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
1272016
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
622016
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
502014
Supervised dictionary learning for music genre classification
CCM Yeh, YH Yang
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 55, 2012
412012
The UCR time series archive
HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
arXiv preprint arXiv:1810.07758, 2018
32*2018
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
312016
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
302017
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
CCM Yeh, N Kavantzas, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
272017
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
212018
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
162017
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
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
92016
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
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
82018
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
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
62018
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
42019
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
42015
Awtoolbox: Characterizing audio information using audio words
CCM Yeh, PK Jao, YH Yang
Proceedings of the 22nd ACM international conference on Multimedia, 809-812, 2014
42014
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Articles 1–20