Other Peer-Reviewed Papers
Sheng-Mao Chang (2024) Interview with Journal Editors, Journal of the Chinese Statistical Association, 62, 1—15.
Jia-Jen Chen, Li-Fan Liu*, Sheng-Mao Chang (2023) Identifying the top determinants of Psychological Resilience among Community Older Adults during COVID-19 in Taiwan: A Random Forest Approach, Machine Learning with Applications, 14, 100494.
Chun-Hsiang Yu, Sheng-Mao Chang, Chih-Hui Hsu, Sheng-Han Tsai, Xin-Min Liao, Chian-Wei Chen, Ching-Hsiung Lin, Jung-Der Wang, Tzuen-Ren Hsiue, Chiung-Zuei Chen * (2022) Mapping Algorithms for Predicting EuroQol-5D-3L Utilities from the Assessment Test of Chronic Obstructive Pulmonary Disease, Scientific Reports, 12, 20930.
Peer-Reviewed Conference Papers
Using Gaussian Mixture Model for Feature Selection and Pattern Recognition to Predict the Remaining Useful Life of a Bearing. TAAI 2018, Domestic Track.
Ping-Yang Chen, Chi-Chun Hsia, Yen-Hao Su, Ray-Bing Chen, Sheng-Mao Chang* (2017) Feedback Control for Binary Response, 2017 Conference on Technologies and Applications of Artificial Intelligence (TAAI), Taipei, Taiwan, 21—24.
Incorporating Multivariate Statistical Process Control to Feature Selection for Bearing Health Assessment. TAAI 2017, Domestic Track.
Adaptive Shrinkage for Distributed Lag Models with Application in Gas Supply Control. Presented at TAAI 2016 (Best Paper Award, Domestic Track)
Multiple-Instance Logistic Regression with LASSO Penalty. Presented at TAAI 2015
Working Papers
Sheng-Mao Chang*, Chun-Hao Yang, Chun-Yi Chen, Jung-Ying Tzeng (2025) Convolutional multiple-instance logistic regression for image discrimination with randomly located patterns (submitted)
Wei Yong Ong, Shao-Man Lee, Chia-Ming Hsueh, Sheng-Mao Chang* (2025) An Accurate Standard Error Estimation for Quadratic Exponential Logistic Regressions by Applying Generalized Estimating Equations to Pseudo-Likelihoods (submitted)
Shih-Kai Chu, Tzu-En Chang, Chun-Hao Yang, Sheng-Mao Chang* (2024) Group Screening under Partial Orthogonality Conditions (in progress)
Zhi-Yu Wei and Sheng-Mao Chang* (2024) Regression with Simplex Covariates (in progress)
Sheng-Mao Chang*, Chun-Hao Yang, Li-Chuan Lin (2025) Non-Crossing and Non-Decreasing Conditional Quantiles Estimation: Constructing Normative Reference for Children’s Ball Throw Distance (in progress)
Other Thoughts
A Parametric Bootstrap Test for Model Diagnostics
Bayesian Screening Statistics for the Cox Model with Right Censoring
A Stable Stochastic Approximation Algorithm for Solving Generalized Linear Mixed Models
Group Testing vs Active Learning