Gustavo Enrique de Almeida Prado Alves Batista
Gustavo Enrique de Almeida Prado Alves Batista
Associate Professor, School of Computer Science and Engineering, University of New South Wales
Adresse e-mail validée de cse.unsw.edu.au
Titre
Citée par
Citée par
Année
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
27332004
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
8902012
An analysis of four missing data treatment methods for supervised learning
GE Batista, MC Monard
Applied Artificial Intelligence 17 (5-6), 519-533, 2003
8292003
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
7902015
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
3622004
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
3402011
A Study of K-Nearest Neighbour as an Imputation Method
GE Batista, MC Monard
HIS 87 (251-260), 48, 2002
3102002
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
2512014
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
2122013
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
1722003
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 (1), 247-270, 2015
1442015
Curvas ROC para avaliação de classificadores
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
120*2008
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
1122016
Pré-processamento de dados em aprendizado de máquinas supervisionado.
GE BATISTA
Tese (Doutorado)-Instituto de Ciências Matemáticas e de Computação …, 2003
112*2003
Learning with Skewed Class Distributions
MC Monard, GE Batista
Advances in Logic, Artificial Intelligence, and Robotics: LAPTEC 2002 85, 173, 2002
1072002
Applying one-sided selection to unbalanced datasets
G Batista, A Carvalho, M Monard
MICAI 2000: Advances in Artificial Intelligence, 315-325, 2000
1062000
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
1052013
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
1032014
A survey on graphical methods for classification predictive performance evaluation
R Prati, G Batista, M Monard
Knowledge and Data Engineering, IEEE Transactions on, 1-1, 2010
1002010
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
982018
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20