Gustavo Enrique Batista

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Maria-Carolina MonardUniversidade de São Paulo - ICMCDirección de correo verificada de icmc.usp.br
Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideDirección de correo verificada de cs.ucr.edu
Ronaldo C. PratiAssociate Professor of Computer Science, Universidade Federal do ABCDirección de correo verificada de ufabc.edu.br
Diego Furtado SilvaAssistant Professor, University of São PauloDirección de correo verificada de usp.br
Vinícius Mourão Alves de SouzaAssociate Professor, Pontifical Catholic University of Parana (PPGIa/PUCPR)Dirección de correo verificada de ppgia.pucpr.br
André Gustavo MaletzkeAssistant Professor / UNIOESTEDirección de correo verificada de unioeste.br
Abdullah MueenProfessor, Department of Computer Science, University of New MexicoDirección de correo verificada de cs.unm.edu
Antonio Rafael Sabino ParmezanPostdoctoral Researcher, Institute of Mathematics and Computer Science, University of São PauloDirección de correo verificada de usp.br
Yanping ChenUniversity of California, RiversideDirección de correo verificada de ucr.edu
Thanawin RakthanmanonDept. of Computer Engineering, Kasetsart University, ThailandDirección de correo verificada de ku.ac.th
Chin-Chia Michael YehVisa ResearchDirección de correo verificada de visa.com
André Carlos Ponce de Leon Ferreira...Artificial Intelligence Professor, University of São PauloDirección de correo verificada de icmc.usp.br
Nurjahan BegumUniversity of California, RiversideDirección de correo verificada de cs.ucr.edu
Qiang ZhuIntuitDirección de correo verificada de cs.ucr.edu
Celso SousaKunumiDirección de correo verificada de kunumi.com
Rafael GiustiInstituto de Computação - Universidade Federal do AmazonasDirección de correo verificada de icomp.ufam.edu.br
Agenor Mafra-NetoISCA GlobalDirección de correo verificada de isca.com
Tony BagnallProfessor of Computer Science, University of SouthamptonDirección de correo verificada de uea.ac.uk
Yan ZhuPhD Candidate in Computer Science, University of California, RiversideDirección de correo verificada de ucr.edu
Bing HuFacebookDirección de correo verificada de ucr.edu

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Gustavo Enrique Batista

Otros nombresGustavo Batista, Gustavo Enrique de Almeida Prado Alves Batista, Gustavo E.A.P.A. Batista

Associate Professor, School of Computer Science and Engineering, University of New South Wales

Dirección de correo verificada de cse.unsw.edu.au - Página principal

Machine Learning Data Mining Quantification Time Series Data Streams


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
A study of the behavior of several methods for balancing machine learning training data GE Batista, RC Prati, MC Monard ACM SIGKDD Explorations Newsletter 6 (1), 20-29, 2004	4949	2004
Searching and mining trillions of time series subsequences under dynamic time warping T Rakthanmanon, B Campana, A Mueen, G Batista, B Westover, Q Zhu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	1385	2012
An analysis of four missing data treatment methods for supervised learning GE Batista, MC Monard Applied Artificial Intelligence 17 (5-6), 519-533, 2003	1195	2003
The ucr time series classification archive Y Chen, E Keogh, B Hu, N Begum, A Bagnall, A Queen, G Batista http://www.cs.ucr.edu/~eamonn/time_series_data/, 2015	1080	2015
A Study of K-Nearest Neighbour as an Imputation Method GE Batista, MC Monard HIS 87 (251-260), 48, 2002	601	2002
Balancing training data for automated annotation of keywords: a case study G Batista, AL Bazan, MC Monard Proceedings of the Second Brazilian Workshop on Bioinformatics, 35-43, 2003	547	2003
Class imbalances versus class overlapping: an analysis of a learning system behavior R Prati, G Batista, M Monard MICAI 2004: Advances in Artificial Intelligence, 312-321, 2004	495	2004
A Complexity-Invariant Distance Measure for Time Series G Batista, X Wang, E Keogh SDM-2011: Proceedings of SIAM International Conference on Data Mining, 2011	466	2011
CID: an efficient complexity-invariant distance for time series GE Batista, EJ Keogh, OM Tataw, VMA De Souza Data Mining and Knowledge Discovery 28 (3), 634-669, 2014	455	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	354	2019
Addressing big data time series: Mining trillions of time series subsequences under dynamic time warping T Rakthanmanon, B Campana, A Mueen, G Batista, B Westover, Q Zhu, ... ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (3), 1-31, 2013	337	2013
The UCR time series classification archive HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ... URL https://www. cs. ucr. edu/~ eamonn/time_series_data_2018, 2018	304	2018
Hexagon-ML: the UCR time series classification archive, October 2018 HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...	265*	2018
Class imbalance revisited: a new experimental setup to assess the performance of treatment methods RC Prati, GE Batista, DF Silva Knowledge and Information Systems 45, 247-270, 2015	227	2015
Fast unsupervised online drift detection using incremental kolmogorov-smirnov test DM dos Reis, P Flach, S Matwin, G Batista Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	208	2016
Flying insect classification with inexpensive sensors Y Chen, A Why, G Batista, A Mafra-Neto, E Keogh Journal of insect behavior 27 (5), 657-677, 2014	179	2014
DTW-D: time series semi-supervised learning from a single example Y Chen, B Hu, E Keogh, GE Batista Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	171	2013
Speeding up all-pairwise dynamic time warping matrix calculation DF Silva, GE Batista Proceedings of the 2016 SIAM International Conference on Data Mining, 837-845, 2016	168	2016
Pré-processamento de dados em aprendizado de máquinas supervisionado. GE BATISTA Tese (Doutorado)-Instituto de Ciências Matemáticas e de Computação …, 2003	164*	2003
Curvas ROC para avaliação de classificadores RC Prati, G Batista, MC Monard Revista IEEE América Latina 6 (2), 215-222, 2008	159*	2008

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