Ting-Li Chen

According to our database, Ting-Li Chen authored at least 15 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Randomized self-updating process for clustering large-scale data.

Shang-Ying Shiu, Yen-Shiu Chin, Szu-Han Lin, Ting-Li Chen

Stat. Comput., February, 2024

Multimodal deep learning models utilizing chest X-ray and electronic health record data for predictive screening of acute heart failure in emergency department.

Chih-Kuo Lee, Ting-Li Chen, Jeng-En Wu, Min-Tsun Liao, Chiehhung Wang, Weichung Wang, Cheng-Ying Chou

Comput. Methods Programs Biomed., 2024

2023

Few-shot transfer learning for personalized atrial fibrillation detection using patient-based siamese network with single-lead ECG records.

Yiuwai Ng, Min-Tsun Liao, Ting-Li Chen, Chih-Kuo Lee, Cheng-Ying Chou, Weichung Wang

Artif. Intell. Medicine, October, 2023

2022

Unraveling Hidden Major Factors by Breaking Heterogeneity into Homogeneous Parts within Many-System Problems.

Elizabeth P. Chou, Ting-Li Chen, Fushing Hsieh

Entropy, 2022

Learned Practical Guidelines for Evaluating Conditional Entropy and Mutual Information in Discovering Major Factors of Response-vs.-Covariate Dynamics.

Ting-Li Chen, Fushing Hsieh, Elizabeth P. Chou

Entropy, 2022

2021

Mimicking Complexity of Structured Data Matrix's Information Content: Categorical Exploratory Data Analysis.

Fushing Hsieh, Elizabeth P. Chou, Ting-Li Chen

Entropy, 2021

Categorical Nature of Major Factor Selection via Information Theoretic Measurements.

Ting-Li Chen, Elizabeth P. Chou, Fushing Hsieh

Entropy, 2021

2020

On asymptotic normality of cross data matrix-based PCA in high dimension low sample size.

Shao-Hsuan Wang, Su-Yun Huang, Ting-Li Chen

J. Multivar. Anal., 2020

2018

Optimal Variance Reduction for Markov Chain Monte Carlo.

Lu-Jing Huang, Yin-Ting Liao, Ting-Li Chen, Chii-Ruey Hwang

SIAM J. Control. Optim., 2018

2016

On the weak convergence and Central Limit Theorem of blurring and nonblurring processes with application to robust location estimation.

Ting-Li Chen, Hironori Fujisawa, Su-Yun Huang, Chii-Ruey Hwang

J. Multivar. Anal., 2016

Minimizing variable selection criteria by Markov chain Monte Carlo.

Yen-Shiu Chin, Ting-Li Chen

Comput. Stat., 2016

2013

On the Convergence and Consistency of the Blurring Mean-Shift Process

Ting-Li Chen

CoRR, 2013

2012

On the Optimal Transition Matrix for Markov Chain Monte Carlo Sampling.

Ting-Li Chen, Wei-Kuo Chen, Chii-Ruey Hwang, Hui-Ming Pai

SIAM J. Control. Optim., 2012

2009

A Markov Random Field Model for Medical Image Denoising.

Ting-Li Chen

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008

On the Minimum Entropy of a Mixture of Unimodal and Symmetric Distributions.

Ting-Li Chen, Stuart Geman

IEEE Trans. Inf. Theory, 2008