Flávia Bernardini

A survey on the use of machine learning methods in context-aware middlewares for human activity recognition

Leandro Miranda, José Viterbo, Flávia Bernardini · Artificial Intelligence Review · 2021 · 37 citations

Context-aware Middlewares, Image Analysis, Machine Learning +15

Towards defining data interpretability in open data portals: Challenges and research opportunities

Raissa Barcellos, Flávia Bernardini, José Viterbo · Information Systems · 2021 · 35 citations

Data Interpretability, Open Data Portals, Engineering +13

Identifying cybersickness causes in virtual reality games using symbolic machine learning algorithms

Thiago Porcino, Érick Oliveira Rodrigues, Flávia Bernardini et al. · Entertainment Computing · 2021 · 31 citations

Artificial Intelligence, Cognitive Science, Virtual Reality Games +13

A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware

Eduardo de O. Andrade, José Viterbo, Cristina Nader Vasconcelos et al. · Procedia Computer Science · 2019 · 30 citations · Full text

New Large Dataset, Different Types, Machine Learning +14

Mining direct acyclic graphs to find frequent substructures — An experimental analysis on educational data

Jefferson Costa, Flávia Bernardini, Danilo Artigas et al. · Information Sciences · 2019 · 24 citations

Engineering, Graph Theory, Data Science +12