Scientific publications
(54)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
VARGAS-MUNOZ, JOHN E.;
CHOWDHURY, ANANDA S.;
ALEXANDRE, EDUARDO B.;
GALVAO, FELIPE L.;
VECHIATTO MIRANDA, PAULO A.;
FALCAO, ALEXANDRE X.
An Iterative Spanning Forest Framework for Superpixel Segmentation.
IEEE Transactions on Image Processing,
v. 28,
n. 7,
p. 3477-3489,
JUL 2019.
Web of Science Citations: 0.
AFONSO, LUIS C. S.;
ROSA, GUSTAVO H.;
PEREIRA, CLAYTON R.;
WEBER, SILKE A. T.;
HOOK, CHRISTIAN;
ALBUQUERQUE, VICTOR HUGO C.;
PAPA, JOAO P.
A recurrence plot-based approach for Parkinson's disease identification.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,
v. 94,
p. 282-292,
MAY 2019.
Web of Science Citations: 4.
FERNANDES, SILAS E. N.;
PEREIRA, DANILLO R.;
RAMOS, CAIO C. O.;
SOUZA, ANDRE N.;
GASTALDELLO, DANILO S.;
PAPA, JOAO P.
A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection.
IEEE TRANSACTIONS ON SMART GRID,
v. 10,
n. 3,
p. 3226-3235,
MAY 2019.
Web of Science Citations: 1.
GUIMARAES, RANIERE ROCHA;
PASSOS JR, LEANDRO A.;
HOLANDA FILHO, RAIMIR;
DE ALBUQUERQUE, VICTOR HUGO C.;
RODRIGUES, JOEL J. P. C.;
KOMAROV, MIKHAIL M.;
PAPA, JOAO PAULO.
Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering.
IEEE NETWORK,
v. 33,
n. 2,
p. 126-131,
MAR-APR 2019.
Web of Science Citations: 2.
MELO DE OLIVEIRA SANTOS, CECILIA LIRA;
CAMARGO LAMPARELLI, RUBENS AUGUSTO;
DANTAS ARAUJO FIGUEIREDO, GLEYCE KELLY;
DUPUY, STEPHANE;
BOURY, JULIE;
DOS SANTOS LUCIANO, ANA CLAUDIA;
TORRES, RICARDO DA SILVA;
LE MAIRE, GUERRIC.
Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region.
REMOTE SENSING,
v. 11,
n. 3
FEB 1 2019.
Web of Science Citations: 3.
MENINI, NATHALIA;
ALMEIDA, ALEXANDRE E.;
LAMPARELLI, RUBENS;
LE MAIRE, GUERRIC;
DOS SANTOS, JEFERSSON A.;
PEDRINI, HELIO;
HIROTA, MARINA;
TORRES, RICARDO DA S.
A Soft Computing Framework for Image Classification Based on Recurrence Plots.
IEEE Geoscience and Remote Sensing Letters,
v. 16,
n. 2,
p. 320-324,
FEB 2019.
Web of Science Citations: 1.
PASSOS, LEANDRO A.;
DE SOUZA, JR., LUIS A.;
MENDEL, ROBERT;
EBIGBO, ALANNA;
PROBST, ANDREAS;
MESSMANN, HELMUT;
PALM, CHRISTOPH;
PAPA, JOAO PAULO.
Barrett's esophagus analysis using infinity Restricted Boltzmann Machines.
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION,
v. 59,
p. 475-485,
FEB 2019.
Web of Science Citations: 0.
REBOUCAS FILHO, PEDRO P.;
DA SILVA BARROS, ANTONIO C.;
RAMALHO, GERALDO L. B.;
PEREIRA, CLAYTON R.;
PAPA, JOAO PAULO;
DE ALBUQUERQUE, VICTOR HUGO C.;
TAVARES, JOAO MANUEL R. S.
Automated recognition of lung diseases in CT images based on the optimum-path forest classifier.
NEURAL COMPUTING & APPLICATIONS,
v. 31,
n. 2,
p. 901-914,
FEB 2019.
Web of Science Citations: 1.
KHOJASTEH, PARHAM;
PASSOS JUNIOR, LEANDRO APARECIDO;
CARVALHO, TIAGO;
REZENDE, EDMAR;
ALIAHMAD, BEHZAD;
PAPA, JOAO PAULO;
KUMAR, DINESH KANT.
Exudate detection in fundus images using deeply-learnable features.
COMPUTERS IN BIOLOGY AND MEDICINE,
v. 104,
p. 62-69,
JAN 2019.
Web of Science Citations: 3.
NOGUEIRA, KEILLER;
FADEL, SAMUEL G.;
DOURADO, ICARO C.;
WERNECK, RAFAEL DE O.;
MUNOZ, V, JAVIER A.;
PENATTI, OTAVIO A. B.;
CALUMBY, RODRIGO T.;
LI, LIN TZY;
DOS SANTOS, JEFERSSON A.;
TORRES, RICARDO DA S.
Exploiting ConvNet Diversity for Flooding Identification.
IEEE Geoscience and Remote Sensing Letters,
v. 15,
n. 9,
p. 1446-1450,
SEP 2018.
Web of Science Citations: 6.
DE SOUZA JR, LUIS A.;
PALM, CHRISTOPH;
MENDEL, ROBERT;
HOOK, CHRISTIAN;
EBIGBO, ALANNA;
PROBST, ANDREAS;
MESSMANN, HELMUT;
WEBER, SILKE;
PAPA, JOAO P.
A survey on Barrett's esophagus analysis using machine learning.
COMPUTERS IN BIOLOGY AND MEDICINE,
v. 96,
p. 203-213,
MAY 1 2018.
Web of Science Citations: 6.
PEREIRA, CLAYTON R.;
PEREIRA, DANILO R.;
ROSA, GUSTAVO H.;
ALBUQUERQUE, VICTOR H. C.;
WEBER, SILKE A. T.;
HOOK, CHRISTIAN;
PAPA, JOAO P.
Handwritten dynamics dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification.
ARTIFICIAL INTELLIGENCE IN MEDICINE,
v. 87,
p. 67-77,
MAY 2018.
Web of Science Citations: 13.
SILVA, FERNANDA B.;
WERNECK, RAFAEL DE O.;
GOLDENSTEIN, SIOME;
TABBONE, SALVATORE;
TORRES, RICARDO DA S.
Graph-based bag-of-words for classification.
PATTERN RECOGNITION,
v. 74,
p. 266-285,
FEB 2018.
Web of Science Citations: 13.
WERNECK, RAFAEL DE OLIVEIRA;
DE ALMEIDA, WALDIR RODRIGUES;
STEIN, BERNARDO VECCHIA;
PAZINATO, DANIEL VATANABE;
MENDES JUNIOR, PEDRO RIBEIRO;
BIZETTO PENATTI, OTAVIO AUGUSTO;
ROCHA, ANDERSON;
TORRES, RICARDO DA SILVA.
Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,
v. 78,
n. 1,
p. 59-76,
JAN 2018.
Web of Science Citations: 1.
DE SOUZA, GUSTAVO BOTELHO;
DA SILVA SANTOS, DANIEL FELIPE;
PIRES, RAFAEL GONCALVES;
MARANA, APARECIDO NILCEU;
PAPA, JOAO PAULO.
Deep Texture Features for Robust Face Spoofing Detection.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS,
v. 64,
n. 12,
p. 1397-1401,
DEC 2017.
Web of Science Citations: 10.