Chin-Chia Michael Yeh
Scholar

Chin-Chia Michael Yeh

Google Scholar ID: F4d7Sv4AAAAJ
Visa Research
Data MiningTime SeriesMachine learning
Citations & Impact
All-time
Citations
4,779
 
H-index
25
 
i10-index
41
 
Publications
20
 
Co-authors
93
list available
Contact
Resume (English only)
Academic Achievements
  • Published 'RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data' at KDD 2024
  • Published 'Matrix Profile for Anomaly Detection on Multidimensional Time Series' at ICDM 2024
  • Published 'Toward a Foundation Model for Time Series Data' at CIKM 2023
  • Published 'An Efficient Content-based Time Series Retrieval System' at CIKM 2023
  • Published 'Ego-Network Transformer for Subsequence Classification in Time Series Data' at IEEE International Conference on Big Data 2023
  • Published 'Time Series Synthesis Using the Matrix Profile for Anonymization' at IEEE International Conference on Big Data 2023
  • Published 'Sketching Multidimensional Time Series for Fast Discord Mining' at IEEE International Conference on Big Data 2023
  • Published 'Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph' at KDD 2022
  • Published 'Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series' at SDM 2022
  • Published 'Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series' at IEEE International Conference