Chao-Ton Su - researchr alias

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Viewing Publication 1 - 56 from 56

2022

Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approachYeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su. ijcim, 35(10-11):1188-1204, 2022. [doi]

Enhancing ensemble diversity based on multiscale dilated convolution in image classificationGui-Rong You, Yeou-Ren Shiue, Chao-Ton Su, Qing-Lan Huang. isci, 606:292-312, 2022. [doi]

2021

Balancing accuracy and diversity in ensemble learning using a two-phase artificial bee colony approachYeou-Ren Shiue, Gui-Rong You, Chao-Ton Su, Hua Chen. asc, 105:107212, 2021. [doi]

2020

Integrating MTS with bagging strategy for class imbalance problemsYu-Hsiang Hsiao, Chao-Ton Su, Pin-Cheng Fu. mlc, 11(6):1217-1230, 2020. [doi]

A Reinforcement Learning Approach to Dynamic Scheduling in a Product-Mix Flexibility EnvironmentYeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su. access, 8:106542-106553, 2020. [doi]

2018

MTSbag: A Method to Solve Class Imbalance ProblemsYu-Hsiang Hsiao, Chao-Ton Su, Pin-Cheng Fu, Mu-Chen Chen. iiaiaai 2018: 524-529 [doi]

Real-time scheduling for a smart factory using a reinforcement learning approachYeou-Ren Shiue, Ken-Chun Lee, Chao-Ton Su. candie, 125:604-614, 2018. [doi]

2016

Distance-based margin support vector machine for classificationYan-Cheng Chen, Chao-Ton Su. amc, 283:141-152, 2016. [doi]

2015

Location selection using fuzzy-connective-based aggregation networks: a case study of the food and beverage chain industry in TaiwanFang-Fang Wang, Li-Fei Chen, Chao-Ton Su. nca, 26(1):161-170, 2015. [doi]

2014

A new particle swarm feature selection method for classificationKun-Huang Chen, Li-Fei Chen, Chao-Ton Su. jiis, 42(3):507-530, 2014. [doi]

Improving the reliability of electronic paper display using FMEA and Taguchi methods: A case studyChao-Ton Su, Hung-Chun Lin, Po-Wen Teng, Taho Yang. mr, 54(6-7):1369-1377, 2014. [doi]

2013

Rule extraction from support vector machines by genetic algorithmsYan-Cheng Chen, Chao-Ton Su, Taho Yang. nca, 23(3-4):729-739, 2013. [doi]

A selective Bayes classifier with meta-heuristics for incomplete dataHung-Chun Lin, Chao-Ton Su. ijon, 106:95-102, 2013. [doi]

2012

Particle swarm optimization for feature selection with application in obstructive sleep apnea diagnosisLi-Fei Chen, Chao-Ton Su, Kun-Huang Chen, Pa-Chun Wang. nca, 21(8):2087-2096, 2012. [doi]

An improved particle swarm optimization for feature selectionLi-Fei Chen, Chao-Ton Su, Kun-Huang Chen. ida, 16(2):167-182, 2012. [doi]

Applying HFMEA to Prevent Chemotherapy ErrorsChia-Hui Cheng, Chia-Jen Chou, Pa-Chun Wang, Hsi-Yen Lin, Chi-Lan Kao, Chao-Ton Su. jms, 36(3):1543-1551, 2012. [doi]

Parameter optimization of continuous sputtering process based on Taguchi methods, neural networks, desirability function, and genetic algorithmsHung-Chun Lin, Chao-Ton Su, Chi-Ching Wang, Bing-Hung Chang, Rei-Cheng Juang. eswa, 39(17):12918-12925, 2012. [doi]

Optimization of the bistability property for flexible display by an integrated approach using Taguchi methods, neural networks and genetic algorithmsChao-Ton Su, Chia-Ming Lin, C. Alec Chang. mr, 52(7):1492-1500, 2012. [doi]

Data Mining Techniques for Assisting the Diagnosis of Pressure Ulcer Development in Surgical PatientsChao-Ton Su, Pa-Chun Wang, Yan-Cheng Chen, Li-Fei Chen. jms, 36(4):2387-2399, 2012. [doi]

Integrated fuzzy-connective-based aggregation network with real-valued genetic algorithm for quality of life evaluationChao-Ton Su, Fang-Fang Wang. nca, 21(8):2127-2135, 2012. [doi]

Rule extraction algorithm from support vector machines and its application to credit screeningChao-Ton Su, Yan-Cheng Chen. soco, 16(4):645-658, 2012. [doi]

Parameter Optimization Design for Touch Panel Laser Cutting ProcessChao-Ton Su, Yu-Hsiang Hsiao, Chia-Chin Chang. tase, 9(2):320-329, 2012. [doi]

Prediagnosis of Obstructive Sleep Apnea via Multiclass MTSChao-Ton Su, Kun-Huang Chen, Li-Fei Chen, Pa-Chun Wang, Yu-Hsiang Hsiao. cmmm, 2012, 2012. [doi]

2011

An Adaptive Forecast-Based Chart for Non-Gaussian Processes Monitoring: With Application to Equipment Malfunctions Detection in a Thermal Power PlantChun-Chin Hsu, Chao-Ton Su. tcst, 19(5):1245-1250, 2011. [doi]

An Application of Artificial Immune Recognition System for Prediction of Diabetes Following Gestational DiabetesHung-Chun Lin, Chao-Ton Su, Pa-Chun Wang. jms, 35(3):283-289, 2011. [doi]

