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Gustavo Enrique de Almeida Prado Alves Batista
Gustavo Enrique de Almeida Prado Alves Batista
Andere namenGustavo Batista, Gustavo Enrique Batista, Gustavo E.A.P.A. Batista
Associate Professor, School of Computer Science and Engineering, University of New South Wales
Geverifieerd e-mailadres voor cse.unsw.edu.au
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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
38242004
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
11772012
An analysis of four missing data treatment methods for supervised learning
GE Batista, MC Monard
Applied Artificial Intelligence 17 (5-6), 519-533, 2003
10312003
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
9462015
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
4572004
A Study of K-Nearest Neighbour as an Imputation Method
GE Batista, MC Monard
HIS 87 (251-260), 48, 2002
4522002
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
4132011
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
3742003
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
3542014
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
2802013
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
1972019
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
1892015
Hexagon-ML: the UCR time series classification archive, October 2018
HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
176*2018
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
1502016
Curvas ROC para avaliação de classificadores
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
142*2008
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
1402014
Pré-processamento de dados em aprendizado de máquinas supervisionado.
GE BATISTA
Tese (Doutorado)-Instituto de Ciências Matemáticas e de Computação …, 2003
137*2003
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
1352016
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
1292013
Influence of graph construction on semi-supervised learning
CAR de Sousa, SO Rezende, GE Batista
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
1242013
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Artikelen 1–20