Chao-Ton Su

According to our database, Chao-Ton Su authored at least 60 papers between 1998 and 2022.

Collaborative distances:

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

2022

Enhancing ensemble diversity based on multiscale dilated convolution in image classification.

Gui-Rong You, Yeou-Ren Shiue, Chao-Ton Su, Qing-Lan Huang

Inf. Sci., 2022

Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approach.

Yeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su

Int. J. Comput. Integr. Manuf., 2022

2021

Balancing accuracy and diversity in ensemble learning using a two-phase artificial bee colony approach.

Yeou-Ren Shiue, Gui-Rong You, Chao-Ton Su, Hua Chen

Appl. Soft Comput., 2021

2020

Integrating MTS with bagging strategy for class imbalance problems.

Yu-Hsiang Hsiao, Chao-Ton Su, Pin-Cheng Fu

Int. J. Mach. Learn. Cybern., 2020

A Reinforcement Learning Approach to Dynamic Scheduling in a Product-Mix Flexibility Environment.

Yeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su

IEEE Access, 2020

2018

Real-time scheduling for a smart factory using a reinforcement learning approach.

Yeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su

Comput. Ind. Eng., 2018

MTSbag: A Method to Solve Class Imbalance Problems.

Yu-Hsiang Hsiao, Chao-Ton Su, Pin-Cheng Fu, Mu-Chen Chen

Proceedings of the 7th International Congress on Advanced Applied Informatics, 2018

2016

Distance-based margin support vector machine for classification.

Yan-Cheng Chen, Chao-Ton Su

Appl. Math. Comput., 2016

2015

Location selection using fuzzy-connective-based aggregation networks: a case study of the food and beverage chain industry in Taiwan.

Fang-Fang Wang, Li-Fei Chen, Chao-Ton Su

Neural Comput. Appl., 2015

2014

Improving the reliability of electronic paper display using FMEA and Taguchi methods: A case study.

Chao-Ton Su, Hung-Chun Lin, Po-Wen Teng, Taho Yang

Microelectron. Reliab., 2014

A new particle swarm feature selection method for classification.

Kun-Huang Chen, Li-Fei Chen, Chao-Ton Su

J. Intell. Inf. Syst., 2014

2013

Rule extraction from support vector machines by genetic algorithms.

Yan-Cheng Chen, Chao-Ton Su, Taho Yang

Neural Comput. Appl., 2013

A selective Bayes classifier with meta-heuristics for incomplete data.

Hung-Chun Lin, Chao-Ton Su

Neurocomputing, 2013

2012

Parameter Optimization Design for Touch Panel Laser Cutting Process.

Chao-Ton Su, Yu-Hsiang Hsiao, Chia-Chin Chang

IEEE Trans Autom. Sci. Eng., 2012

Rule extraction algorithm from support vector machines and its application to credit screening.

Chao-Ton Su, Yan-Cheng Chen

Soft Comput., 2012

Integrated fuzzy-connective-based aggregation network with real-valued genetic algorithm for quality of life evaluation.

Chao-Ton Su, Fang-Fang Wang

Neural Comput. Appl., 2012

Particle swarm optimization for feature selection with application in obstructive sleep apnea diagnosis.

Li-Fei Chen, Chao-Ton Su, Kun-Huang Chen, Pa-Chun Wang

Neural Comput. Appl., 2012

Optimization of the bistability property for flexible display by an integrated approach using Taguchi methods, neural networks and genetic algorithms.

Chao-Ton Su, Chia-Ming Lin, C. Alec Chang

Microelectron. Reliab., 2012

Data Mining Techniques for Assisting the Diagnosis of Pressure Ulcer Development in Surgical Patients.

Chao-Ton Su, Pa-Chun Wang, Yan-Cheng Chen, Li-Fei Chen

J. Medical Syst., 2012

Applying HFMEA to Prevent Chemotherapy Errors.

