Felipe Viegas

A Genetic Programming approach for feature selection in highly dimensional skewed data

Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves et al. · Neurocomputing · 2017 · 91 citations

Evolutionary Data Mining, Engineering, Data Science +11

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

Washington Cunha, Vítor Mangaravite, Christian Gomes et al. · Information Processing & Management · 2021 · 86 citations

Natural Language Processing, Classification Method, Cognitive Science +14

A Feature-Oriented Sentiment Rating for Mobile App Reviews

Washington Luiz, Felipe Viegas, Rafael Odon de Alencar et al. · 2018 · 72 citations · Full text

Engineering, Entity Summarization, Topic Modeling +21

CluWords

Felipe Viegas, Sérgio Canuto, Christian Gomes et al. · 2019 · 56 citations

Engineering, Topic Modeling, Semantic Web +17

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

Washington Cunha, Sérgio Canuto, Felipe Viegas et al. · Information Processing & Management · 2020 · 55 citations

Natural Language Processing, Classification Method, Engineering +14