7 citations · 10 across the 5 of their papers we have counts for
6 papers
Structure-Preserving Visualization of Complex Systems through Discrete Approximation: An Application to Argo Data
Shang-Ying Shiu, Fushing Hsieh, Ting-Li Chen
This paper presents a framework for constructing structure-preserving representations of complex systems through discrete approximation, and demonstrates its use in studying the ve…
Simultaneous Estimation of Ballpark Effects and Team Defense Using Total Bases Residuals
Jhe-Jia Wu, Tian-Li Yan, Ting-Li Chen
Estimating ballpark effects and team defense in baseball is challenging because batted-ball outcomes are influenced by multiple factors, including contact quality, ballpark environ…
Unraveling implicit human behavioral effects on dynamic characteristics of Covid-19 daily infection rates in Taiwan
Ting-Li Chen, Elizabeth P. Chou, Min-Yi Chen +1
We study Covid-19 spreading dynamics underlying 84 curves of daily Covid-19 infection rates pertaining to 84 districts belonging to the largest seven cities in Taiwan during her pr…
Learned practical guidelines for evaluating Conditional Entropy and Mutual Information in discovering major factors of response-vs-covariate dynamics
Ting-Li Chen, Hsieh Fushing, Elizabeth P. Chou
We reformulate and reframe a series of increasingly complex parametric statistical topics into a framework of response-vs-covariate (Re-Co) dynamics that is described without any e…
Multiscale major factor selections for complex system data with structural dependency and heterogeneity
Hsieh Fushing, Elizabeth Chou, Ting-Li Chen
Based on structured data derived from large complex systems, we computationally further develop and refine a major factor selection protocol by accommodating structural dependency…
Learning to Embed Categorical Features without Embedding Tables for Recommendation
Wang-Cheng Kang, Derek Zhiyuan Cheng, Tiansheng Yao +4
Embedding learning of categorical features (e.g. user/item IDs) is at the core of various recommendation models including matrix factorization and neural collaborative filtering. T…