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A feature-oriented sentiment rating for mobile app reviews
W Luiz, F Viegas, R Alencar, F Mourão, T Salles, D Carvalho, ...
Proceedings of the 2018 World Wide Web Conference, 1909-1918, 2018
422018
CluWords: exploiting semantic word clustering representation for enhanced topic modeling
F Viegas, S Canuto, C Gomes, W Luiz, T Rosa, S Ribas, L Rocha, ...
Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019
402019
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study
W Cunha, V Mangaravite, C Gomes, S Canuto, E Resende, C Nascimento, ...
Information Processing & Management 58 (3), 102481, 2021
262021
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling
W Cunha, S Canuto, F Viegas, T Salles, C Gomes, V Mangaravite, ...
Information Processing & Management 57 (4), 102263, 2020
242020
CluHTM-semantic hierarchical topic modeling based on CluWords
F Viegas, W Cunha, C Gomes, A Pereira, L Rocha, M Goncalves
Proceedings of the 58th annual meeting of the association for computational …, 2020
162020
Semantically-enhanced topic modeling
F Viegas, W Luiz, C Gomes, A Khatibi, S Canuto, F Mourão, T Salles, ...
Proceedings of the 27th ACM international conference on information and …, 2018
132018
Please please me: does the presence of test cases influence mobile app users' satisfaction?
VHS Durelli, RS Durelli, AT Endo, E Cirilo, W Luiz, L Rocha
Proceedings of the XXXII Brazilian Symposium on Software Engineering, 132-141, 2018
82018
PCV50 Automatic Classification of Electronic Health Records for a Value-Based Program through Machine Learning
B Zanotto, AP Etges, A Dal Bosco, EG Cortes, R Ruschel, SO Martins, ...
Value in Health 24, S76, 2021
22021
" Keep it Simple, Lazy"--MetaLazy: A New MetaStrategy for Lazy Text Classification
LF Mendes, M Gonçalves, W Cunha, L Rocha, T Couto-Rosa, W Martins
Proceedings of the 29th ACM International Conference on Information …, 2020
12020
Evaluating Topic Modeling Pre-processing Pipelines for Portuguese Texts
APDS Júnior, P Cecilio, F Viegas, W Cunha, ETD Albergaria, ...
Brazilian Symposium on Multimedia and Web, 191-201, 2022
2022
Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers
BS Zanotto, APB da Silva Etges, A Dal Bosco, EG Cortes, R Ruschel, ...
JMIR medical informatics 9 (11), e29120, 2021
2021
Extended pre-processing pipeline for text classification: on the role of meta-features, sparsification and selective sampling
WLM da Cunha
Universidade Federal de Minas Gerais, 2019
2019
CluWords: Explorando Clusters Semânticos entre Palavras para Aprimorar Modelagem de Tópicos
CRF Gomes, FAR Viegas, WLM da Cunha, LCD da Rocha
Revista Eletrônica de Iniciação Científica em Computação 17 (2), 2019
2019
PANORAMA DA PESQUISA EM TECNOLOGIAS DE INFORMAÇÃO E COMUNICAÇÃO NA EDUCAÇÃO A DISTÂNCIA
E Tuler, L Rocha, W Luiz
TICs & EaD em Foco 3 (2), 2017
2017
PESQUISA DE DEMANDA DE CURSOS NA MODALIDADE EaD–MINAS GERAIS
E Albergaria, ME Bergo, C Reis, W Luiz, S Dau
Sumarização Semântica de Avaliações de Aplicativos
W Luiz, F Viegas, L Rocha
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