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Chin-Chia Michael Yeh
Chin-Chia Michael Yeh
Alte numeMichael Yeh, Michael Chin-Chia Yeh
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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
11082018
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
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
535*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
3192016
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
CCM Yeh, N Kavantzas, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
1892017
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
1762018
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
1642018
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
1512017
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
1422017
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
922019
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
692014
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
682021
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
672022
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
592016
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
492019
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
492018
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
482016
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
462018
Supervised Dictionary Learning for Music Genre Classification
CCM Yeh, YH Yang
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 1-8, 2012
462012
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 (4), 949-979, 2020
452020
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