Chin-Chia Michael Yeh
Chin-Chia Michael Yeh
Visa Research
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TitleCited byYear
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
1382016
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
672016
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
512014
Supervised dictionary learning for music genre classification
CCM Yeh, YH Yang
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 55, 2012
412012
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
382016
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
322017
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
CCM Yeh, N Kavantzas, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
302017
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
282018
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
252013
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
222018
The UCR time series archive
HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
arXiv preprint arXiv:1810.07758, 2018
192018
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
192017
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
112016
Improving music auto-tagging by intra-song instance bagging
CCM Yeh, JC Wang, YH Yang, HM Wang
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
112014
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
92018
Modified LASSO screening for audio word-based music classification using large-scale dictionary
PK Jao, CCM Yeh, YH Yang
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
92014
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
72018
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
72017
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
52019
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
52015
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Articles 1–20