瀏覽人次: 1685004
基本資料   
范書愷 教授
Shu-Kai Fan
聯絡資料 實驗室連結: 電子信箱: morrisfan@ntut.edu.tw
聯絡電話:無
現職 臺北科大/工業工程與管理系
授課資訊 連結
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期刊論文   
  • "Automatic Vision-Based Grain Analysis of Multi-Crystalline Solar Wafers Using Hierarchical Region Growing", Engineering Optimization, 617-632, SCI, 2017/04/01
  • "Modeling and Monitoring Nonlinear Profile of Heat Treatment Process Data by Using A Hyperbolic Tangent Function Approach", Quality Engineering, 226-243, SCI, 2017/04/01
  • "Rainfall threshold assessment corresponding to the maximum allowable turbidity for source water", Water Environment Research, 2285-2291, SCI, 2017/01/01
  • "Wafer Fault Detection and Key Step Identification for Semiconductor Manufacturing Using Principal Component Analysis, AdaBoost and Decision Tree", Journal of Industrial and Production Engineering, 151-168, EI, 2016/06/01
  • "A New Multi-objective Particle Swarm Optimizer by Using Empirical Movement and Diversified Search Strategies", Engineering Optimization, 750-770, SCI, 2015/08/01
  • "Profile Monitoring of Reflow Process Using Approximations of Mixture Second-order Polynomials", Journal of Chemometrics, 815-833, SCI, 2015/01/01
  • "Establishment of turbidity forecasting model and early-warning system for source water turbidity management using back-propagation artificial neural network algorithm and probability analysis", Environment Monitoring and Assessment, 4925-4934, SCI, 2014/08/01
  • "A Trust Region Based Approach to Optimize Triple Response System", Engineering Optimization, 606-627, SCI, 2014/05/01
  • "Applying HBMO-based SOM in Predicting the Taiwan Steel Price Fluctuation", International Journal of Electronic Business Management, 1-14, EI, 2014/03/01
  • "Robust Multivariate Control Chart for Outlier Detection Using Hierarchical Cluster Tree in SW2", Quality and Reliability Engineering International, 971-985, SCI, 2013/11/01
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研討會論文   
  • "Construct a monitoring system for dealing with the profile in auto-correlated process", The 21st International Society for Business Innovation and Technology Management Conference, 威尼斯, 2017/05/03
  • "Double EWMA Run-to-Run Controller for High Mixed Product Mode", The 17th Asia Pacific Industrial Engineering & Management Systems Conference, Taipei, 2017/01/01
  • "A Potential Big Data Analytics Approach: Performance Evaluation of Random Forests Classification", The International Congress on Engineering and Information, Osaka, 2016/05/10
  • "Grain Segmentation of solar cell wafers using region growing", MakeLearn & TIIM 2015 International Conference, Bari, 2015/05/27
  • "Fault Detection and Identification of Semiconductor Manufacturing Processes by Using a Blind Source Separation Approach", APC Conference XXV, Ann Arbor, Michigan, 2013/10/14
  • "Using Hyperbolic Tangent Function for Nonlinear Profile Monitoring", IIE Asian Conference 2013, Taipei, 2013/07/18
  • "Full Fault Detection for Semiconductor Processes Using Independent Component Analysis", IIE Asian Conference 2013, Taipei, 2013/07/18
  • "An Entropy-based Method for Color Image Registration", VISAPP 2013, 巴塞隆納, 2013/02/21
  • "An image registration method based on combined normalized mutual information and distance transform", IIE Asian Conference 2012, 新加坡, 2012/06/28
  • "Advanced process control framework in Taiwan's semiconductor industry", IIE Asian Conference 2012, 新加坡, 2012/06/28
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指導學生論文   
學生姓名 畢業年度 論文名稱 摘要 連結
黃睿宇 105 利用影像處理技術篩選半導體關鍵參數與晶圓分類之研究
甘秀明 105 利用隨機森林法對半導體蝕刻製程 進行錯誤偵測之研究
古國鋒 105 IC良率與RMA失效預測模型研究- 以TFT LCD Driver IC為例
許寶勻 105 改善半導體黃光微影製程 曝光補償之研究
粘瀚唐 104 利用大數據方法對台灣ETC資料進行旅程時間的預測與預後修正
謝慶洲 104 影像尺寸測量儀之MSA及現瑒應用研究-以基恩士IM6225為例
黃宇平 104 創新智能客服之研究- 以航空公司訂位中心為例
蔡嘉銘 104 運用六標準差方法論改善膠盒 (Housing) 多膠品質問題之研究 - H精密股份有限公司為例
李家興 103 運用複合式方法監控具自我相關之非線性剖面製程
廖育翎 103 以產品為基礎之雙指數平滑控制器進行高混線批次控制之研究
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