Diego Furtado Silva
Diego Furtado Silva
Assistant Professor, Departamento de Computação - Universidade Federal de São Carlos
Verified email at dc.ufscar.br - Homepage
Title
Cited by
Cited by
Year
Matrix profile I: all pairs similarity joins for time series: a unifying view that includes motifs, discords and shapelets
CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, DF Silva, ...
2016 IEEE 16th international conference on data mining (ICDM), 1317-1322, 2016
1962016
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
1182015
Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation
DF Silva, GEAPA Batista
SIAM International Conference on Data Mining (SDM), 2016
852016
Time Series Classification Using Compression Distance of Recurrence Plots
DF Silva, VMA Souza, GEAPA Batista
IEEE 13th International Conference on Data Mining, 687-696, 2013
752013
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
622015
How k-nearest neighbor parameters affect its performance
G Batista, DF Silva
Argentine symposium on artificial intelligence, 1-12, 2009
592009
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
452016
Exploring low cost laser sensors to identify flying insect species
DF Silva, VMA Souza, DPW Ellis, EJ Keogh, GE Batista
Journal of Intelligent & Robotic Systems 80 (1), 313-330, 2015
452015
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile
CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, Z Zimmerman, ...
Data Mining and Knowledge Discovery 32 (1), 83-123, 2018
372018
Extracting texture features for time series classification
VMA Souza, DF Silva, GE Batista
2014 22nd International Conference on Pattern Recognition, 1425-1430, 2014
362014
Applying machine learning and audio analysis techniques to insect recognition in intelligent traps
DF Silva, VMA De Souza, GE Batista, E Keogh, DPW Ellis
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
282013
Classification of Data Streams Applied to Insect Recognition: Initial Results
VMA Souza, DF Silva, GE Batista
Brazilian Conference on Intelligent Systems (BRACIS), 76-81, 2013
28*2013
Speeding up similarity search under dynamic time warping by pruning unpromising alignments
DF Silva, R Giusti, E Keogh, GE Batista
Data Mining and Knowledge Discovery 32 (4), 988-1016, 2018
272018
Optimizing dynamic time warping’s window width for time series data mining applications
HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, A Mueen, E Keogh
Data mining and knowledge discovery 32 (4), 1074-1120, 2018
252018
Classification of evolving data streams with infinitely delayed labels
VMA Souza, DF Silva, GE Batista, J Gama
2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015
232015
Prefix and suffix invariant dynamic time warping
DF Silva, GE Batista, E Keogh
2016 IEEE 16th International Conference on Data Mining (ICDM), 1209-1214, 2016
212016
Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies
D Silva, V de Souza, G Batista, R Giusti
Advances in Artificial Intelligence–IBERAMIA 2012, 241-250, 2012
202012
Music Shapelets for Fast Cover Song Recognition.
DF Silva, VMA de Souza, GE Batista
ISMIR, 441-447, 2015
162015
A video compression-based approach to measure music structural similarity
D Silva, H Papadopoulos, GE Batista, DPW Ellis
152013
An experimental design to evaluate class imbalance treatment methods
GEDAP Alves, DF Silva, RC Prati
2012 11th International Conference on Machine Learning and Applications 2 …, 2012
152012
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