Articles with public access mandates - Chin-Chia Michael YehLearn more
Available somewhere: 18
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
Mandates: US National Science Foundation
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
CCM Yeh, N Kavantzas, E Keogh
Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation, US National Institutes of Health
SiMPle: Assessing Music Similarity Using Subsequences Joins.
DF Silva, CCM Yeh, GE Batista, EJ Keogh
ISMIR, 23-29, 2016
Mandates: US National Science Foundation
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
Mandates: US National Aeronautics and Space Administration
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
Mandates: US National Science Foundation, US Department of Agriculture
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation, US National Aeronautics and Space Administration
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
Mandates: US National Science Foundation
Online Amnestic DTW to Allow Real-time Golden Batch Monitoring
CCM Yeh, Y Zhu, HA Dau, A Darvishzadeh, M Noskov, E Keogh
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
Mandates: US National Science Foundation, US National Institutes of Health
Normalization of language embeddings for cross-lingual alignment
PO Aboagye, Y Zheng, CCM Yeh, J Wang, W Zhang, L Wang, H Yang, ...
International Conference on Learning Representations, 2022
Mandates: US National Science Foundation
How does attention work in vision transformers? A visual analytics attempt
Y Li, J Wang, X Dai, L Wang, CCM Yeh, Y Zheng, W Zhang, KL Ma
IEEE transactions on visualization and computer graphics 29 (6), 2888-2900, 2023
Mandates: US National Institutes of Health
Interpretable debiasing of vectorized language representations with iterative orthogonalization
PO Aboagye, Y Zheng, J Shunn, CCM Yeh, J Wang, Z Zhuang, H Chen, ...
International Conference on Learning Representations, 2023
Mandates: US National Science Foundation
Perfsig: extracting performance bug signatures via multi-modality causal analysis
J He, Y Lin, X Gu, CCM Yeh, Z Zhuang
Proceedings of the 44th International Conference on Software Engineering …, 2022
Mandates: US National Science Foundation, US Department of Defense
Constrained Non-Affine Alignment of Embeddings
Y Wang, Y Zheng, Y Peng, CCM Yeh, Z Zhuang, D Mahashweta, ...
arXiv preprint arXiv:1910.05862, 2019
Mandates: US National Science Foundation
An Interactive Visual Demo of Bias Mitigation Techniques for Word Representations From a Geometric Perspective
A Rathore, S Dev, V Srikumar, JM Phillips, Y Zheng, M Yeh, J Wang, ...
NeurIPS 2021 Competitions and Demonstrations Track, 330-335, 2022
Mandates: US National Science Foundation
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