Chao-Ton Su

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 8

Top Topics

Semiconductor Manufacturing

Class Imbalance

Feature Selection

Top Venues

Neural Comput. Appl.

Int. J. Mach. Learn. Cybern.

Appl. Math. Comput.

Comput. Ind. Eng.

Publications

Yeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su
Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approach. Int. J. Comput. Integr. Manuf. 35 (10-11) (2022)
Gui-Rong You, Yeou-Ren Shiue, Chao-Ton Su, Qing-Lan Huang
Enhancing ensemble diversity based on multiscale dilated convolution in image classification. Inf. Sci. 606 (2022)
Yeou-Ren Shiue, Gui-Rong You, Chao-Ton Su, Hua Chen
Balancing accuracy and diversity in ensemble learning using a two-phase artificial bee colony approach. Appl. Soft Comput. 105 (2021)
Yu-Hsiang Hsiao, Chao-Ton Su, Pin-Cheng Fu
Integrating MTS with bagging strategy for class imbalance problems. Int. J. Mach. Learn. Cybern. 11 (6) (2020)
Yeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su
A Reinforcement Learning Approach to Dynamic Scheduling in a Product-Mix Flexibility Environment. IEEE Access 8 (2020)
Yu-Hsiang Hsiao, Chao-Ton Su, Pin-Cheng Fu, Mu-Chen Chen
MTSbag: A Method to Solve Class Imbalance Problems. IIAI-AAI (2018)
Yeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su
Real-time scheduling for a smart factory using a reinforcement learning approach. Comput. Ind. Eng. 125 (2018)
Yan-Cheng Chen, Chao-Ton Su
Distance-based margin support vector machine for classification. Appl. Math. Comput. 283 (2016)
Fang-Fang Wang, Li-Fei Chen, Chao-Ton Su
Location selection using fuzzy-connective-based aggregation networks: a case study of the food and beverage chain industry in Taiwan. Neural Comput. Appl. 26 (1) (2015)
Chao-Ton Su, Hung-Chun Lin, Po-Wen Teng, Taho Yang
Improving the reliability of electronic paper display using FMEA and Taguchi methods: A case study. Microelectron. Reliab. 54 (6-7) (2014)
Kun-Huang Chen, Li-Fei Chen, Chao-Ton Su
A new particle swarm feature selection method for classification. J. Intell. Inf. Syst. 42 (3) (2014)
Hung-Chun Lin, Chao-Ton Su
A selective Bayes classifier with meta-heuristics for incomplete data. Neurocomputing 106 (2013)
Yan-Cheng Chen, Chao-Ton Su, Taho Yang
Rule extraction from support vector machines by genetic algorithms. Neural Comput. Appl. 23 (3-4) (2013)
Chao-Ton Su, Chia-Ming Lin, C. Alec Chang
Optimization of the bistability property for flexible display by an integrated approach using Taguchi methods, neural networks and genetic algorithms. Microelectron. Reliab. 52 (7) (2012)
Chia-Hui Cheng, Chia-Jen Chou, Pa-Chun Wang, Hsi-Yen Lin, Chi-Lan Kao, Chao-Ton Su
Applying HFMEA to Prevent Chemotherapy Errors. J. Medical Syst. 36 (3) (2012)
Chao-Ton Su, Yu-Hsiang Hsiao, Chia-Chin Chang
Parameter Optimization Design for Touch Panel Laser Cutting Process. IEEE Trans Autom. Sci. Eng. 9 (2) (2012)
Chao-Ton Su, Kun-Huang Chen, Li-Fei Chen, Pa-Chun Wang, Yu-Hsiang Hsiao
Prediagnosis of Obstructive Sleep Apnea via Multiclass MTS. Comput. Math. Methods Medicine 2012 (2012)
Chao-Ton Su, Yan-Cheng Chen
Rule extraction algorithm from support vector machines and its application to credit screening. Soft Comput. 16 (4) (2012)
Li-Fei Chen, Chao-Ton Su, Kun-Huang Chen, Pa-Chun Wang
Particle swarm optimization for feature selection with application in obstructive sleep apnea diagnosis. Neural Comput. Appl. 21 (8) (2012)