Chia-Hui Cheng, Chia-Jen Chou, Pa-Chun Wang, Hsi-Yen Lin, Chi-Lan Kao, Chao-Ton Su

J. Medical Syst., 2012

An improved particle swarm optimization for feature selection.

Li-Fei Chen, Chao-Ton Su, Kun-Huang Chen

Intell. Data Anal., 2012

Parameter optimization of continuous sputtering process based on Taguchi methods, neural networks, desirability function, and genetic algorithms.

Hung-Chun Lin, Chao-Ton Su, Chi-Ching Wang, Bing-Hung Chang, Rei-Cheng Juang

Expert Syst. Appl., 2012

Prediagnosis of Obstructive Sleep Apnea via Multiclass MTS.

Chao-Ton Su, Kun-Huang Chen, Li-Fei Chen, Pa-Chun Wang, Yu-Hsiang Hsiao

Comput. Math. Methods Medicine, 2012

2011

An Adaptive Forecast-Based Chart for Non-Gaussian Processes Monitoring: With Application to Equipment Malfunctions Detection in a Thermal Power Plant.

Chun-Chin Hsu, Chao-Ton Su

IEEE Trans. Control. Syst. Technol., 2011

Optimization of the Cu wire bonding process for IC assembly using Taguchi methods.

Chao-Ton Su, Cheng-Jung Yeh

Microelectron. Reliab., 2011

An Application of Artificial Immune Recognition System for Prediction of Diabetes Following Gestational Diabetes.

Hung-Chun Lin, Chao-Ton Su, Pa-Chun Wang

J. Medical Syst., 2011

Applying electromagnetism-like mechanism for feature selection.

Chao-Ton Su, Hung-Chun Lin

Inf. Sci., 2011

The application of rough set and Mahalanobis distance to enhance the quality of OSA diagnosis.

Pa-Chun Wang, Chao-Ton Su, Kun-Huang Chen, Ning-Hung Chen

Expert Syst. Appl., 2011

2009

Multiclass MTS for Saxophone Timbre Quality Inspection Using Waveform-shape-based Features.

Yu-Hsiang Hsiao, Chao-Ton Su

IEEE Trans. Syst. Man Cybern. Part B, 2009

Multiclass MTS for Simultaneous Feature Selection and Classification.

Chao-Ton Su, Yu-Hsiang Hsiao

IEEE Trans. Knowl. Data Eng., 2009

2008

Using granular computing model to induce scheduling knowledge in dynamic manufacturing environments.

Long-Sheng Chen, Chao-Ton Su

Int. J. Comput. Integr. Manuf., 2008

Feature selection for the SVM: An application to hypertension diagnosis.

Chao-Ton Su, Chien-Hsin Yang

Expert Syst. Appl., 2008

A systematic methodology for the creation of Six Sigma projects: A case study of semiconductor foundry.

Chao-Ton Su, Chia-Jen Chou

Expert Syst. Appl., 2008

2007

An Evaluation of the Robustness of MTS for Imbalanced Data.

Chao-Ton Su, Yu-Hsiang Hsiao

IEEE Trans. Knowl. Data Eng., 2007

Managing product and customer knowledge in innovative new product development.

Chao-Ton Su, Yung-Hsin Chen, David Yung-Jye Sha

Int. J. Technol. Manag., 2007

Performance evaluation of a multi-echelon production, transportation and distribution system: A matrix analytical approach.

Fong-Fan Wang, Chao-Ton Su

Eur. J. Oper. Res., 2007

2006

Knowledge acquisition through information granulation for imbalanced data.

Chao-Ton Su, Long-Sheng Chen, Yuehwern Yih

Expert Syst. Appl., 2006

Data mining for the diagnosis of type II diabetes from three-dimensional body surface anthropometrical scanning data.

Chao-Ton Su, Chien-Hsin Yang, Kuang-Hung Hsu, Wen-Ko Chiou

Comput. Math. Appl., 2006

A neural network based information granulation approach to shorten the cellular phone test process.

