Selected Publications on Time Series Analysis

·   R. Zuo, G. Li, B. Choi, S. S. Bhowmick, D. N-Y Mah and G. L-H. Wong. SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification. AAAI, 2023. (bibtex)

·     G. Li, B. Choi, J. Xu, S. S. Bhowmick, D. N-Y Mah and G. L-H. Wong. IPS: Instance Profile for Shapelet Discovery for Time Series Classification. ICDE, 2022. (bibtex)

·     L. Yan, N. Xu, G. Li, S. S. Bhowmick, B. Choi, and J. Xu. SENSOR: Data-driven Construction of Sketch-based Visual Query Interfaces for Time Series Data. VLDB demo, 2022 (bibtex)

·    G. Li, B. Choi, J. Xu, S. S. Bhowmick, K-P Chun, and G. L-H. Wong. ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification. AAAI, 2021. Pages 8375-8383. (bibtex)

·     G. Li, B. Choi, J. Xu, S. S. Bhowmick, K-P Chun, and G. L-H. Wong. Efficient Shapelet Discovery for Time Series Classification. TKDE, 2020. (bibtex)

·     G. Li, B. Choi, S. S. Bhowmick, K-P Chun, G. L-H. Wong, and S. Li. Visualet: Visualizing Shapelets for Time Series Classification. CIKM, 2020. Pages 3429-3432. (bibtex)