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Chin-Chia Michael Yeh
Chin-Chia Michael Yeh
Visa Research
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The UCR Time Series Archive
HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
arXiv preprint arXiv:1810.07758, 2018
6812018
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
6052016
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins
Y Zhu, Z Zimmerman, NS Senobari, CCM Yeh, G Funning, A Mueen, ...
2016 IEEE 16th international conference on data mining (ICDM), 739-748, 2016
2252016
The UCR Time Series Classification Archive
HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
https://www.cs.ucr.edu/~eamonn/time_series_data_2018/, 2018
203*2018
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
CCM Yeh, N Kavantzas, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
1252017
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
1222018
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds
Y Zhu, CCM Yeh, Z Zimmerman, K Kamgar, E Keogh
Data Mining (ICDM), 2018 IEEE 18th International Conference on, 2018
1112018
The Fastest Similarity Search Algorithm for Time Series Subsequences under Euclidean Distance
A Mueen, Y Zhu, CCM Yeh, K Kamgar, K Viswanathan, C Gupta, E Keogh
http://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html, 2017
1112017
Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels
S Gharghabi, Y Ding, CCM Yeh, K Kamgar, L Ulanova, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
982017
A Systematic Evaluation of the Bag-of-frames Representation for Music Information Retrieval
L Su, CCM Yeh, JY Liu, JC Wang, YH Yang
IEEE Transactions on Multimedia 16 (5), 1188-1200, 2014
672014
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
532016
Domain Agnostic Online Semantic Segmentation for Multi-dimensional Time Series
S Gharghabi, CCM Yeh, Y Ding, W Ding, P Hibbing, S LaMunion, ...
Data mining and knowledge discovery 33 (1), 96-130, 2019
512019
Supervised Dictionary Learning for Music Genre Classification
CCM Yeh, YH Yang
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 1-8, 2012
472012
Matrix Profile III: The Matrix Profile Allows Visualization of Salient Subsequences in Massive Time Series
CCM Yeh, H Van Herle, E Keogh
2016 IEEE 16th international conference on data mining (ICDM), 579-588, 2016
392016
Exploiting a Novel Algorithm and GPUs to Break the Ten Quadrillion Pairwise Comparisons Barrier for Time Series Motifs and Joins
Y Zhu, Z Zimmerman, NS Senobari, CCM Yeh, G Funning, A Mueen, ...
Knowledge and Information Systems, 1-34, 2018
382018
Super‐efficient Cross‐correlation (SEC‐C): A Fast Matched Filtering Code Suitable for Desktop Computers
NS Senobari, GJ Funning, E Keogh, Y Zhu, CCM Yeh, Z Zimmerman, ...
Seismological Research Letters 90 (1), 322-334, 2019
372019
Time Series Classification to Improve Poultry Welfare
A Abdoli, AC Murillo, CCM Yeh, AC Gerry, EJ Keogh
2018 17TH IEEE International conference on machine learning and applications …, 2018
352018
Dual-layer Bag-of-frames Model for Music Genre Classification
CCM Yeh, L Su, YH Yang
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
292013
Matrix Profile IV: Using Weakly Labeled Time Series to Predict Outcomes
CCM Yeh, N Kavantzas, E Keogh
Proceedings of the VLDB Endowment 10 (12), 2017
262017
Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems
H Chen, L Wang, Y Lin, CCM Yeh, F Wang, H Yang
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
252021
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Artikelen 1–20