Optimization of the Cu wire bonding process for IC assembly using Taguchi methodsChao-Ton Su, Cheng-Jung Yeh. mr, 51(1):53-59, 2011. [doi]

Applying electromagnetism-like mechanism for feature selectionChao-Ton Su, Hung-Chun Lin. isci, 181(5):972-986, 2011. [doi]

The application of rough set and Mahalanobis distance to enhance the quality of OSA diagnosisPa-Chun Wang, Chao-Ton Su, Kun-Huang Chen, Ning-Hung Chen. eswa, 38(6):7828-7836, 2011. [doi]

2009

Multiclass MTS for Saxophone Timbre Quality Inspection Using Waveform-shape-based FeaturesYu-Hsiang Hsiao, Chao-Ton Su. tsmc, 39(3):690-704, 2009. [doi]

Multiclass MTS for Simultaneous Feature Selection and ClassificationChao-Ton Su, Yu-Hsiang Hsiao. tkde, 21(2):192-205, 2009. [doi]

2008

Feature selection for the SVM: An application to hypertension diagnosisChao-Ton Su, Chien-Hsin Yang. eswa, 34(1):754-763, 2008. [doi]

A systematic methodology for the creation of Six Sigma projects: A case study of semiconductor foundryChao-Ton Su, Chia-Jen Chou. eswa, 34(4):2693-2703, 2008. [doi]

2007

Managing product and customer knowledge in innovative new product developmentChao-Ton Su, Yung-Hsin Chen, David Yung-Jye Sha. ijtm, 39(1/2):105-130, 2007. [doi]

An Evaluation of the Robustness of MTS for Imbalanced DataChao-Ton Su, Yu-Hsiang Hsiao. tkde, 19(10):1321-1332, 2007. [doi]

Performance evaluation of a multi-echelon production, transportation and distribution system: A matrix analytical approachFong-Fan Wang, Chao-Ton Su. eor, 176(2):1066-1083, 2007. [doi]

2006

Data mining for the diagnosis of type II diabetes from three-dimensional body surface anthropometrical scanning dataChao-Ton Su, Chien-Hsin Yang, Kuang-Hung Hsu, Wen Ko Chiou. cma, 51(6-7):1075-1092, 2006. [doi]

Knowledge acquisition through information granulation for imbalanced dataChao-Ton Su, Long-Sheng Chen, Yuehwern Yih. eswa, 31(3):531-541, 2006. [doi]

A neural network based information granulation approach to shorten the cellular phone test processChao-Ton Su, Long-Sheng Chen, Tai-Lin Chiang. cii, 57(5):412-423, 2006. [doi]

2005

2003

Optimization of TQFP molding process using neuro-fuzzy-GA approachTai-Lin Chiang, Chao-Ton Su. eor, 147(1):156-164, 2003. [doi]

Did your efforts really win customers satisfaction?Te-King Chien, Tien-Hsiang Chang, Chao-Ton Su. imds, 103(4):253-262, 2003. [doi]

A novel approach for optimizing the optical performance of the broadband tap couplerChih-Ming Hsu, Chao-Ton Su, Dirac Liao. ijsysc, 34(3):215-226, 2003. [doi]

Applying robust multi-response quality engineering for parameter selection using a novel neural-genetic algorithmTe-sheng Li, Chao-Ton Su, Tai-Lin Chiang. cii, 50(1):113-122, 2003. [doi]

An enhanced knowledge representation for decision-tree based learning adaptive schedulingYeou-Ren Shiue, Chao-Ton Su. ijcim, 16(1):48-60, 2003. [doi]

Optimizing the IC wire bonding process using a neural networks/genetic algorithms approachChao-Ton Su, Tai-Lin Chiang. jim, 14(2):229-238, 2003. [doi]

2002

Implementation of a customer satisfaction program: a case studyTe-King Chien, Chin-Ho Su, Chao-Ton Su. imds, 102(5):252-259, 2002. [doi]

Knowledge Mining from Trained Neural NetworksChao-Ton Su, Hyh-Hwa Hsu, Chih-Hung Tsai. jcis, 42(4):61-70, 2002. [doi]

Determination of the optimal burn-in time and cost using an environmental stress approach: a case study in switch mode rectifierCheng-Lin Wu, Chao-Ton Su. ress, 76(1):53-61, 2002. [doi]

2001

TQM in Taiwan s computer and its peripheral industryChao-Ton Su, Mu-Chen Chen, Guang-Chih Cheng. imds, 101(7):357-362, 2001. [doi]

2000

Minimization of the life cycle cost for a multistate system under periodic maintenanceChao-Ton Su, Cheng-Chang Chang. ijsysc, 31(2):217-227, 2000. [doi]

Optimization of parameter design: an intelligent approach using neural network and simulated annealingChao-Ton Su, Hsu-Hwa Chang. ijsysc, 31(12):1543-1549, 2000. [doi]

Multiaction maintenance subject to action-dependent risk and stochastic failureChao-Ton Su, Sung-Chi Wu, Cheng-Chang Chang. eor, 125(1):133-148, 2000. [doi]

1998

A novel neural network model using Box-Jenkins technique and response surface methodology to predict unemployment rateChih-Chou Chiu, Chao-Ton Su. ictai 1998: 74-80 [doi]

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1998

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