Renato Vimieiro

Research areas:
- Mineração de Dados
- Bioinformática
- Análise Formal de Conceitos
Doutor, The University of Newcastle Australia, NEWCASTLE, Austrália, 2012
Phone: 5858
rvimieiro@dcc.ufmg.br



Information extracted from Lattes platform
Last update: 2023/08/30ORCID: https://orcid.org/0000-0002-7911-2456
Current projects
Current applied research projects
Recent publications
Articles in journals
Political polarization on Twitter during the COVID-19 pandemic: a case study in Brazil2022. 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.

2014. Information Systems (Oxford).

2014. Information Sciences.

2012. Expert Systems with Applications.
Papers in conferences
A multi-view extractive text summarization approach for long scientific articles2022. 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).

2007. III Workshop em Algoritmos e Aplicações de Mineração de Dados.

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 Therapies2013. 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.
See all publications in Lattes
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)