עקוב אחר
Diego Furtado Silva
Diego Furtado Silva
Assistant Professor, University of São Paulo
כתובת אימייל מאומתת בדומיין usp.br - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
8852016
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
2242015
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
1762018
Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation‏
DF Silva, GEAPA Batista‏
SIAM International Conference on Data Mining (SDM), 2016‏
1722016
How k-nearest neighbor parameters affect its performance‏
G Batista, DF Silva‏
Argentine symposium on artificial intelligence, 1-12, 2009‏
1492009
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
1382013
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
1292020
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
1262015
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
1162018
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
1052018
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
912015
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
712013
Extracting texture features for time series classification‏
VMA Souza, DF Silva, GE Batista‏
2014 22nd International Conference on Pattern Recognition, 1425-1430, 2014‏
642014
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
602015
SiMPle: Assessing Music Similarity Using Subsequences Joins.‏
DF Silva, CCM Yeh, GE Batista, EJ Keogh‏
ISMIR, 23-29, 2016‏
592016
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
48*2013
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
452020
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
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
Da-TACOS: A Dataset for Cover Song Identification and Understanding.‏
F Yesiler, C Tralie, AA Correya, DF Silva, P Tovstogan, E Gómez, X Serra‏
ISMIR, 327-334, 2019‏
392019
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מאמרים 1–20