Chao-Ton Su, Long-Sheng Chen, Tai-Lin Chiang

Comput. Ind., 2006

2005

An Extended Chi2 Algorithm for Discretization of Real Value Attributes.

Chao-Ton Su, Jyh-Hwa Hsu

IEEE Trans. Knowl. Data Eng., 2005

Effective approaches for low temperature polysilicon TFT LCD post-mapping yield control problem.

Chao-Ton Su, Peng-Sen Wang, Chun-Chin Hsu

IEEE Trans Autom. Sci. Eng., 2005

Applying neural network and scatter search to optimize parameter design with dynamic characteristics.

Chao-Ton Su, Mu-Chen Chen, Hsiao-Ling Chan

J. Oper. Res. Soc., 2005

Time aggregation effect on the correlation coefficient: added-systematically sampled framework.

R. Jea, Chao-Ton Su, J.-L. Lin

J. Oper. Res. Soc., 2005

Correlation and the time interval in multiple regression models.

Rong Jea, Jin-Lung Lin, Chao-Ton Su

Eur. J. Oper. Res., 2005

2004

Integrated inventory model of returns-quantity discounts contract.

C.-S. Shi, Chao-Ton Su

J. Oper. Res. Soc., 2004

2003

Optimizing the IC wire bonding process using a neural networks/genetic algorithms approach.

Chao-Ton Su, Tai-Lin Chiang

J. Intell. Manuf., 2003

Did your efforts really win customers' satisfaction?

Te-King Chien, Tien-Hsiang Chang, Chao-Ton Su

Ind. Manag. Data Syst., 2003

A novel approach for optimizing the optical performance of the broadband tap coupler.

Chih-Ming Hsu, Chao-Ton Su, Dirac Liao

Int. J. Syst. Sci., 2003

An enhanced knowledge representation for decision-tree based learning adaptive scheduling.

Yeou-Ren Shiue, Chao-Ton Su

Int. J. Comput. Integr. Manuf., 2003

Optimization of TQFP molding process using neuro-fuzzy-GA approach.

Tai-Lin Chiang, Chao-Ton Su

Eur. J. Oper. Res., 2003

Applying robust multi-response quality engineering for parameter selection using a novel neural-genetic algorithm.

Te-Sheng Li, Chao-Ton Su, Tai-Lin Chiang

Comput. Ind., 2003

2002

Determination of the optimal burn-in time and cost using an environmental stress approach: a case study in switch mode rectifier.

Cheng-Lin Wu, Chao-Ton Su

Reliab. Eng. Syst. Saf., 2002

A manufacturer's optimal quantity discount strategy and return policy through game-theoretic approach.

Chao-Ton Su, C.-S. Shi

J. Oper. Res. Soc., 2002

Knowledge Mining from Trained Neural Networks.

Chao-Ton Su, Hyh-Hwa Hsu, Chih-Hung Tsai

J. Comput. Inf. Syst., 2002

Implementation of a customer satisfaction program: a case study.

Te-King Chien, Chin-Ho Su, Chao-Ton Su

Ind. Manag. Data Syst., 2002

2001

TQM in Taiwan's computer and its peripheral industry.

Chao-Ton Su, Mu-Chen Chen, Guang-Chih Cheng

Ind. Manag. Data Syst., 2001

2000

Optimization of parameter design: an intelligent approach using neural network and simulated annealing.

Chao-Ton Su, Hsu-Hwa Chang

Int. J. Syst. Sci., 2000

Minimization of the life cycle cost for a multistate system under periodic maintenance.

Chao-Ton Su, Cheng-Chang Chang

Int. J. Syst. Sci., 2000

Multiaction maintenance subject to action-dependent risk and stochastic failure.

Chao-Ton Su, Sung-Chi Wu, Cheng-Chang Chang

Eur. J. Oper. Res., 2000

1998

A novel neural network model using Box-Jenkins technique and response surface methodology to predict unemployment rate.

Chih-Chou Chiu, Chao-Ton Su

Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998