Position Title
Professor
Position Title
Professor
- Statistics
He/Him/His
4238 Mathematical Sciences Building
One Shields Avenue, Davis CA 95616
One Shields Avenue, Davis CA 95616
Bio
Research Interests
- Data Mechanics and Integrative Pattern Inferences on Complex Systems
Recent Publications
- Hsieh Fushing, Shu-Chun, Chen and Chii-Ruey, Hwang (2012) Discovering stock dynamics through multidimensional volatility-phases. Quantitative Finance. 12, 213–230.
- Hsieh Fushing, Shu-Chen Chen and Chii-Ruey Hwang. (2010) Non-parametric decoding on discrete time series and its application in bioinformatics. Statistics in Bioscience. 2, 18-40.
- Hsieh Fushing, Emilio Ferrer, Shuchun Chen, Iris B. Mauss and James J.(2011) Examining coherence in emotion response system through network structure and signal transmission. Psychometrika, 76, 124-152.
- Chang, Lo-Bin, Geman, Stuart, Hsieh, Fushing and Hwang Chii-Ruey. (2013). Invariance in the recurrence of large returns and the validation of models of price dynamics. Phy. Rev. E, 88, 022116
- Hsieh Fushing, Shu-Chen Chen and Chii-Ruey Hwang. (2013). Discovering focal regions of slightly-aggregated sparse signals. Computational Statistics, 28, 2295-2308
- Hsieh Fushing, Shu-Chen Chen and Chii-Ruey Hwang. (2014). Single stock dynamics on high-frequency data: From a compressed coding perspective. PLoS One 9(2): e85018
Publications
- Evolving topological colour landscape unravels the final stages of pistachio nut development and the incidence of blank nuts.
Journal Article | Omotayo, A., Hsieh, F., Wei, Y., Guzmán-Delgado, P., Marino, G., Blanco-Ulate, B. J R Soc Interface, 22, 20250119. 10.1098/rsif.2025.0119 - An encoding approach for stable change point detection
Journal Article | Wang, X., Hsieh, F. Machine Learning, 113, 4133-4163. 10.1007/s10994-023-06510-x - Unraveling Heterogeneity of ADNI’s Time-to-Event Data Using Conditional Entropy—Part I: Cross-Sectional Study
Journal Article | Liao, S., Hsieh, F. IEEE Access, 12, 3292-3314. 10.1109/access.2023.3344319 - Unraveling implicit human behavioral effects on dynamic characteristics of Covid-19 daily infection rates in Taiwan
Journal Article | Chen, T., Chou, E., Chen, M., Hsieh, F. PLOS ONE, 19, e0298049. 10.1371/journal.pone.0298049 - Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School
Journal Article | Furfaro, E., Hsieh, F., Weiss, M., Ferrer, E. Multivariate Behavioral Research, 59, 1077-1097. 10.1080/00273171.2024.2372635 - See publications and more on Aggie Experts: https://experts.ucdavis.edu/expert/JgfgrQf1