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Diego Furtado Silva
Diego Furtado Silva
Assistant Professor, University of São Paulo
Geverifieerd e-mailadres voor usp.br - Homepage
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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
5532016
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
1802015
Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation
DF Silva, GEAPA Batista
SIAM International Conference on Data Mining (SDM), 2016
1442016
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
1112018
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
1042013
How k-nearest neighbor parameters affect its performance
G Batista, DF Silva
Argentine symposium on artificial intelligence, 1-12, 2009
1002009
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
962015
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
752018
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
722015
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
692018
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
542013
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
532016
Extracting texture features for time series classification
VMA Souza, DF Silva, GE Batista
2014 22nd International Conference on Pattern Recognition, 1425-1430, 2014
522014
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
46*2013
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
382020
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
352016
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
352015
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
292012
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
282017
Da-TACOS: A dataset for cover song identification and understanding
F Yesiler, C Tralie, AA Correya, DF Silva, P Tovstogan, ...
Proceedings of the 20th Conference of the International Society for Music …, 2019
242019
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Artikelen 1–20