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國立臺北科技大學 學術資源網

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田方治教授FANG-CHIH TIEN

現職:
臺北科大/工業工程與管理系
聯絡方式:

期刊論文

  • "Integrate weighted dependence and skewness based multiblock principal component analysis with Bayesian inference for large-scale process monitoring", Journal of the Taiwan Institute of Chemical Engineers, 119, 0, 6-22, 2021/02, SCI
  • "Automatic Reclaimed Wafer Classification Using Deep Learning Neural Networks", Symmetry, 12, 705, 19, 2020/05, SCI
  • "Automated thermal fuse inspection using machine vision and artificial neural networks", Journal of Intelligent Manufacturing, 2014/03, SCI
  • "Hybrid of artificial immune system and particle swarm optimization-based", Computers & Industrial Engineering, 64, 333-341, 2013/01, SCI
  • "Application of an artificial immune system-based fuzzy neural network to a RFID-based positioning system", Computers and Industrial Engineering, 38, 11, 2575-2596, 2012/11, SCI
  • "A single-featured EWMA-X control chart for detecting shifts in process mean and standard deviation", Journal of Applied Statistics, 11, 38, 2575-2596, 2011/11, SCI
  • "Measuring the Roundness of Silicon Wafers Using the HJ-PSO Algorithm", IEEE Transactions on Semiconductor Manufacturing, 1, 24, 80-88, 2011/02, SCI
  • "Invariant 2D object recognition using KRA and GRA", Expert System with Applications, 36, 11517-11527, 2009/03, SCI
  • "Using Backpropagation Neural Network for Face Recognition with 2D+3D Hybrid Information", Expert System with Applications, 35, 361-372, 2008/03, SCI
  • "Invariant 2D object recognition using eigenvalues of covariance matrices, re-sampling and autocorrelation", Expert System with Applications, 35, 1966-1977, 2008/01, SCI
  • "Face Recognition Using 2D and Disparity Eigenface", Expert System with Applications,, 2, 33, 265-273, 2007/02, SCI
  • "Solving Single Allocation Uncapacitated p-Hub Median Problem with Hybrid Genetic Algorithms", International Journal of Industrial Engineering, 13, 3, 237-241, 2006/05, SCI
  • "Part family formation through fuzzy ART2 neural network", Decision Support System, 42, 89– 103, 2006/05, SCI
  • "Part family formation through fuzzy ART2 neural network", Decision Support Systems, 1, 42, 89-103, 2006/01, SCI
  • "Using Eigenvalues of covariance matrices for automated visual inspection of microdrills", International Journal of Advanced Manufacturing Technology, 26, 741-749, 2005/01, SCI
  • "Solving Line-Feature Stereo Matching with Genetic Algorithms in Hough Space", Journal of the Chinese Institute of Industrial Engineering, 5, 21, 2004/09, EI
  • "Automated Visual Inspection of Microdrill for PCB production", International Journal of Production Research, 42, 15, 2004/08, SCI
  • "Self-organizing feature map for solving location-allocation problems with rectilinear distances", Computers and Operations Researc, 1, 31, 2004/07, SCI
  • "Computer aided inspection for substrate design", International Journal of Advance Manufacturing Technolog, 1, 23, 2004/06, SCI
  • "Development of an XML-based structural product retrieval system for virtual enterprises", International Journal of Production Research, 8, 42, 2004/06, SCI
  • "A boundary-based passive component inspection approach using eigenvalue of covariance matri", International Journal of Production Research, 17, 41, 2004/05, SCI
  • "Scanline-based Stereo Matching by Genetic Algorithms", International Journal of Production Research, 6, 42, 2004/03, SCI
  • "Using CAIP for inspection of substrate design", Journal of the Chinese Institute of Industrial Engineering, 2, 20, 2003/05, EI

