GUH ,RUEY-SHIANG
Status Full-Time
Name GUH ,RUEY-SHIANG
Email
Office Tel No. 5710
Job Title Professor
Education Ph.D.,Manufacturing Engineering, Nottingham University, UK
Professional Fields Artificial Intelligence
單位 工業管理系
兼任主管 無
學歷 英國諾丁漢大學 製造工程與作業管理所 博士
學術專長及研究 品質管理、機器學習與資料探勘、品質工程、智慧型生產管理
Job Title 教授
Country School Name Department Degree
逢甲大學 工業工程系 學士
美國紐澤西理工學院 工業工程系 碩士
英國諾丁漢大學 製造工程與管理系 博士
Year Paper Title
2018 AN ARTIFICIAL NEURAL NETWORK-BASED CLASSIFIER ENSEMBLE APPROACH FOR ON-LINE RECOGNITION OF CONCURRENT CONTROL CHART PATTERNS, Journal of Quality, Feb. 2018
2017 Measuring machine-group flexibility: a case study for surface mount assembly line with different configurations, Journal of Industrial and Production Engineering, pp. 261-273, 2017
2016 On-Line Recognition of Mean Shifts in Multivariate Processes Using a Hybrid Artificial Bee Colony Algorithm/Classifier Ensemble-Based Approach, Journal of Quality, Dec. 2016
2014 Real-Time Monitoring of the Quality of Multivariate Processes with a SVM Based Classifier Ensemble Approach, 品質學報, pp. 427-454, 2014
2012 Development of machine learning–based real time scheduling systems: using ensemble based on wrapper feature selection approach, International Journal of Production Research, pp. 5887-5905, Oct. 2012
2012 Study on shop floor control system in semiconductor fabrication by self-organizing map-based intelligent multi-controller, Computers & Industrial Engineering, pp. 1119-1129, May. 2012
2011 Study of SOM-based intelligent multi-controller for real-time scheduling, Applied Soft Computing, pp. 4569-4580, Dec. 2011
2011 Effective recognition of control chart patterns in autocorrelated data using a supoort vector machine based approach, Computers & Industrial Engineering, pp. 1123-1134, Nov. 2011
2011 Economic design of x-bar control charts under preventive maintenance and Taguchi loss functions, Journal of Applied Operational Research, pp. 103-109, Aug. 2011
2011 Integrating genetic algorithm and decision tree learning for assistance in predicting in vitro ffertilization outcomes, Expert Systems with Applications, pp. 4437-4449, Apr. 2011
2011 The study of real time scheduling by an intelligent multi-controller approach, International Journal of Production Research, pp. 2977-2997, Mar. 2011
2010 Simultaneous process mean and variance monitoring with artificial neural networks, Computers and Industrial Engineering, pp. 739-753, May. 2010
2010 Fast and accurate recognition of control chart patterns using a time delay neural network, Journal of Industrial and Production Engineering, pp. 61-79, Jan. 2010
2009 GA-based learning bias selection mechanism for real-time scheduling systems, Expert Systems with Applications, pp. 11451-11460, Nov. 2009
2008 An effective application of decision tree learning for on-line detection of mean shifts in multivariate control charts, Computers & Industrial Engineering, pp. 475-493, Sep. 2008
2008 Real-time recognition of control chart patterns in autocorrelated processes using a learning vector quantization networl-based approach, International Journal of Production Research, pp. 3959-3991, Jul. 2008
2008 Effective pattern recognition of control charts using a dynamically trained learning vector quantization network, Journal of Industrial and Production Engineering, pp. 73-89, Jan. 2008
2007 On-line identification and quantification of mean shifts in bivariate processes using a neural network-based approach, Quality and Reliability Engineering Interantional, pp. 367-385, Apr. 2007
