Ting-Li Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 11

Top Topics

Markov Chain Monte Carlo

Top Venues

J. Multivar. Anal.

Artif. Intell. Medicine

Publications

Chih-Kuo Lee, Ting-Li Chen, Jeng-En Wu, Min-Tsun Liao, Chiehhung Wang, Weichung Wang, Cheng-Ying Chou
Multimodal deep learning models utilizing chest X-ray and electronic health record data for predictive screening of acute heart failure in emergency department. Comput. Methods Programs Biomed. 255 (2024)
Shang-Ying Shiu, Yen-Shiu Chin, Szu-Han Lin, Ting-Li Chen
Randomized self-updating process for clustering large-scale data. Stat. Comput. 34 (1) (2024)
Yiuwai Ng, Min-Tsun Liao, Ting-Li Chen, Chih-Kuo Lee, Cheng-Ying Chou, Weichung Wang
Few-shot transfer learning for personalized atrial fibrillation detection using patient-based siamese network with single-lead ECG records. Artif. Intell. Medicine 144 (2023)
Elizabeth P. Chou, Ting-Li Chen, Fushing Hsieh
Unraveling Hidden Major Factors by Breaking Heterogeneity into Homogeneous Parts within Many-System Problems. Entropy 24 (2) (2022)
Ting-Li Chen, Fushing Hsieh, Elizabeth P. Chou
Learned Practical Guidelines for Evaluating Conditional Entropy and Mutual Information in Discovering Major Factors of Response-vs.-Covariate Dynamics. Entropy 24 (10) (2022)
Fushing Hsieh, Elizabeth P. Chou, Ting-Li Chen
Mimicking Complexity of Structured Data Matrix's Information Content: Categorical Exploratory Data Analysis. Entropy 23 (5) (2021)
Ting-Li Chen, Elizabeth P. Chou, Fushing Hsieh
Categorical Nature of Major Factor Selection via Information Theoretic Measurements. Entropy 23 (12) (2021)
Shao-Hsuan Wang, Su-Yun Huang, Ting-Li Chen
On asymptotic normality of cross data matrix-based PCA in high dimension low sample size. J. Multivar. Anal. 175 (2020)
Lu-Jing Huang, Yin-Ting Liao, Ting-Li Chen, Chii-Ruey Hwang
Optimal Variance Reduction for Markov Chain Monte Carlo. SIAM J. Control. Optim. 56 (4) (2018)
Ting-Li Chen, Hironori Fujisawa, Su-Yun Huang, Chii-Ruey Hwang
On the weak convergence and Central Limit Theorem of blurring and nonblurring processes with application to robust location estimation. J. Multivar. Anal. 143 (2016)
Yen-Shiu Chin, Ting-Li Chen
Minimizing variable selection criteria by Markov chain Monte Carlo. Comput. Stat. 31 (4) (2016)
Ting-Li Chen
On the Convergence and Consistency of the Blurring Mean-Shift Process CoRR (2013)
Ting-Li Chen, Wei-Kuo Chen, Chii-Ruey Hwang, Hui-Ming Pai
On the Optimal Transition Matrix for Markov Chain Monte Carlo Sampling. SIAM J. Control. Optim. 50 (5) (2012)
Ting-Li Chen
A Markov Random Field Model for Medical Image Denoising. BMEI (2009)
Ting-Li Chen, Stuart Geman
On the Minimum Entropy of a Mixture of Unimodal and Symmetric Distributions. IEEE Trans. Inf. Theory 54 (7) (2008)