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Chin-Chia Michael Yeh
Chin-Chia Michael Yeh
Other namesMichael Yeh, Michael Chin-Chia Yeh
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Title
Cited by
Cited by
Year
The UCR Time Series Archive
HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
arXiv preprint arXiv:1810.07758, 2018
8532018
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
7682016
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
454*2018
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
2772016
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
CCM Yeh, N Kavantzas, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
1562017
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
1552018
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
1382018
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
1292017
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
1282017
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
712019
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
582016
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
482021
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
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
462019
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
452016
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
442018
Denoising Self-attentive Sequential Recommendation
H Chen, Y Lin, M Pan, L Wang, CCM Yeh, X Li, Y Zheng, F Wang, H Yang
Proceedings of the 16th ACM Conference on Recommender Systems, 92-101, 2022
422022
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
412018
Fast Similarity Matrix Profile for Music Analysis and Exploration
DF Silva, CCM Yeh, Y Zhu, GE Batista, E Keogh
IEEE Transactions on Multimedia 14 (8), 1, 2015
412015
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