Chin-Chia Michael Yeh
Chin-Chia Michael Yeh
Visa Research
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Title
Cited by
Cited by
Year
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
2142016
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
982016
The UCR Time Series Classification Archive
HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
75*2018
The UCR time series archive
HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
arXiv preprint arXiv:1810.07758, 2018
652018
The UCR time series classification archive
HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
URL: https://www. cs. ucr. edu/~ eamonn/time_series_data_2018, 2018
602018
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
602018
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
562014
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
452016
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
CCM Yeh, N Kavantzas, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
442017
Supervised dictionary learning for music genre classification
CCM Yeh, YH Yang
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 1-8, 2012
422012
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
392018
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
382017
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
342017
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
282013
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
202018
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
152018
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
142018
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
142016
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
102019
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
102017
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Articles 1–20