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Chin‐Chia Michael Yeh

Observed names: Chin-Chia M. Yeh, Chin-Chia Michael Yeh, Chin-Chia Yeh, Michael Yeh, Chin-Chia, Yeh Chin-Chia Michael, Yeh, Chin-Chia Michael, Yeh, Chin-chia Michael
Observed institutions: University of California, Riverside, Visa (United Kingdom), University of New Mexico, Universidade de São Paulo, University of Utah, University of California System, Research Center for Information Technology Innovation, Academia Sinica, Visa (United States), Academia Sinica
ORCID: 0000-0002-9807-2963
Observed ORCID: 0000-0002-9807-2963
OpenAlex ID: A5011045620
The UCR time series archive
2019 · Hoang Anh Dau, Anthony Bagnall, et al. · IEEE/CAA Journal of Automatica Sinica · 1,129
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Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets
2016 · Chin-Chia Michael Yeh, Yan Zhu, et al. · Proceedings · 702
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins
2016 · Yan Zhu, Zachary Zimmerman, et al. · Proceedings · 250
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Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile
2017 · Chin-Chia Michael Yeh, Yan Zhu, et al. · Data Mining and Knowledge Discovery · 136
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds
2018 · Yan Zhu, Chin-Chia Michael Yeh, et al. · Proceedings · 129
Matrix Profile VI: Meaningful Multidimensional Motif Discovery
2017 · Chin-Chia Michael Yeh, Nickolas Kavantzas, et al. · Proceedings · 123
Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels
2017 · Shaghayegh Gharghabi, Yifei Ding, et al. · Proceedings · 110
Denoising Self-Attentive Sequential Recommendation
2022 · Huiyuan Chen, Yusan Lin, et al. · ACM Conference on Recommender Systems (RecSys) · 79
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Domain agnostic online semantic segmentation for multi-dimensional time series
2018 · Shaghayegh Gharghabi, Chin-Chia Michael Yeh, et al. · Data Mining and Knowledge Discovery · 64
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Simple: Assessing Music Similarity Using Subsequences Joins.
2016 · Silva, Diego Furtado, Chin-Chia Michael Yeh, et al. · Scientific Electronic Library Online (São Paulo Research Foundation, Latin American and Caribbean Center on Health Sciences Information, Conselho Nacional de Desenvolvimento Científico e Tecnológico) · 62
Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems
2021 · Huiyuan Chen, Lan Wang, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 61
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt
2023 · Yiran Li, Junpeng Wang, et al. · IEEE Transactions on Visualization and Computer Graphics · 48
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Visual Analytics for RNN-Based Deep Reinforcement Learning
2021 · Junpeng Wang, Wei Zhang, et al. · IEEE Transactions on Visualization and Computer Graphics · 47
A Systematic Evaluation of the Bag-of-Frames Representation for Music Information Retrieval
2014 · Li Su, Chin-Chia Michael Yeh, et al. · IEEE Transactions on Multimedia · 47
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
2025 · Chia-Yuan Chang, Zhimeng Jiang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 42
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Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins
2017 · Yan Zhu, Zachary Zimmerman, et al. · Knowledge and Information Systems · 40
Super‐Efficient Cross‐Correlation (SEC‐C): A Fast Matched Filtering Code Suitable for Desktop Computers
2018 · Nader Shakibay Senobari, Gareth J. Funning, et al. · Seismological Research Letters · 39
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Graph Neural Transport Networks with Non-local Attentions for Recommender Systems
2022 · Huiyuan Chen, Chin-Chia Michael Yeh, et al. · International World Wide Web Conference (WWW) · 38
Matrix Profile III: The Matrix Profile Allows Visualization of Salient Subsequences in Massive Time Series
2016 · Chin-Chia Michael Yeh, Helga Van Herle, et al. · Proceedings · 35
The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code
2020 · Yan Zhu, Shaghayegh Gharghabi, et al. · Data Mining and Knowledge Discovery · 34
Time Series Classification to Improve Poultry Welfare
2018 · Alireza Abdoli, Amy C. Murillo, et al. · International Conference on Machine Learning and Applications · 34
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Fast Similarity Matrix Profile for Music Analysis and Exploration
2018 · Diego F. Silva, Chin-Chia M. Yeh, et al. · IEEE Transactions on Multimedia · 30
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Matrix profile IV
2017 · Chin-Chia Michael Yeh, Nickolas Kavantzas, et al. · Proceedings of the VLDB Endowment · 29
Supervised dictionary learning for music genre classification
2012 · Chin-Chia Michael Yeh, Yi-Hsuan Yang · International Conference on Multimedia Retrieval · 28
Dual-layer bag-of-frames model for music genre classification
2013 · Chin-Chia Michael Yeh, Li Su, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 21
Works count: 104
Citation count: 3,678
H-index: 24
I10-index: 34
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