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Diego Furtado Silva
Diego Furtado Silva
Assistant Professor, University of São Paulo
E-mail confirmado em usp.br - Página inicial
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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
8392016
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
2262015
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, 83-123, 2018
1692018
Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation
DF Silva, GEAPA Batista
SIAM International Conference on Data Mining (SDM), 2016
1672016
How k-nearest neighbor parameters affect its performance
G Batista, DF Silva
Argentine symposium on artificial intelligence, 1-12, 2009
1442009
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
1342013
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
1252015
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, 988-1016, 2018
1132018
Toxic language detection in social media for Brazilian Portuguese: New dataset and multilingual analysis
JA Leite, DF Silva, K Bontcheva, C Scarton
arXiv preprint arXiv:2010.04543, 2020
1112020
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, 1074-1120, 2018
982018
Exploring Low Cost Laser Sensors to Identify Flying Insect Species: Evaluation of Machine Learning and Signal Processing Methods
DF Silva, VMA Souza, DPW Ellis, EJ Keogh, GE Batista
Journal of Intelligent & Robotic Systems 80, 313-330, 2015
882015
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
692013
Extracting texture features for time series classification
VMA Souza, DF Silva, GE Batista
2014 22nd International Conference on Pattern Recognition, 1425-1430, 2014
642014
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
602016
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
562015
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
53*2013
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
452016
The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code
Y Zhu, S Gharghabi, DF Silva, HA Dau, CCM Yeh, N Shakibay Senobari, ...
Data Mining and Knowledge Discovery 34, 949-979, 2020
432020
Fast similarity matrix profile for music analysis and exploration
DF Silva, CCM Yeh, Y Zhu, GE Batista, E Keogh
IEEE Transactions on Multimedia 21 (1), 29-38, 2018
422018
Classifying and counting with recurrent contexts
D Moreira dos Reis, A Maletzke, DF Silva, GE Batista
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
342018
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Artigos 1–20