Li-Fei Chen, Chao-Ton Su, Kun-Huang Chen
An improved particle swarm optimization for feature selection. Intell. Data Anal. 16 (2) (2012)
Chao-Ton Su, Pa-Chun Wang, Yan-Cheng Chen, Li-Fei Chen
Data Mining Techniques for Assisting the Diagnosis of Pressure Ulcer Development in Surgical Patients. J. Medical Syst. 36 (4) (2012)
Chao-Ton Su, Fang-Fang Wang
Integrated fuzzy-connective-based aggregation network with real-valued genetic algorithm for quality of life evaluation. Neural Comput. Appl. 21 (8) (2012)
Hung-Chun Lin, Chao-Ton Su, Chi-Ching Wang, Bing-Hung Chang, Rei-Cheng Juang
Parameter optimization of continuous sputtering process based on Taguchi methods, neural networks, desirability function, and genetic algorithms. Expert Syst. Appl. 39 (17) (2012)
Chao-Ton Su, Hung-Chun Lin
Applying electromagnetism-like mechanism for feature selection. Inf. Sci. 181 (5) (2011)
Hung-Chun Lin, Chao-Ton Su, Pa-Chun Wang
An Application of Artificial Immune Recognition System for Prediction of Diabetes Following Gestational Diabetes. J. Medical Syst. 35 (3) (2011)
Chun-Chin Hsu, Chao-Ton Su
An Adaptive Forecast-Based Chart for Non-Gaussian Processes Monitoring: With Application to Equipment Malfunctions Detection in a Thermal Power Plant. IEEE Trans. Control. Syst. Technol. 19 (5) (2011)
Pa-Chun Wang, Chao-Ton Su, Kun-Huang Chen, Ning-Hung Chen
The application of rough set and Mahalanobis distance to enhance the quality of OSA diagnosis. Expert Syst. Appl. 38 (6) (2011)
Chao-Ton Su, Cheng-Jung Yeh
Optimization of the Cu wire bonding process for IC assembly using Taguchi methods. Microelectron. Reliab. 51 (1) (2011)
Chao-Ton Su, Yu-Hsiang Hsiao
Multiclass MTS for Simultaneous Feature Selection and Classification. IEEE Trans. Knowl. Data Eng. 21 (2) (2009)
Yu-Hsiang Hsiao, Chao-Ton Su
Multiclass MTS for Saxophone Timbre Quality Inspection Using Waveform-shape-based Features. IEEE Trans. Syst. Man Cybern. Part B 39 (3) (2009)
Chao-Ton Su, Chia-Jen Chou
A systematic methodology for the creation of Six Sigma projects: A case study of semiconductor foundry. Expert Syst. Appl. 34 (4) (2008)
Chao-Ton Su, Chien-Hsin Yang
Feature selection for the SVM: An application to hypertension diagnosis. Expert Syst. Appl. 34 (1) (2008)
L.-S. Chen, Chao-Ton Su
Using granular computing model to induce scheduling knowledge in dynamic manufacturing environments. Int. J. Comput. Integr. Manuf. 21 (5) (2008)
Fong-Fan Wang, Chao-Ton Su
Performance evaluation of a multi-echelon production, transportation and distribution system: A matrix analytical approach. Eur. J. Oper. Res. 176 (2) (2007)
Chao-Ton Su, Yu-Hsiang Hsiao
An Evaluation of the Robustness of MTS for Imbalanced Data. IEEE Trans. Knowl. Data Eng. 19 (10) (2007)
Chao-Ton Su, Yung-Hsin Chen, David Yung-Jye Sha
Managing product and customer knowledge in innovative new product development. Int. J. Technol. Manag. 39 (1/2) (2007)
Chao-Ton Su, Long-Sheng Chen, Yuehwern Yih
Knowledge acquisition through information granulation for imbalanced data. Expert Syst. Appl. 31 (3) (2006)
Chao-Ton Su, Chien-Hsin Yang, Kuang-Hung Hsu, Wen-Ko Chiou
Data mining for the diagnosis of type II diabetes from three-dimensional body surface anthropometrical scanning data. Comput. Math. Appl. 51 (6-7) (2006)
Chao-Ton Su, Long-Sheng Chen, Tai-Lin Chiang
