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2020 – today
- 2022
[j58]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): 1188-1204 (2022)- [j57]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: 292-312 (2022) - 2021
- [j56]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: 107212 (2021) - 2020
- [j55]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: 106542-106553 (2020) - [j54]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): 1217-1230 (2020)
2010 – 2019
- 2018
- [j53]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: 604-614 (2018) - [c2]Yu-Hsiang Hsiao, Chao-Ton Su, Pin-Cheng Fu, Mu-Chen Chen:
MTSbag: A Method to Solve Class Imbalance Problems. IIAI-AAI 2018: 524-529 - 2016
- [j52]Yan-Cheng Chen, Chao-Ton Su:
Distance-based margin support vector machine for classification. Appl. Math. Comput. 283: 141-152 (2016) - 2015
- [j51]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): 161-170 (2015) - 2014
- [j50]Kun-Huang Chen, Li-Fei Chen, Chao-Ton Su:
A new particle swarm feature selection method for classification. J. Intell. Inf. Syst. 42(3): 507-530 (2014) - [j49]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): 1369-1377 (2014) - 2013
- [j48]Hung-Chun Lin, Chao-Ton Su:
A selective Bayes classifier with meta-heuristics for incomplete data. Neurocomputing 106: 95-102 (2013) - [j47]Yan-Cheng Chen, Chao-Ton Su, Taho Yang:
Rule extraction from support vector machines by genetic algorithms. Neural Comput. Appl. 23(3-4): 729-739 (2013) - 2012
- [j46]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: 212498:1-212498:8 (2012) - [j45]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): 12918-12925 (2012) - [j44]Li-Fei Chen, Chao-Ton Su, Kun-Huang Chen:
An improved particle swarm optimization for feature selection. Intell. Data Anal. 16(2): 167-182 (2012) - [j43]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): 1543-1551 (2012) - [j42]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): 2387-2399 (2012) - [j41]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): 1492-1500 (2012) - [j40]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): 2087-2096 (2012) - [j39]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): 2127-2135 (2012) - [j38]Chao-Ton Su, Yan-Cheng Chen:
Rule extraction algorithm from support vector machines and its application to credit screening. Soft Comput. 16(4): 645-658 (2012) - [j37]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): 320-329 (2012) - 2011
- [j36]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): 7828-7836 (2011) - [j35]Chao-Ton Su, Hung-Chun Lin:
Applying electromagnetism-like mechanism for feature selection. Inf. Sci. 181(5): 972-986 (2011) - [j34]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): 283-289 (2011) - [j33]Chao-Ton Su, Cheng-Jung Yeh:
Optimization of the Cu wire bonding process for IC assembly using Taguchi methods. Microelectron. Reliab. 51(1): 53-59 (2011) - [j32]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): 1245-1250 (2011)
2000 – 2009
- 2009
- [j31]Chao-Ton Su, Yu-Hsiang Hsiao:
Multiclass MTS for Simultaneous Feature Selection and Classification. IEEE Trans. Knowl. Data Eng. 21(2): 192-205 (2009) - [j30]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): 690-704 (2009) - 2008
- [j29]Chao-Ton Su, Chien-Hsin Yang:
Feature selection for the SVM: An application to hypertension diagnosis. Expert Syst. Appl. 34(1): 754-763 (2008) - [j28]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): 2693-2703 (2008) - [j27]Long-Sheng Chen, Chao-Ton Su:
Using granular computing model to induce scheduling knowledge in dynamic manufacturing environments. Int. J. Comput. Integr. Manuf. 21(5): 569-583 (2008) - 2007
- [j26]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): 1066-1083 (2007) - [j25]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): 105-130 (2007) - [j24]Chao-Ton Su, Yu-Hsiang Hsiao:
An Evaluation of the Robustness of MTS for Imbalanced Data. IEEE Trans. Knowl. Data Eng. 19(10): 1321-1332 (2007) - 2006
- [j23]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): 412-423 (2006) - [j22]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): 1075-1092 (2006) - [j21]Chao-Ton Su, Long-Sheng Chen, Yuehwern Yih:
Knowledge acquisition through information granulation for imbalanced data. Expert Syst. Appl. 31(3): 531-541 (2006) - 2005
- [j20]Rong Jea, Jin-Lung Lin, Chao-Ton Su:
Correlation and the time interval in multiple regression models. Eur. J. Oper. Res. 162(2): 433-441 (2005) - [j19]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): 1132-1140 (2005) - [j18]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): 1303-1309 (2005) - [j17]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): 198-206 (2005) - [j16]Chao-Ton Su, Jyh-Hwa Hsu:
An Extended Chi2 Algorithm for Discretization of Real Value Attributes. IEEE Trans. Knowl. Data Eng. 17(3): 437-441 (2005) - 2004
- [j15]C.-S. Shi, Chao-Ton Su:
Integrated inventory model of returns-quantity discounts contract. J. Oper. Res. Soc. 55(3): 240-246 (2004) - 2003
- [j14]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): 113-122 (2003) - [j13]Tai-Lin Chiang, Chao-Ton Su:
Optimization of TQFP molding process using neuro-fuzzy-GA approach. Eur. J. Oper. Res. 147(1): 156-164 (2003) - [j12]Yeou-Ren Shiue, Chao-Ton Su:
An enhanced knowledge representation for decision-tree based learning adaptive scheduling. Int. J. Comput. Integr. Manuf. 16(1): 48-60 (2003) - [j11]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): 215-226 (2003) - [j10]Te-King Chien, Tien-Hsiang Chang, Chao-Ton Su:
Did your efforts really win customers' satisfaction? Ind. Manag. Data Syst. 103(4): 253-262 (2003) - [j9]Chao-Ton Su, Tai-Lin Chiang:
Optimizing the IC wire bonding process using a neural networks/genetic algorithms approach. J. Intell. Manuf. 14(2): 229-238 (2003) - 2002
- [j8]Te-King Chien, Chin-Ho Su, Chao-Ton Su:
Implementation of a customer satisfaction program: a case study. Ind. Manag. Data Syst. 102(5): 252-259 (2002) - [j7]Chao-Ton Su, Hyh-Hwa Hsu, Chih-Hung Tsai:
Knowledge Mining from Trained Neural Networks. J. Comput. Inf. Syst. 42(4): 61-70 (2002) - [j6]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): 922-926 (2002) - [j5]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): 53-61 (2002) - 2001
- [j4]Chao-Ton Su, Mu-Chen Chen, Guang-Chih Cheng:
TQM in Taiwan's computer and its peripheral industry. Ind. Manag. Data Syst. 101(7): 357-362 (2001) - 2000
- [j3]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): 133-148 (2000) - [j2]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): 217-227 (2000) - [j1]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): 1543-1549 (2000)
1990 – 1999
- 1998
- [c1]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: 74-80
Coauthor Index
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