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Vinícius Mourão Alves de Souza

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Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Currently is an Associate Professor with the Graduate Program in Informatics (PPGIa) of the Pontifical Catholic University of Parana (PUCPR), Brazil. Earlier, he was a Postdoctoral Research Fellow at the University of New Mexico, USA. He is Ph.D. in Computer Science and Computational Mathematics (2016) at the University of Sao Paulo, Brazil. Dr. Souza has authored over 40 articles in peer-reviewed conferences and journals, including Data Mining and Knowledge Discovery, Information Sciences, Engineering Applications of Artificial Intelligence, IEEE-ICDM, IEEE-BigData, and SIAM-SDM. His research interests include data mining, evolving data streams, and time series mining in applications involving smart sensors, public health, entomology, and agriculture. (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (7)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Data from Web of Science

SABINO PARMEZAN, ANTONIO RAFAEL; SOUZA, VINICIUS M. A.; BATISTA, GUSTAVO E. A. P. A.. Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model. INFORMATION SCIENCES, v. 484, p. 302-337, . Web of Science Citations: 2. (13/10978-8, 18/05859-3, 16/04986-6)

SILVA, DIEGO F.; SOUZA, VINICIUS M. A.; ELLIS, DANIEL P. W.; KEOGH, EAMONN J.; BATISTA, GUSTAVO E. A. P. A.. Exploring Low Cost Laser Sensors to Identify Flying Insect Species Evaluation of Machine Learning and Signal Processing Methods. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, v. 80, n. 1, SI, p. S313-S330, . Web of Science Citations: 16. (13/26151-5, 11/17698-5, 12/50714-7)

SILVA, DIEGO FURTADO; ALVES DE SOUZA, VINICIUS MOURAO; PRADO ALVES BATISTA, GUSTAVO ENRIQUE DE ALMEIDA. A comparative study between MFCC and LSF coefficients in automatic recognition of isolated digits pronounced in Portuguese and English. ACTA SCIENTIARUM-TECHNOLOGY, v. 35, n. 4, p. 621-628, . Web of Science Citations: 2. (12/07295-3, 11/17698-5, 12/50714-7, 11/04054-2)

SOUZA, VINICIUS M. A.. Asphalt pavement classification using smartphone accelerometer and Complexity Invariant Distance. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 74, p. 198-211, . Web of Science Citations: 2. (16/07767-3)

SOUZA, VINICIUS M. A.; ROSSI, RAFAEL G.; BATISTA, GUSTAVO E. A. P. A.; REZENDE, SOLANGE O.. Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. Intelligent Data Analysis, v. 21, n. 5, p. 1061+, . Web of Science Citations: 0. (14/08996-0, 11/12823-6, 11/17698-5)

SOUZA, VINICIUS M. A.; GIUSTI, RAFAEL; BATISTA, ANTONIO J. L.. Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning. PERVASIVE AND MOBILE COMPUTING, v. 51, p. 121-137, . Web of Science Citations: 2. (16/07767-3)

SOUZA, VINICIUS M. A.; DOS REIS, DENIS M.; MALETZKE, ANDRE G.; BATISTA, GUSTAVO E. A. P. A.. Challenges in benchmarking stream learning algorithms with real-world data. DATA MINING AND KNOWLEDGE DISCOVERY, . Web of Science Citations: 0. (16/04986-6, 17/22896-7, 18/05859-3)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

SOUZA, Vinícius Mourão Alves de. Classificação de fluxo de dados não estacionários com aplicação em sensores identificadores de insetos. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (11/17698-5

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