José Augusto Baranauskas - researchr alias

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Viewing Publication 1 - 16 from 16

2022

Feature Ranking from Random Forest Through Complex Network's Centrality Measures - A Robust Ranking Method Without Using Out-of-Bag ExamplesAdriano Henrique Cantão, Alessandra Alaniz Macedo, Liang Zhao 0001, José Augusto Baranauskas. adbis 2022: 330-343 [doi]

Decision Tree Induction Through Meta-learningCaique Augusto Ferreira, Adriano Henrique Cantão, José Augusto Baranauskas. ifip12 2022: 101-111 [doi]

2021

Use of Fitness Sharing in the Local Rule-Based Explanations MethodDaniel A. Santos, José Augusto Baranauskas, Renato Tinós. lacci 2021: 1-6 [doi]

2020

Prediction of mortality in Intensive Care Units: a multivariate feature selectionFlávio Monteiro, Fernando Meloni, José Augusto Baranauskas, Alessandra Alaniz Macedo. jbi, 107:103456, 2020. [doi]

2018

A tree-based algorithm for attribute selectionJosé Augusto Baranauskas, Oscar Picchi Netto, Sérgio Ricardo Nozawa, Alessandra Alaniz Macedo. apin, 48(4):821-833, 2018. [doi]

The Evolution of a Healthcare Software Framework: Reuse, Evaluation and Lessons LearnedAlessandra A. Macedo, José Augusto Baranauskas, Renato Bulcão Neto. FedCSIS 2018: 1043-1051 [doi]

2016

A Health Surveillance Software Framework to deliver information on preventive healthcare strategiesAlessandra Alaniz Macedo, Juliana Tarossi Pollettini, José Augusto Baranauskas, Julia Carmona Almeida Chaves. jbi, 62:159-170, 2016. [doi]

Windowing improvements towards more comprehensible modelsPedro Santoro Perez, Sérgio Ricardo Nozawa, Alessandra Alaniz Macedo, José Augusto Baranauskas. kbs, 92:9-22, 2016. [doi]

2015

The number of classes as a source for instability of decision tree algorithms in high dimensional datasetsJosé Augusto Baranauskas. air, 43(2):301-310, 2015. [doi]

A multi-label approach using binary relevance and decision trees applied to functional genomicsErica Akemi Tanaka, Sérgio Ricardo Nozawa, Alessandra Alaniz Macedo, José Augusto Baranauskas. jbi, 54:85-95, 2015. [doi]

2012

2003

Combining symbolic classifiers from multiple inducersJosé Augusto Baranauskas, Maria Carolina Monard. kbs, 16(3):129-136, 2003. [doi]

2001

Extração automática de conhecimento por múltiplos indutoresJosé Augusto Baranauskas. PhD thesis, University of São Paulo, Brazil, 2001. [doi]

2000

An Environment for Rule Extraction and Evaluation from DatabasesJosé Augusto Baranauskas, Maria Carolina Monard. sbia 2000: 187-196

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