo Papa, André N. de Souza
Harmony search applied for support vector machines training optimization. EUROCON (2013)
André N. de Souza, Pedro da Costa Jr., Paulo S. da Silva, Caio C. O. Ramos, João P. Papa
Efficient Fault Location in Underground Distribution Systems through Optimum-Path Forest. Appl. Artif. Intell. 26 (5) (2012)
Caio C. O. Ramos, André N. de Souza, Giovani Chiachia, Alexandre X. Falcão, João P. Papa
A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection. Comput. Electr. Eng. 37 (6) (2011)
Caio C. O. Ramos, João Paulo Papa, André N. de Souza, Giovani Chiachia, Alexandre X. Falcão
What is the importance of selecting features for non-technical losses identification? ISCAS (2011)