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2020 – today
- 2024
[j13]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: 108357 (2024)- [j12]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): 47 (2024) - 2023
- [j11]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: 102644 (2023) - 2022
- [j10]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): 170 (2022) - [j9]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): 1382 (2022) - 2021
- [j8]Fushing Hsieh, Elizabeth P. Chou, Ting-Li Chen:
Mimicking Complexity of Structured Data Matrix's Information Content: Categorical Exploratory Data Analysis. Entropy 23(5): 594 (2021) - [j7]Ting-Li Chen, Elizabeth P. Chou, Fushing Hsieh:
Categorical Nature of Major Factor Selection via Information Theoretic Measurements. Entropy 23(12): 1684 (2021) - 2020
- [j6]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)
2010 – 2019
- 2018
- [j5]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): 2977-2996 (2018) - 2016
- [j4]Yen-Shiu Chin, Ting-Li Chen:
Minimizing variable selection criteria by Markov chain Monte Carlo. Comput. Stat. 31(4): 1263-1286 (2016) - [j3]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: 165-184 (2016) - 2013
- [i1]Ting-Li Chen:
On the Convergence and Consistency of the Blurring Mean-Shift Process. CoRR abs/1305.1040 (2013) - 2012
- [j2]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): 2743-2762 (2012)
2000 – 2009
- 2009
- [c1]Ting-Li Chen:
A Markov Random Field Model for Medical Image Denoising. BMEI 2009: 1-6 - 2008
- [j1]Ting-Li Chen, Stuart Geman:
On the Minimum Entropy of a Mixture of Unimodal and Symmetric Distributions. IEEE Trans. Inf. Theory 54(7): 3166-3174 (2008)
Coauthor Index
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