Diego Furtado Silva
Diego Furtado Silva
Assistant Professor, Departamento de Computação - Universidade Federal de São Carlos
Adresse e-mail validée de dc.ufscar.br - Page d'accueil
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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
2852016
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
1452015
Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation
DF Silva, GEAPA Batista
SIAM International Conference on Data Mining (SDM), 2016
1132016
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
842013
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
772015
How k-nearest neighbor parameters affect its performance
G Batista, DF Silva
Argentine symposium on artificial intelligence, 1-12, 2009
722009
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
642018
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
552015
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
532016
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
462018
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
402018
Extracting texture features for time series classification
VMA Souza, DF Silva, GE Batista
2014 22nd International Conference on Pattern Recognition, 1425-1430, 2014
402014
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
392013
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
342013
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
282015
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
282012
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
262016
Judicious Setting of Dynamic Time Warping’s Window Width Allows More Accurate Classification of Time Series
HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, E Keogh
IEEE International Conference on Big Data, 2017
192017
Music Shapelets for Fast Cover Song Recognition.
DF Silva, VMA de Souza, GE Batista
ISMIR, 441-447, 2015
192015
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
172012
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