Luis Claudio Sugi Afonso

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 16

Top Topics

Learning To Classify

Disease Diagnosis

Nearest Neighbor Classifier

Visual Representations

Top Venues

Publications

Luis Claudio Sugi Afonso, Douglas Rodrigues, João Paulo Papa
Nature-inspired optimum-path forest. Evol. Intell. 16 (1) (2023)
Claudio Filipi Goncalves dos Santos, Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, João Paulo Papa
BreastNet: Breast Cancer Categorization Using Convolutional Neural Networks. CBMS (2020)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João P. Papa
Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis. Neural Comput. Appl. 32 (3) (2020)
Luis Claudio Sugi Afonso, Danilo Colombo, Clayton R. Pereira, Kelton A. P. Costa, João P. Papa
Multiple-Instance Learning through Optimum-Path Forest. IJCNN (2019)
Luis Claudio Sugi Afonso, Gustavo H. Rosa, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa
A recurrence plot-based approach for Parkinson's disease identification. Future Gener. Comput. Syst. 94 (2019)
Luiz Carlos Felix Ribeiro, Luis Claudio Sugi Afonso, João P. Papa
Bag of Samplings for computer-assisted Parkinson's disease diagnosis based on Recurrent Neural Networks. Comput. Biol. Medicine 115 (2019)
Luis Claudio Sugi Afonso, Leandro A. Passos, João Paulo Papa
Enhancing Brain Storm Optimization Through Optimum-Path Forest. SACI (2018)
Gustavo José de Sousa, Daniel Carlos Guimarães Pedronette, Alexandro Baldassin, Pedro Ivo Monteiro Privatto, M. Gaseta, Ivan Rizzo Guilherme, Danilo Colombo, Luis Claudio Sugi Afonso, João P. Papa
Pattern Analysis in Drilling Reports using Optimum-Path Forest. IJCNN (2018)
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)
Luis Claudio Sugi Afonso, Mateus Basso, Michelle Kuroda, Alexandre Campane Vidal, João P. Papa
A fast approach for unsupervised karst feature identification using GPU. Comput. Geosci. 119 (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)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Christoph Palm, João Paulo Papa
Barrett's Esophagus Identification Using Optimum-Path Forest. SIBGRAPI (2017)
Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, Silke Anna Theresa Weber, Christian Hook, João Paulo Papa
Parkinson's Disease Identification through Deep Optimum-Path Forest Clustering. SIBGRAPI (2017)
Luis Claudio Sugi Afonso, Danillo Roberto Pereira, João P. Papa
A Kernel-Based Optimum-Path Forest Classifier. CIARP (2017)
Gustavo H. Rosa, Luis Claudio Sugi Afonso, Alexandro Baldassin, João P. Papa, Xin-She Yang
Quaternionic Flower Pollination Algorithm. CAIP (2) (2017)
Luis Claudio Sugi Afonso, Alexandre Campane Vidal, Michelle Kuroda, Alexandre Xavier Falcão, João Paulo Papa
Learning to Classify Seismic Images with Deep Optimum-Path Forest. SIBGRAPI (2016)
Guilherme B. Martins, Luis Claudio Sugi Afonso, Daniel Osaku, Jurandy Almeida, João P. Papa
Static Video Summarization through Optimum-Path Forest Clustering. CIARP (2014)
Luis Claudio Sugi Afonso, João P. Papa, Aparecido Nilceu Marana, Ahmad Poursaberi, Svetlana N. Yanushkevich, Marina L. Gavrilova
Optimum-Path Forest Classifier for Large Scale Biometric Applications. EST (2012)
Luis Claudio Sugi Afonso, João Paulo Papa, Luciene P. Papa, Aparecido Nilceu Marana, Anderson Rocha
Automatic visual dictionary generation through Optimum-Path Forest clustering. ICIP (2012)
Alex F. Mansano, J. A. Matsuoka, Luis Claudio Sugi Afonso, João P. Papa, Fábio Augusto Faria, Ricardo da Silva Torres
Improving Image Classification through Descriptor Combination. SIBGRAPI (2012)
Luis Claudio Sugi Afonso, João P. Papa, Aparecido Nilceu Marana, Ahmad Poursaberi, Svetlana N. Yanushkevich
A fast large scale iris database classification with Optimum-Path Forest technique: A case study. IJCNN (2012)
Ivan Rizzo Guilherme, Aparecido Nilceu Marana, João Paulo Papa, Giovani Chiachia, Luis Claudio Sugi Afonso, Kazuo Miura, Marcus V. D. Ferreira, Francisco Torres
Petroleum well drilling monitoring through cutting image analysis and artificial intelligence techniques. Eng. Appl. Artif. Intell. 24 (1) (2011)