A neural network based information granulation approach to shorten the cellular phone test process. Comput. Ind. 57 (5) (2006)
Chao-Ton Su, Mu-Chen Chen, Hsiao-Ling Chan
Applying neural network and scatter search to optimize parameter design with dynamic characteristics. J. Oper. Res. Soc. 56 (10) (2005)
Chao-Ton Su, Peng-Sen Wang, Chun-Chin Hsu
Effective approaches for low temperature polysilicon TFT LCD post-mapping yield control problem. IEEE Trans Autom. Sci. Eng. 2 (2) (2005)
R. Jea, Chao-Ton Su, J.-L. Lin
Time aggregation effect on the correlation coefficient: added-systematically sampled framework. J. Oper. Res. Soc. 56 (11) (2005)
Rong Jea, Jin-Lung Lin, Chao-Ton Su
Correlation and the time interval in multiple regression models. Eur. J. Oper. Res. 162 (2) (2005)
Chao-Ton Su, Jyh-Hwa Hsu
An Extended Chi2 Algorithm for Discretization of Real Value Attributes. IEEE Trans. Knowl. Data Eng. 17 (3) (2005)
C.-S. Shi, Chao-Ton Su
Integrated inventory model of returns-quantity discounts contract. J. Oper. Res. Soc. 55 (3) (2004)
Te-Sheng Li, Chao-Ton Su, Tai-Lin Chiang
Applying robust multi-response quality engineering for parameter selection using a novel neural-genetic algorithm. Comput. Ind. 50 (1) (2003)
Yeou-Ren Shiue, Chao-Ton Su
An enhanced knowledge representation for decision-tree based learning adaptive scheduling. Int. J. Comput. Integr. Manuf. 16 (1) (2003)
Chao-Ton Su, Tai-Lin Chiang
Optimizing the IC wire bonding process using a neural networks/genetic algorithms approach. J. Intell. Manuf. 14 (2) (2003)
Chih-Ming Hsu, Chao-Ton Su, Dirac Liao
A novel approach for optimizing the optical performance of the broadband tap coupler. Int. J. Syst. Sci. 34 (3) (2003)
Tai-Lin Chiang, Chao-Ton Su
Optimization of TQFP molding process using neuro-fuzzy-GA approach. Eur. J. Oper. Res. 147 (1) (2003)
Te-King Chien, Tien-Hsiang Chang, Chao-Ton Su
Did your efforts really win customers' satisfaction? Ind. Manag. Data Syst. 103 (4) (2003)
Chao-Ton Su, C.-S. Shi
A manufacturer's optimal quantity discount strategy and return policy through game-theoretic approach. J. Oper. Res. Soc. 53 (8) (2002)
Chao-Ton Su, Hyh-Hwa Hsu, Chih-Hung Tsai
Knowledge Mining from Trained Neural Networks. J. Comput. Inf. Syst. 42 (4) (2002)
Te-King Chien, Chin-Ho Su, Chao-Ton Su
Implementation of a customer satisfaction program: a case study. Ind. Manag. Data Syst. 102 (5) (2002)
Cheng-Lin Wu, Chao-Ton Su
Determination of the optimal burn-in time and cost using an environmental stress approach: a case study in switch mode rectifier. Reliab. Eng. Syst. Saf. 76 (1) (2002)
Chao-Ton Su, Mu-Chen Chen, Guang-Chih Cheng
TQM in Taiwan's computer and its peripheral industry. Ind. Manag. Data Syst. 101 (7) (2001)
Chao-Ton Su, Cheng-Chang Chang
Minimization of the life cycle cost for a multistate system under periodic maintenance. Int. J. Syst. Sci. 31 (2) (2000)
Chao-Ton Su, Sung-Chi Wu, Cheng-Chang Chang
Multiaction maintenance subject to action-dependent risk and stochastic failure. Eur. J. Oper. Res. 125 (1) (2000)
Chao-Ton Su, Hsu-Hwa Chang
Optimization of parameter design: an intelligent approach using neural network and simulated annealing. Int. J. Syst. Sci. 31 (12) (2000)
Chih-Chou Chiu, Chao-Ton Su
A novel neural network model using Box-Jenkins technique and response surface methodology to predict unemployment rate. ICTAI (1998)