2006 Learning-based multi-pass adaptive scheduling for a dynamic manufacturing cell environment, Robotics and Computer Integrated Manufacturing, pp. 203-216, Jul. 2006
2006 The optimization of attribute selection in decision tree-based production control system, International Journal of Advanced Manufacturing Technology, pp. 737-746, Apr. 2006
2005 On-line identification of control chart pattern using self-organising approaches, International Journal of Production Research, pp. 1225-1254, Nov. 2005
2005 A hybrid learning-based model for comprehensive recognition of control chart patterns, Computers & Industrial Engineering, pp. 35-62, May. 2005
2005 Real-time pattern recognition in statistical process control: A hybrid neural network/decision tree based approach, Journal of Engineering Manufacture, Proceedings of the Institute of Mechanical Engineers, Part B, pp. 283-298, Mar. 2005
2004 Integrating novelty detection, neural networks and conventional tools for pattern recognition in multivariate processes, Journal of Engineering Manufacture, Proceedings of the Institute of Mechanical Engineers, Part B, pp. 779-793, Oct. 2004
2004 Optimizing feedforward neural networks for control chart pattern recognition through genetic algorithms, International Journal of Pattern Recognition and Artificial Intelligence, pp. 75-99, Aug. 2004
2003 Integrating artificial intelligence into on-line statistical process control, Quality and Reliability Engineering International, pp. 1-20, Oct. 2003
2002 Effects of non-normality on neural network based control chart pattern recognition, Journal of Industrial and Production Engineering, pp. 13-22, Sep. 2002
2002 Robustness of the neural network based control chart pattern recognition system to non-normality, International Journal of Quality and Reliability Management, pp. 97-112, Aug. 2002
2001 Integrating artificial neural network and expert system for effective on-line statistical process control, Journal of Quality, pp. 127-152, Dec. 2001
1999 Recognition of control chart concurrent patterns using a neural network approach, International Journal of Production Research, pp. 1743-1765, Jun. 1999
Year Paper Title
2016 以SPSS應用為例之台北微笑單車Ubike 使用行為及偏好, 2016產業創新研討會, May. 26, 2016, TWN中華民國(臺灣)
2013 顧瑞祥，李侑霖, 應用二維品質模式與IPA分析於輪胎製造業服務品質之研究-以正新輪胎為例, 2013年工業工程學會年會暨學術研討會, Dec. 06, 2013, TWN中華民國(臺灣)
2012 應用田口實驗設計法最佳化於SMT印刷之研究, 2012工業工程學會年會暨學術研討會, Dec. 14, 2012, TWN中華民國(臺灣)
2012 電子網路下單服務品質與滿意度之研究-以國泰世華公司個案為例, 2012工業工程學會年會暨學術研討會, Dec. 14, 2012, TWN中華民國(臺灣)
2011 應用田口實驗設計於環保旅館備品最佳配置之研究, 2011國際品質管理研討會, Nov. 04, 2011
2010 F.J. Yu, Y.H. lin and R.S. Guh, Economic design for x-bar control charts under preventive maintenance and Taguchi loss function., The 2nd International Conference on Applied Operational Research (ICAOR'10), Aug. 24-26, 2010, FIN芬蘭共和國
2010 Applications of quality function deployment and fuzzy theory – Carbon-reduction food, The 2010 Conference on Innovation of Industry Management, Jul. 06-09, 2010
2008 In vitro fertilization data analysis using a data mining based approach, Proceedings of the CIIE National Conference 2008, Dec. 12, 2008
2008 Real-time pattern recognition of control charts in autocorrelated processed using support vector machine, Proceedings of the 44rd Annual Conference of CSQ & 14rd NQMS, Nov. 07, 2008
2007 Control chart pattern discrimination by support vector machine, 第13屆全國品質管理研討會, Nov. 09, 2007
2005 Real-time pattern recognition of control charts in autocorrelated processes using a learning vector quantization network-based approach, Proceedings of the CIIE National Conference 2005, Nov. 16, 2005
