Sérgio Canuto - Publications, H-index & Citations

Sérgio Canuto

Universidade Federal de Minas Gerais

15H指数

42论文数

626被引数

收录论文 8

发表时间

Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers 来自电子病历的中风结果测量: 神经和非神经分类器有效性的横断面研究

JMIR MEDICAL INFORMATICS

IF3.8

2021-11-01

OAAI

Zanotto, Bruna Stella; Beck da Silva Etges, Ana Paula; dal Bosco, Avner; Cortes, Eduardo Gabriel; Ruschel, Renata; De Souza, Ana Claudia; Andrade, Claudio M., V; Viegas, Felipe; Canuto, Sergio; Luiz, Washington; Martins, Sheila Ouriques; Vieira, Renata; Polanczyk, Carisi; Goncalves, Marcos Andre

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2021-05-01

PREAI

Cunha, Washington; Mangaravite, Vitor; Gomes, Christian; Canuto, Sergio; Resende, Elaine; Nascimento, Cecilia; Viegas, Felipe; Franca, Celso; Martins, Wellington Santos; Almeida, Jussara M.; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre

Exploiting semantic relationships for unsupervised expansion of sentiment lexicons 利用语义关系进行情感词典的无监督扩展

enterprise information systems

IF3.4

2020-12-01

PREAI

Viegas, Felipe; Alvim, Mario S.; Canuto, Sergio; Rosa, Thierson; Goncalves, Marcos Andre; Rocha, Leonardo

Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2020-07-01

PREAI

Cunha, Washington; Canuto, Sergio; Viegas, Felipe; Salles, Thiago; Gomes, Christian; Mangaravite, Vitor; Resende, Elaine; Rosa, Thierson; Goncalves, Marcos Andre; Rocha, Leonardo

Quality assessment of collaboratively-created web content with no manual intervention based on soft multi-view generation

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-10-01

PREAI

Goncalves Magalhaes, Luiz Felipe; Goncalves, Marcos Andre; Canuto, Sergio Daniel; Dalip, Daniel H.; Cristo, Marco; Calado, Pavel

Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2019-02-14

PREAI

Sousa, Daniel Xavier; Canuto, Sergio; Goncalves, Marcos Andre; Rosa, Thierson Couto; Martins, Wellington Santos

A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2018-12-01

PREAI

Canuto, Sergio; Sousa, Daniel Xavier; Goncalves, Marcos Andre; Rosa, Thierson Couto

A Practical and Effective Sampling Selection Strategy for Large Scale Deduplication

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2015-09-01

PREAI

Dal Bianco, Guilherme; Galante, Renata; Goncalves, Marcos Andre; Canuto, Sergio; Heuser, Carlos A.

研究方向