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Chin-Chia Michael Yeh — most-cited papers & profile · Time Series
← authors
·
overview
Chin-Chia Michael Yeh
19
papers ·
139
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data
2024 · 7 citations
Multi-stream RNN for Merchant Transaction Prediction
2020 · 4 citations
Multi-future Merchant Transaction Prediction
2020 · 3 citations
TiCT: A Synthetically Pre-Trained Foundation Model for Time Series Classification
2025
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers
2025
UltraSTF: Ultra-Compact Model for Large-Scale Spatio-Temporal Forecasting
2025
The UCR Time Series Archive
2018
Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile
2018
Revealing the Power of Masked Autoencoders in Traffic Forecasting
2023
Ego-Network Transformer for Subsequence Classification in Time Series Data
2023
Top co-authors
Xin Dai
· 4
Zhongfang Zhuang
· 4
Junpeng Wang
· 3
Uday Singh Saini
· 3
Xiran Fan
· 3
Yan Zheng
· 3
Yujie Fan
· 3
Yujie Fan
· 3
Eamonn Keogh
· 2
Girish Chowdhary
· 2
Huiyuan Chen
· 2
Huiyuan Chen
· 2
Topics
cs.LG
cs.AI
stat.ML
Domain — Finance
Probabilistic
Foundation Models
Linear & Patch Models