2005 Real-time recognition of control chart patterns through a data mining based approach, Proceedings of the 41st Annual Conference of CSQ & 11st NQMS, Sep. 20-21, 2005
2004 The optimization of feature selection in decision tree-based FMS, Proceedings of the Fifth Asia-Pacific Industrial Engineering and Management Systems Conference 2004 & The Seventh Asia-Pacific Division Meeting of the International Foundation of Production Research, Nov. 12-13, 2004
Project Category Year Project Title Job Title Period
其他單位產學計畫 2025 電動自行車零組件製造碳盤查加值應用服務計畫 主持人 2025.02 ~ 2025.08
其他單位產學計畫 2025 金屬成型製造碳盤查加值應用服務計畫 主持人 2025.02 ~ 2025.08
其他單位產學計畫 2024 工具機零組件製造14064-1碳盤查應用加值服務計畫 主持人 2024.03 ~ 2024.09
企業產學計畫(含公營及私人企業) 2024 ACS-輔導執行2023年組織型溫室氣體盤查及完成第三方(TUV NORD)外部查證委託勞務 主持人 2024.02 ~ 2024.10
其他單位產學計畫 2023 螺絲扣件工業 14064-1 碳盤應用服務計畫 主持人 2023.03 ~ 2023.10
其他單位產學計畫 2022 協助建構製造體系智慧科技導入指引委託勞務 主持人 2022.09 ~ 2023.01
其他單位產學計畫 2021 精實管理應用產業博士學位學程 主持人 2021.07 ~ 2024.07
其他單位產學計畫 2021 金全益公司精實管理蹲點診斷服務計畫(24A) 主持人 2021.04 ~ 2021.10
其他單位產學計畫 2021 元翎精密工業精實管理蹲點診斷服務計畫(25A) 主持人 2021.04 ~ 2021.10
企業產學計畫(含公營及私人企業) 2020 ACS-應用精實無動力精巧機構於智慧製造之研究 主持人 2020.07 ~ 2024.07
企業產學計畫(含公營及私人企業) 2019 ACS-應用精實管理工具於生產物料管理部門備料作業效率改善之研究 主持人 2019.02 ~ 2020.02
企業產學計畫(含公營及私人企業) 2018 ACS-應用精實管理手法於生產作業現場效率提升之研究 主持人 2018.08 ~ 2019.02
企業產學計畫(含公營及私人企業) 2018 ACS-應用精實生產系統於自行車攜行架產業之實證研究 主持人 2018.03 ~ 2018.08
企業產學計畫(含公營及私人企業) 2017 ACS-精實生產現場作業合理化改善分析 主持人 2017.08 ~ 2018.02
政府學術研究計畫-科技部專題研究計畫 2017 科技部106年度 【 整合群體智慧技術於動態學習類神經網路為基之線上即時製程監控模式之研究 】 主持人 2017.07 ~ 2018.07
其他單位產學計畫 2017 精密機械精實生產管理跨域人才培育計畫 共同(協同)主持人 2017.01 ~ 2017.12
政府學術研究計畫-科技部專題研究計畫 2016 科技部105年度 【 應用適應性慣量粒子群最佳化演算法於集成式分類技術為基之混合型管制圖形狀的線上即時辨識模式之研究 】學門名稱：生產系統規劃與管制 主持人 2016.07 ~ 2017.07
其他單位產學計畫 2015 我國公用自行車相關資料分析與調查 共同(協同)主持人 2015.09 ~ 2015.11
政府學術研究計畫-國科會專題研究計畫 2015 科技部104年度 【 整合超學習及異質集成式分類技術於人工生殖治療結果之輔助診斷與預測 】學門名稱：資訊系統 主持人 2015.07 ~ 2016.07
校內補助案 2014 103年鼓勵性計畫【整合適應性粒子群最佳化演算法與動態學習的資料探勘技術於線上即時監控製程異常之研究】 主持人 2014.07 ~ 2015.07
政府學術研究計畫-國科會專題研究計畫 2013 國科會102年度 【 應用以蜂群演算法最佳化之異質集成式分類於線上即時監控多變量製程之研究 】 主持人 2013.07 ~ 2014.07
政府學術研究計畫-國科會專題研究計畫 2012 應用集成式分類技術於機器學習方法為基之線上即時製程監控與分析模式之研究 主持人 2012.07 ~ 2013.07
政府學術研究計畫-國科會專題研究計畫 2011 應用集成式分類技術於機器學習方法為基之線上即時製程監控與分析模式之研究 主持人 2011.07 ~ 2013.07
政府學術研究計畫-國科會專題研究計畫 2010 製程數據的非常態性與背景噪音對以資料探勘技術為基礎之線上即時製程監控系統績效影響之研究 主持人 2010.07 ~ 2011.07
政府學術研究計畫-國科會專題研究計畫 2009 應用資料探勘技術於以人工生殖技術治療不孕症之輔助診斷及結果預測 主持人 2009.07 ~ 2010.07
政府學術研究計畫-科技部專題研究計畫 2008 應用支援向量機與類神經網路構建以資料特徵值為基礎之多變量製程線上即時監控系統 主持人 2008.07 ~ 2009.07
政府學術研究計畫-科技部專題研究計畫 2007 應用支援向量機與類神經網路構建以資料特徵值為基礎之多變量製程線上即時監控系統 主持人 2007.07 ~ 2008.07
國科會案件 2006 將資料探勘技術應用於監控自相關製程中平均值及變異數變化之研究 主持人 2006.07 ~ 2007.07
國科會案件 2005 應用資料探勘技術於多變量製程即時監控之研究 主持人 2005.07 ~ 2006.07
國科會案件 2004 將資料探勘技術應用於線上即時偵測與分析製程異常訊號之研究 主持人 2004.07 ~ 2005.07
國科會案件 2003 應用動態學習之時間延遲神經網路於製程異常的偵測與分析之研究 主持人 2003.07 ~ 2004.07
國科會案件 2002 偵測與分析管制圖異常之類神經網路模式應用於實際製程之研究(Ⅰ) 主持人 2002.07 ~ 2003.07
國科會案件 2002 Wiener裛變模式下排挑選問題的最無化設計(Ⅰ) 共同(協同)主持人 2002.07 ~ 2003.07
Publish Date Patent Title Patent Number Patent Country Authors
2015/06/10 腳踏車發電機構 新型第M508595號 國內 顧瑞祥,吳家宏,賴柏言
Year Paper Title
2024 HSU, CHIEN-CHIH, An empirical research of organization and product carbon footprint (ISO 14064-1 & 14067) using a machine tool parts manufacturing company, 2024
2023 Application of Big data analysis on the Prediction of the IVF success rate, 2023
2023 Apply the Analytic Hierarchy Process to Analyze Key Factors for Implementing Greenhouse Gas Inventory in Enterprises, 2023
2021 Integrals of Lean System Optimization With Improve Productivity By Karakuri-A Case Study of M Group Product Transfer Mechanism In Bulk, 2021
