Yuan-chin Ivan Chang

17 papers C 2Journal 15
YearRankTypeTitle / Venue / Authors
2024 J jnl
Active learning with logistic models featuring simultaneous variable and subject selection.
Commun. Stat. Simul. Comput.
Zhanfeng Wang, Amy M. Kwon, Yuan-chin Ivan Chang
2023 J jnl
Distributed sequential federated learning.
CoRR
Zhanfeng Wang, Xinyu Zhang, Yuan-chin Ivan Chang
2022 J jnl
Determination of class-specific variables in nonparametric multiple-class classification.
CoRR
Wan-Ping Nicole Chen, Yuan-chin Ivan Chang
2021 J jnl
A Model-Free Subject Selection Method for Active Learning Classification Procedures.
J. Classif.
Bo-Shiang Ke, Yuan-chin Ivan Chang
2020 J jnl
Active learning in multiple-class classification problems via individualized binary models.
Comput. Stat. Data Anal.
Jingjing Li, Zimu Chen, Zhanfeng Wang, Yuan-chin Ivan Chang
2019 J jnl
Active learning for binary classification with variable selection.
CoRR
Zhanfeng Wang, Yumi Kwon, Yuan-chin Ivan Chang
2019 J jnl
Active learning with simultaneous subject and variable selections.
Neurocomputing
Yuan-chin Ivan Chang, Ray-Bing Chen
2019 J jnl
Fast Multi-Class Probabilistic Classifier by Sparse Non-parametric Density Estimation.
CoRR
Wan-Ping Nicole Chen, Yuan-chin Ivan Chang
2019 J jnl
Greedy active learning algorithm for logistic regression models.
Comput. Stat. Data Anal.
Hsiang-Ling Hsu, Yuan-chin Ivan Chang, Ray-Bing Chen
2017 J jnl
Multiple-class classification: Ordinal and categorical labels.
Commun. Stat. Simul. Comput.
Yuan-chin Ivan Chang
2016 J jnl
Assessing the diagnostic power of variables measured with a detection limit.
Comput. Stat.
Bochao Jia, Yuan-chin Ivan Chang, Zhanfeng Wang
2010 J jnl
Early stopping in L
Comput. Stat. Data Anal.
Yuan-chin Ivan Chang, Yufen Huang, Yu-Pai Huang
2009 J jnl
Meta-learning for imbalanced data and classification ensemble in binary classification.
Neurocomputing
Sung-Chiang Lin, Yuan-chin Ivan Chang, Wei-Ning Yang
2007 J jnl
A parsimonious threshold-independent protein feature selection method through the area under receiver operating characteristic curve.
Bioinform.
Zhanfeng Wang, Yuan-chin Ivan Chang, Zhiliang Ying, Liang Zhu, Yaning Yang
2007 J jnl
A stochastic approximation view of boosting.
Comput. Stat. Data Anal.
C. Andy Tsao, Yuan-chin Ivan Chang
2004 C conf
Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification.
IDEAL
Yuan-chin Ivan Chang, Sung-Chiang Lin
2002 C conf
Graphical Features Selection Method.
IDEAL
Yuan-chin Ivan Chang, Haoran Hsu, Lin-Yi Chou