Vinícius Mourão Alves de Souza

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Gustavo Enrique BatistaAssociate Professor, School of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Diego Furtado SilvaAssistant Professor, University of São PauloVerified email at usp.br
Antonio Rafael Sabino ParmezanPostdoctoral Researcher, Institute of Mathematics and Computer Science, University of São PauloVerified email at usp.br
Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
Abdullah MueenProfessor, Department of Computer Science, University of New MexicoVerified email at cs.unm.edu
Joao GamaProfessor Emeritus, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt
Daniel P W EllisResearch Scientist, GoogleVerified email at google.com
Valeria Delisandra FeltrimProfessora do Departamento de Informática, Universidade Estadual de MaringáVerified email at uem.br
Rafael GiustiInstituto de Computação - Universidade Federal do AmazonasVerified email at icomp.ufam.edu.br
Rafael Geraldeli RossiiFoodVerified email at ifood.com.br
Lucas Tsutsui da SilvaUniversity of New South WalesVerified email at unsw.edu.au
Celso SousaKunumiVerified email at kunumi.com
Tiago Pinho da SilvaUniversidade de São PauloVerified email at usp.br
Indrė ŽliobaitėProfessor, University of HelsinkiVerified email at helsinki.fi
Farhan Asif ChowdhuryResearch Scientist, MetaVerified email at unm.edu
Sheng ZhongPh.D., Computer Science, University of New MexicoVerified email at unm.edu
Solange Oliveira RezendeDepartamento de Ciências de Computação - ICMC-USPVerified email at icmc.usp.br
Md Parvez MollahResearch Scientist, Meta Platforms, IncVerified email at meta.com
M Ashraf SiddiqueeResearch Assistant at University of New MexicoVerified email at unm.edu
Alceu de Souza Britto JrProfessor of Computer Science, Pontifical Catholic University of ParanaVerified email at ppgia.pucpr.br

Vinícius Mourão Alves de Souza

Other namesVinicius M. A. Souza

Associate Professor, Pontifical Catholic University of Parana (PPGIa/PUCPR)

Verified email at ppgia.pucpr.br - Homepage

Data Mining Machine Learning Data Streams Concept Drift Time Series Mining


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CID: an efficient complexity-invariant distance for time series GE Batista, EJ Keogh, OM Tataw, VMA Souza Data Mining and Knowledge Discovery 28 (3), 634-669, 2014	470	2014
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 ARS Parmezan, VMA Souza, GE Batista Information sciences 484, 302-337, 2019	366	2019
Challenges in Benchmarking Stream Learning Algorithms with Real-world Data VMA Souza, DM Reis, AG Maletzke, GE Batista Data Mining and Knowledge Discovery 34, 1805-1858, 2020	169	2020
Time Series Classification Using Compression Distance of Recurrence Plots DF Silva, VMA Souza, GEAPA Batista International Conference on Data Mining (ICDM), 687-696, 2013	138	2013
Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency VMA Souza, DF Silva, J Gama, GEAPA Batista SIAM International Conference on Data Mining (SDM), 873-881, 2015	126	2015
Exploring low cost laser sensors to identify flying insect species DF Silva, VMA Souza, DPW Ellis, EJ Keogh, GEAPA Batista Journal of Intelligent & Robotic Systems 80, 313, 2015	92	2015
Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning VMA Souza, R Giusti, AJL Batista Pervasive and Mobile Computing, 2018	77	2018
Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps DF Silva, VMA Souza, GE Batista, E Keogh, DPW Ellis 12th International Conference on Machine Learning and Applications (ICMLA) 1 …, 2013	71	2013
A Large Comparison of Normalization Methods on Time Series FT Lima, VMA Souza Big Data Research 34, 100407, 2023	67	2023
Extracting Texture Features for Time Series Classification VMA Souza, DF Silva, GEAPA Batista 22nd International Conference on Pattern Recognition (ICPR), 1425-1430, 2014	64	2014
Classification of Evolving Data Streams with Infinitely Delayed Labels VMA Souza, DF Silva, GEAPA Batista, J Gama 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015	60	2015
Asphalt pavement classification using smartphone accelerometer and Complexity Invariant Distance VMA Souza Engineering Applications of Artificial Intelligence 74, 198 - 211, 2018	59	2018
Classification of Data Streams Applied to Insect Recognition: Initial Results VMA Souza, DF Silva, GE Batista 2013 Brazilian Conference on Intelligent Systems (BRACIS), 76-81, 2013	49*	2013
Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies DF Silva, VMA Souza, GEAPA Batista, R Giusti 13th Ibero-American Conference on Artificial Inteligence, 241-250, 2012	35	2012
Music Shapelets for Fast Cover Song Recognition DF Silva, VMA Souza, GEAPA Batista International Society for Music Information Retrieval Conference (ISMIR …, 2015	31	2015
Automatic classification of drum sounds with indefinite pitch VMA Souza, GEAPA Batista, NE Souza-Filho International Joint Conference on Neural Networks (IJCNN), 1-8, 2015	28	2015
Changes in the wing-beat frequency of bees and wasps depending on environmental conditions: a study with optical sensors ARS Parmezan, VMA Souza, I Zliobaite, GEAPA Batista Apidologie 52, 731–748, 2021	24	2021
Image processing in mobile devices to classify pressure injuries CM Tibes, EA Cherman, VMA Souza, YDM Évora, SH Zem-Mascarenhas Journal of Nursing UFPE on line 10 (11), 3840-3847, 2016	21*	2016
Effective Insect Recognition Using a Stacked Autoencoder with Maximum Correntropy Criterion Y Qi, GT Cinar, VMA Souza, GEAPA Batista, Y Wang, JC Principe International Joint Conference on Neural Networks (IJCNN), 2015	20	2015
Towards Hierarchical Classification of Data Streams⋆ ARS Parmezan, VMA Souza, GE Batista 23rd Iberoamerican Congress on Pattern Recognition (CIARP), 314-322, 2018	19	2018

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