2019 Lean Management for Improving the Car Seat Manufacturing Process, 2019
2019 Applying value stream mapping in the lean improvement - Taking the production of clip-on bicycle carrying frames as an example, 2019
2019 Research on the Application of Sophisticated Value Innovation in the R & D and Improvement of Bicycle Carrier Frames - Taking Company B's US Towed Carrier Frame for Example, 2019
2019 Applying Lean Techniques to Improve the Efficiency of Car Roof Luggage Racks Assembly, 2019
2019 Lean smart carrier application - A case study of GSK group production line, 2019
2019 Research on the Application of Lean Thinking to the Improvement of Cleanliness Quality of High-Pressure Cartridge, 2019
2019 Research on the Integration of Lean Production and Fuzzy Theory in Process Improvement-Take the Gas Filling Process Quality of High-Pressure Gas Small Steel Cylinder As an Example, 2019
2019 Research on the Application of Lean Value Thinking in the R & D Phase of New Products - Taking M Company C Product as an Example, 2019
2019 Research on Applying Lean Production Management to Reduce Process Time and Reduce Line-side Warehouse Inventory, 2019
2019 Research on Applying Lean Production Applying Lean Management to Ensure Machine Reliability – Take the High Pressure Cryogenic Safety Valve as an Example, 2019
2019 Research on Improving Equipment Capacity and Reducing Cost by Applying Lean Production System - A Case Study on the Development of A New Type of Automatic Cap Assembling Machine, 2019
2019 Study on the Benefits of Introducing the Manufacturing Execution System into the Gas Generator Manufacturing Process Through Lean Production - Taking M Company I Product as an Example, 2019
2019 Research on the Application of Lean Innovation in Product Research and Development-Take M Company A Product as An Example, 2019
2018 Research of the Combination of Automobile Industry Quality and Taiwan Textile Industry Competition Strategy, 2018
2018 The application of Cell Production layout－A case study of trunk type bike carrier assembly line, 2018
2018 Research on Production Line Balance and Production Line Arrangement-A case study of Automobile Sleigh frame assembly, 2018
Ren-Fang Li, Optimizing Green Hotel Amenities Using Taguchi Method
Kuan-Ting Liu, Using Meta-Learning for Improving Bagging Accuracy
YAN -YA HE, The Research of High Structure Work Laborer Safety - Take The Electric Transport Industry As an Example
Yu-Lin Li, Applying Two-Dimension Quality Model and IPA analysis on the Service Quality of Tire Manufacturer：A Case Study of Cheng-Shin Tire Company
Wei-Yi Chen, A Study of Using Dagging Ensemble Learning Algorithm for Improving Classification Accuracy
Wei-Yang Hsu, Using Kano and IPA to Investigate Education Service Quality： A University of Technology of Department of Industrial Management
Qian-Yuan Lin, Using Adaboosting Ensemble Algorithms for Improving Classification Accuracy
Yao-Ching Huang, The Feasibility of Applying Toyota Production System to the Small and Medium-Size Enterprises
Yu-Ren Huang, Using Random Forest、RIPPER and Decision Tree In Data Mining for predicting With In Vitro Fertilization Success Rate
Chun-Chia Hsu, A study of Taipei smile cycling Ubike usage behavior and preferences
Zhen Lin, Apply IPA to Investigate Customer Satisfaction：A Case Study on PX Mart, Linsen Branch, Huwei
Po-Yen Lai, A Study of Bicycle Power Generation Mechanism Based on Lean Value Innovation
Cheng-Hsu Chung, A Study of Outcome Prediction of IVF throughClassifier Ensemble Approach