研討會論文

  • "應用改良式異常檢測於鋼珠表面瑕疵檢測", 2023 中國工業工程學會年會暨學術研討會, 台中, 2023/12/09
  • "應用數位影像處理與 GauGAN 進行資料擴增於印刷電路板瑕疵檢測", 2023 中國工業工程學會年會暨學術研討會, 台中, 2023/12/09
  • "滑鼠觸控板瑕疵之檢測系統開發及異常檢測模型", 2023 中國工業工程學會年會暨學術研討會, 台中, 2023/12/09
  • "應用機器視覺與深度學習於鋼珠表面之瑕疵檢測", 2021 中國工業工程學會年會暨學術研討會, 台南, 2021/11/02
  • "2021中國工業工程學會年會暨學術研討會", 2021 中國工業工程學會年會暨學術研討會, 台南, 2021/11/02
  • "2021中國工業工程學會年會暨學術研討會", 2021 中國工業工程學會年會暨學術研討會, 台南, 2021/11/02
  • "整合獨立成分分析與廣義蓋似比檢定量於田納西伊斯曼流程失效偵測", 2017國際科學家大會, 莫斯科, 2017/07/05
  • "eclaim wafer defect classification using Large-scale BPNs with TensorFlow", 2017國際科學家大會, 莫斯科, 2017/07/05
  • "Reclaim wafer defect classification using backpropagation neural networks", Eminent Association of Researchers in Engineering & Technology, Kuala Lumpur, 2016/08/22
  • "Integrating PCA and GLR for Monitoring Autocorrelated Multivariate Processes", EAP 2016 Int’l Conferenc, Kuala Lumpur, 2016/08/22
  • "Automated Musculoskeletal Disorders Assessment Using OWAS and Kinect", AHFE 2014, Kraków, Poland 19-23 July 2014, Kraków, 2014/07/19
  • "應用Kinect 3D 感應器於動作分析研究", 人因研討會, 台中, 2014/03/29
  • "Integrating Taguchi Method and Durbin-Watson Statistic for Independent Component Selection: With Application to Etch Process Fault Detection", ICIM -2013, Sapporo, 2013/01/27
  • "應用機器視覺於精密鋼珠表面瑕疵檢測系統之整合", IE 研討會, 彰化, 2012/12/20
  • "THE RELATIONSHIP ANALYSIS BETWEEN IMPULSE BUYING AND REGRET FOR IMPULSE BUYING LATER", Business and Information 2012, Sapporo, 2012/07/03
  • "電腦作業人員傷害暴露監測分析", 工業工程年會, 台南, 2011/12/10
  • "Applying Machine Vision and Control Chart in Monitoring Mold Wearing", 工業工程年會, 台南, 2011/12/10
  • "Automated Visual Inspection for Thermal Fuse", 21st International Conference on Production Research, Stuguart, 2011/07/31
  • "應用真圓度量測於精密塑膠球", 2010 CIIE工業工程與管理年會暨學術研討會, 台南, 2010/12/25
  • "應用機器視覺於熱熔保險絲檢測", 2010 CIIE工業工程與管理年會暨學術研討會, 台南, 2010/12/25
  • "Design of Single-Featured EWMA-X Control Chart for Process Mean Shift Detection", 2nd International Conference on Applied Operational Research (ICAOR'10), Tuku, 2010/08/25
  • "USING GRA FOR 2D INVARIANT OBJECT RECOGNITION", 11th International Conference on Enterprise Information Systems, Milan, 2009/05/06
  • "Boundary-based Corner Detection using K-Cosine", Proceeding of the 2007 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2007) (EI), Montreal, 2007/10/07
  • "Applying particle swarm optimization algorithm to roundness measurement", Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, art, Montreal, 2007/10/07
  • "Automatic Inspection of Electric Contact Rivets Using Computer Vision", The Ninth International Conference on Automation Technology, Taipei, 2007/10/01
  • "Invariant Object Recognition Using Eigenvalues of Covariance Matrices and Autocorrelation", Proceeding of the Artificial Intelligence and Application (AIA 2007) (EI), Insbruck, 2007/02/02
  • "Using synchronous Hopfield neural network for stereo matching problem", The 36th International Conference on Computers and Industrial Engineering, Taipei, 2006/06/20
  • "Using synchronous Hopfield Neural Network for stereo matching", 21th WDSI Annual Conference, Hawaii, 2006/04/11
  • "2D+3D Face Recognition with PCA", The 3rd ANQ Congress and the 19th Asia Quality Symposium, 2005, 台北, 2005/09/21
  • "應用共變異矩陣及自相關係數不變性", 工業工程學會研討會, 台南, 2004/12/18
  • "整合區域自相關係數與小波轉換於臉部辨識系統", 工業工程學會研討會, 台南, 2004/12/18
  • "Using Asynchronous Hopfield Neural Network for Stereo Matching", The 9th Annual International Conference on Industrial Engineering Theory, Applications and Practice 研討會, Auckland, 2004/11/27
  • "Using Asynchronous Hopfield Neural Network for Stereo Matching", 9th Annual International Conference on Industrial Engineering Theory, Applications and Practice, Auckland, 2004/11/27
  • "AUTOMATED VISUAL INSPECTION FOR MICRODRILLS", The 8th Annual International Conference on Industrial Engineering The ory, Applications and, Las Vegas, 2003/11/10
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