Vinícius Mourão Alves De Souza|Vinicius M. A. Souza

Vinícius Mourão Alves De Souza|Vinicius M. A. Souza

Pontificia Universidade Católica do Paraná PUCPR - Curitiba / Brazil
Engineering & Technology / Computer Science
AD Scientific Index ID: 850067
Pontifical Catholic University of Paraná PUCPR
person_outline Vinícius Mourão Alves De Souza|Vinicius M. A. Souza's MOST POPULAR ARTICLES
1-) CID: an efficient complexity-invariant distance for time seriesGE Batista, EJ Keogh, OM Tataw, VMA SouzaData Mining and Knowledge Discovery 28 (3), 634-669, 20143302014
2-) 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 modelARS Parmezan, VMA Souza, GE BatistaInformation sciences 484, 302-337, 20191532019
3-) Challenges in Benchmarking Stream Learning Algorithms with Real-world DataVMA Souza, DM Reis, AG Maletzke, GE BatistaData Mining and Knowledge Discovery 34, 1805-1858, 20201262020
4-) Time Series Classification Using Compression Distance of Recurrence PlotsDF Silva, VMA Souza, GEAPA BatistaInternational Conference on Data Mining (ICDM), 687-696, 20131302013
5-) Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification LatencyVMA Souza, DF Silva, J Gama, GEAPA BatistaSIAM International Conference on Data Mining (SDM), 873-881, 20151252015