Hsiu-Ching Kuo, On-line control chart pattern recognize suing support vector machines and statistical features
Ming-Ray Hwa, Applying Analytic Hierarchy Process（AHP）to Improve the Quality of Learning – in Middle Taiwan Secondary School Students
Heng-Sheng Lin, A Research of Quality Service and Satisfaction for Stock Trading- A Case Study of C Company
Chia-Hsiang Liao, The Research of SMT Printing By Applying Taguchi Design of Experiment Optimization
Jen-Teng Liu, An Application of AHP and Grey Relational Analysis to Selection of Auto Optical Inspect Supplier : A Case Study of U Company
Cheng-Hung Lai, Combining with IPA and QFD Model to Explore theSatisfaction : A Case Study of CST Company
Tsung-Kun Kuo, Combination of Conjoint Analysis and Response Surface Methodology to Standardization of Green Hotel Amenities
Yu-Shan Wu, A Study Incorporating Data Mining Technologies into Data Classification
Chih-Tsung Hung, Application of Taguchi Method in the Vacuum Sputtering System for the Best Film Thickness Uniformity Parameters
Ya-Xiang Zhang, IDENTIFYING PROCESS NON-RANDOMNESS THROUGH A DYNAMICALLY TRAINED NEURAL NETWORK
Hsiu-Wen Hsu, Real-time Pattern Recognition of Control Charts Patterns in Autocorrelated Process by a Data Mining Based Approach
Yi-Cheng Ho, Real-time Pattern Recognition of Control Charts Patterns by a Decision Tree
Chien-Chia Shih, Using Data Mining Technology for In Vitro Fertilization Success Rate of Prediction and Diagnosis
Shih-Hao Chiang, Combination of Neural Network and Genetic Algorithm for On-line Control Chart Pattern Recognition
Yi-Yun Tai, Optimizing Green B&B Amenities Using Taguchi Design Experiment
ZHAN, KAI-YAN, The Application of Data Mining to Sales Forecasting- A Case Study of Bike Carriers Products in K Company
HUANG, JYUN-KAI, Application of lean production 5S management to improve productivity-A case study of K company
QIU, JIN-YI, Application of Lean Six Sigma to Reduce the Cost of Production Line Rework - A Case Study of Central Assembly Processing Factory
ZHOU, YANG-JUN, Use of Industrial Engineering Techniques and Improve Issues of Work Place with Vehicle Pet Bezel Assembly Line Example
Kuang-Yu Lo, Comparison of Performance Using Artificial Neural Network and Support Vector Machine in On-line Control Chart Pattern Recognition
WANG, HAO-XUAN, The establishment of U-shape assembly line with multi-tasking operators－A case study of railing rack assembly line
Meng-Feng Hsieh, Applying FMEA for Design of SMT Process
Bi-Ru Liao, Applying SPC in the Current Good Manufacturing Practice (cGMP) Methods-An Example of Purify Water System Validation
Rong-Dian Lee, The Application of IPA and QFD to Explore the Satisfaction - A Study of S. Company
Chiao-Fu Hu, The Application of PDCA Cycle & QC Engineering Graphics:A Case Study of Machine Tools Quality of A Company
Chih-Yu Kuo, A Study of Using Ensemble Learning Algorithms for Improving Accuracy
Chien-Ju Peng, Study on Application of Using Boosting for Improving Accuracy
Pei-Fu Huang, A Study on the Marketing Strategies of Organic Agricultural Products:A Case Study of Organic Rice in Yunlin Branch of Taiwan Sugar Corporation
Chang-Hsuan Hslao, The Application of Artificial Intelligence Technology to Predict the Success Rate of In Vitro Fertilization Treatment
Ting-Feng Kuo, The Study on the Optimum Attribute of Spare Part in Green B&B Using Conjoint Analysis and Response Surface Methodology
Jo -Yu Lee, Real-time Recognition of Control Chart Patterns in Autocorrelated Processes Using Support Vector Machine