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Information extracted from Lattes platform

Last update: 2023/08/30

ORCID: https://orcid.org/0000-0002-7911-2456

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Current projects

Current applied research projects

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Recent publications

Articles in journals

Political polarization on Twitter during the COVID-19 pandemic: a case study in Brazil
2022. SOCIAL NETWORK ANALYSIS AND MINING.
A new evolutionary algorithm for mining top- k discriminative patterns in high dimensional data
2017. APPLIED SOFT COMPUTING.
Iteratively refining breast cancer intrinsic subtypes in the METABRIC dataset
2016. Biodata Mining.
The Discovery of Novel Biomarkers Improves Breast Cancer Intrinsic Subtype Prediction and Reconciles the Labels in the METABRIC Data Set
2015. Plos One.
A new method for mining disjunctive emerging patterns in high-dimensional datasets using hypergraphs
2014. Information Systems (Oxford).
Disclosed: An efficient depth-first, top-down algorithm for mining disjunctive closed itemsets in high-dimensional data
2014. Information Sciences.
Mining disjunctive minimal generators with TitanicOR
2012. Expert Systems with Applications.

Papers in conferences

A multi-view extractive text summarization approach for long scientific articles
2022. 2022 International Joint Conference on Neural Networks (IJCNN).
Approaching authorship attribution as a multi-view supervised learning task
2021. 2021 International Joint Conference on Neural Networks (IJCNN).
A Long Texts Summarization Approach to Scientific Articles
2021. SIMPÓSIO BRASILEIRO DE TECNOLOGIA DA INFORMAÇÃO E DA LINGUAGEM HUMANA (STIL).
Clinical risk factors of ICU & fatal COVID-19 cases in Brazil
2020. Symposium on Knowledge Discovery, Mining and Learning.
A Characterization of Portuguese Tweets Regarding the Covid-19 Pandemic
2020. Symposium on Knowledge Discovery, Mining and Learning.
Exceptional Survival Model Mining
2020. 2020 Brazilian Conference on Intelligent Systems (BRACIS).
A Multiview Clustering Approach for Mining Authorial Affinities in Literary Texts
2019. 2019 8th Brazilian Conference on Intelligent Systems (BRACIS).
A Multivariate Method for Group Profiling Using Subgroup Discovery
2019. 2019 8th Brazilian Conference on Intelligent Systems (BRACIS).
Uma análise de algoritmos para extração de regras de associação usando Análise Formal de Conceitos
2007. III Workshop em Algoritmos e Aplicações de Mineração de Dados.
Rule Extraction from Trained Neural Networks via Formal Concept Analysis
2004. 8th IASTED Conference on Artificial Intelligence and Soft Computing.

Extended abstracts in conferences

Abstracts in conferences

Breast Cancer Subtypes Individuation Driving Novel Drug Targets For Tailored Therapies
2013. Translational Cancer Research Conference.
Manual and automatic media frame analysis: a mixed-method proposal for analyzing large corpora
2012. RC33 Eighth International Conference on Social Science Methodology.

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Current students

MS

Ramon Griffo Costa. Métodos de aprendizado de máquina para análise de sobrevivência. Início: 2023. Universidade Federal de Minas Gerais (Orientador principal)
Paulo Henrique de Souza Coelho. Classificação de doenças cardíacas usando grafos. Início: 2022. Universidade Federal de Minas Gerais (Orientador principal)
Samir Tuffi Saliba Junior. Explicação de modelos de classificação baseados em grafos para doenças cardíacas. Início: 2022. Universidade Federal de Minas Gerais (Orientador principal)
Daniel de Moura e Almeida. A definir. Início: 2021. Universidade Federal de Minas Gerais (Orientador principal)
Leonardo Santos Miranda. A definir. Início: 2020. Universidade Federal de Minas Gerais (Orientador principal)

PhD

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