José Augusto Baranauskas

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Maria-Carolina MonardUniversidade de São Paulo - ICMCVerified email at icmc.usp.br
Alessandra Alaniz MacedoProfessor of Computer Science, University of São PauloVerified email at usp.br
Ronaldo C. PratiAssociate Professor of Computer Science, Universidade Federal do ABCVerified email at ufabc.edu.br
Renato TinósProfessor of Computer Science, University of São PauloVerified email at ffclrp.usp.br
Oscar Picchi NettoUniversidade de São PauloVerified email at usp.br
Gustavo Enrique BatistaAssociate Professor, School of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Felipe LiraInstitut de Recherche en Horticulture et Semences - IRHSVerified email at inra.fr
Huei Diana LeeWest Paraná State UniversityVerified email at unioeste.br
Domingos AlvesDepartamento de Medicina Social, FMRP -USPVerified email at fmrp.usp.br
Maria Izabela Ruz CafféEstudante de Graduação em Informática Biomédica, Universidade de São Paulo - Ribeirão PretoVerified email at aluno.ffclrp.usp.br
Gerson A Pereira JúniorProfessor de Cirurgia de Urgência e Trauma, Curso de Medicina de Bauru/SP - Universidade de SãoVerified email at usp.br
Afonso Dinis Costa PassosProfessor de Medicina Preventiva/epidemiologia, Faculdade de Medicina de Ribeirão Preto - Universidade de São PauloVerified email at fmrp.usp.br
Maria da Graça Campos PimentelUniversidade de São PauloVerified email at icmc.usp.br
Norberto Garcia-CairascoFull Professor of Physiology - NeurophysiologyVerified email at fmrp.usp.br
Solange Oliveira RezendeDepartamento de Ciências de Computação - ICMC-USPVerified email at icmc.usp.br
Juliana Tarossi PollettiniDiretora de Pesquisa e Desenvolvimento, Kidopi - Soluções em informática médica

José Augusto Baranauskas

Professor, Universidade de São Paulo (University of Sao Paulo)

Verified email at usp.br - Homepage

Inteligência Artificial Aprendizado de Máquina Mineração de Dados e Textos Extração de Conhecimento (Artificial Intell


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How many trees in a random forest? TM Oshiro, PS Perez, JA Baranauskas Machine Learning and Data Mining in Pattern Recognition: 8th International …, 2012	1268	2012
Conceitos sobre Aprendizado de Maquina MC Monard, JA Baranauskas Sistemas Inteligentes-Fundamentos e Aplicações, 89-114, 2003	367	2003
SigrafW: An easy‐to‐use program for fitting enzyme kinetic data FA Leone, JA Baranauskas, RPM Furriel, IA Borin Biochemistry and Molecular Biology Education 33 (6), 399-403, 2005	127	2005
Inducao de Regras e Arvores de Decisao MC Monard, JA Baranauskas	90	2003
Reviewing some machine learning concepts and methods JA Baranauskas, MC Monard	61	2000
Using machine learning classifiers to assist healthcare-related decisions: classification of electronic patient records JT Pollettini, SRG Panico, JC Daneluzzi, R Tinós, JA Baranauskas, ... Journal of medical systems 36, 3861-3874, 2012	49	2012
A multi-label approach using binary relevance and decision trees applied to functional genomics EA Tanaka, SR Nozawa, AA Macedo, JA Baranauskas Journal of biomedical informatics 54, 85-95, 2015	45	2015
Prediction of antimicrobial activity of synthetic peptides by a decision tree model F Lira, PS Perez, JA Baranauskas, SR Nozawa Applied and environmental microbiology 79 (10), 3156-3159, 2013	39	2013
Extração automática de conhecimento por múltiplos indutores. JA Baranauskas Biblioteca Digital de Teses e Dissertações da USP, 2001	39	2001
SIGRAF: A versatile computer program for fitting enzyme kinetic data FA Leone, L Degreve, JA Baranauskas Biochemical Education 20 (2), 94-96, 1992	38	1992
Sistemas Inteligentes: Fundamentos e Aplicaçoes ., Chapter Conceitos sobre Aprendizado de Máquina MC Monard, JA Baranauskas Rezende (2003) 15, 89-114, 2003	37	2003
Uma proposta de unificaçao da linguagem de representaçao de conceitos de algoritmos de aprendizado de máquina simbólicos RC Prati, JA Baranauskas, MC Monard	36	2001
Extraçao de informaçoes padronizadas para a avaliaçao de regras induzidas por algoritmos de aprendizado de máquina simbólico RC Prati, JA Baranauskas, MC Monard	34	2001
ENZYPLOT: A microcomputer assisted program for teaching enzyme kinetics FA Leone, JA Baranauskas, P Ciancaglini Biochemical Education 23 (1), 35-37, 1995	28	1995
Aplicações de inteligência artificial: uma visão geral MC Monard, JA Baranauskas Anais, 2000	27	2000
Combining symbolic classifiers from multiple inducers JA Baranauskas, MC Monard Knowledge-Based Systems 16 (3), 129-136, 2003	23	2003
Padronizacao da Sintaxe e Informacoes sobre Regras Induzidas a Partir de Algoritmos de Aprendizado de Maquina Simbolico RC Prati, JA Baranauskas, MC Monard	21	2002
Applying decision trees to gene expression data from dna microarrays: A leukemia case study OP Netto, SR Nozawa, RAR Mitrowsky, AA Macedo, JA Baranauskas, ... XXX congress of the Brazilian computer society, X workshop on medical …, 2010	20	2010
A tree-based algorithm for attribute selection JA Baranauskas, OP Netto, SR Nozawa, AA Macedo Applied Intelligence 48, 821-833, 2018	19	2018
Prediction of mortality in Intensive Care Units: a multivariate feature selection F Monteiro, F Meloni, JA Baranauskas, AA Macedo Journal of Biomedical Informatics 107, 103456, 2020	15	2020

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