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國立臺北科技大學 學術資源網

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陳文輝教授CHEN WEN-HUI

現職：
臺北科大／自動化科技研究所
聯絡方式：

期刊論文

  • "Behavior analysis for increasing the efficiency of human–robot collaboration", Machines, 10, 1045, 1-23, 2023/01, SCI
  • "Supervised Object-Specific Distance Estimation from Monocular Images for Autonomous Driving", Sensors, 22, 22, 12, 2022/11, SCI
  • "Nonlocally adaptive image enhancement system for full-field optical coherence tomography", Optical Engineering, 60, 7, 1-17, 2021/07, SCI
  • "Implementation of Pavement Defects Detection System on Edge Computing Platform", Applied Sciences, 11, 8, 1-16, 2021/04, SCI
  • "Reinforcement Learning with Self-Attention Networks for Cryptocurrency Trading", Applied Sciences, 11, 16, 1-26, 2021/04, SCI
  • "Deep Reinforcement Learning for Portfolio Management on Markets with Dynamic Number of Assets", Expert Systems with Applications, 164, 2020/09, SCI
  • "應用深度學習於短期負載預測之研究", Journal of Advanced Engineering, 13, 3, 2018/10, EI
  • "A Big Data and Time Series Analysis Technology‐based Multi‐Agent System for Smart Tourism", Applied Sciences, 8, 6, 21, 2018/06, SCI
  • "Activity Recognition Using Transfer Learning", Sensors and Materials, 29, 7-1, 8, 2017/07, SCI
  • "APPLICATION OF SLOW INTELLIGENCE FRAMEWORK FOR SMART PET CARE SYSTEM DESIGN", International Journal of Software Engineering and Knowledge Engineering, 25, 12, 2016/01, SCI
  • "A Comparative Study of Fuzzy Conditional Random Fields for Bathroom Activity Recognition", Advanced Science Letters, 13, 1, 427-430, 2012/06, ELSE2
  • "A Novel FPGA-based Hand Gesture Recognition System", Journal of Convergence Information Technology, 7, 221-229, 2012/05, EI
  • "A Fuzzy-Grey Model for Non-stationary Time Series Prediction", Applied Mathematics & Information Sciences, 6, 1, 53-64, 2012/04, SCI
  • "Decentralized Fault Diagnosis and its Hardware Implementation for Distribution Substations", IEEE Transactions on Power Delivery, 27, 2, 902-909, 2012/04, SCI
  • "Online Fault Diagnosis for Power Transmission Networks Using Fuzzy Digraph Models", IEEE Transactions on Power Delivery, 27, 2, 688-698, 2012/04, SCI
  • "Data Preprocessing Using Hybrid General Regression Neural Networks and Particle Swarm Optimization for Remote Terminal Units", International Journal of Control, Automation, and Systems, 10, 2, 1-8, 2012/04, SCI
  • "Fault diagnosis for distribution substations using fuzzy sagittal mapping analysis", Journal of the Chinese Institute of Engineers, 35, 2, 129-140, 2012/03, SCI
  • "Fault diagnosis for distribution substations using fuzzy sagittal mapping analysis", Journal of the Chinese Institute of Engineers, 35, 2, 129-140, 2012/03, SCI
  • "Fault Section Estimation for Power Networks Using Logic Cause-effect Models", IEEE Transactions on Power Delivery, 26, 2, 963-971, 2011/04, SCI
  • "State-feedback stabilization for fuzzy bilinear uncertain system with disturbance via fuzzy control approach", International Journal of Systems Science, 1-10, 2011/04, SCI
  • "Fault Section Estimation Using Fuzzy Matrix-Based Reasoning Methods", IEEE Transactions on Power Delivery, 26, 1, 205-213, 2011/01, SCI
  • "Performance Quantification for Distribution System Restoration", Journal of the Chinese Institute of Engineers, 33, 4, 563-572, 2010/06, SCI
  • "Quantitative Decision-making Model for Distribution System Restoration", IEEE Transactions on Power Systems, 25, 1, 313-321, 2010/02, SCI
  • "Evolution strategy based optimal chiller loading for saving energy", Energy Conversion and Management, 50, 1, 132-139, 2008/10, SCI
  • "The Study on Alternative View in Grey Correlational Analysis", The Journal of Grey System, 10, 3, 193-206, 2008/06, ELSE1
  • "淺談智慧家電網路互聯技術", 零組件雜誌, 56-58, 2005/12, ELSE1
  • "變電設備點檢維修價格合理化之研究", 臺電工程月刊, 686, 45-61, 2005/10, ELSE1
  • "A Grey-Based Approach for Distribution Network Reconfiguration", Journal of the Chinese Institute of Engineers, 28, 5, 795-802, 2005/09, SCI
  • "Distribution System Restoration Using the Hybrid Fuzzy-Grey Method", IEEE Transactions on Power Systems, 20, 1, 199-205, 2005/02, SCI
  • "Preference Ranking for Restoration Plans in Distribution Systems Based on Grey Relational Analysis", The Journal of Grey System, 16, 4, 29-34, 2004/12, SCI
  • "A Novel Approach to Develop a Measurement Model for Restoration Plan in Power Distribution Systems", Journal of Chinese Institute of Electrical Engineering, 11, 3, 295-300, 2004/08, EI

研討會論文

  • "Improved ELBO-assisted Transformer for Skeleton-Based Action Recognition", The 26th IEEE International Conference on Intelligent Transportation Systems (ITSC), Bilbao, 2023/09/24
  • "Multi-Trajectory Prediction of Pedestrian based on Deep Neural Network Architecture", The 6th IEEE International Conference on Knowledge Innovation and Invention, Hokkaido, 2023/08/11
  • "Application of Trajectory Prediction Based on Deep Learning in Different Scenarios", The 15th International Conference on Advanced Computational Intelligence, Seoul, 2023/05/06
  • "Traffic accident prediction from dashcam videos based on the UString model", the 5th International Conference on Image Proc. and Machine Vision, Macau, 2023/01/13
  • "Monocular Supervised Metric Distance Estimation for Autonomous Driving Applications", The 22nd International Conference on Control, Automation and Systems (ICCAS), Busan, 2022/11/27
  • "Edge Computing-based Road Condition Detection Systems for Vehicular Applications", Proceedings of the 9th IIAE International Conference on Intelligent Systems and Image Processing, Kobe, Japan, 2022/09/05
  • "Implementation of a Real-time Uneven Pavement Detection System on FPGA Platforms", 2022 IEEE International Conference on Consumer Electronics - Taiwan, Taipei, 2022/07/06
  • "Traffic Accident Prediction from Dashcam Videos Based on the UString Model", The 5th International Conference on Image Processing and Machine Vision, Macau, 2022/01/13
  • "Pedestrian Trajectory Prediction for Driving Assistance", The 5th International Conference on Image Processing and Machine Vision, Macau, 2022/01/13
  • "注意力模型於行為辨識影響之研究", 2021工程科技技術應用研討會, 新竹, 2021/12/17
  • "Exploration of sensor-based activity recognition based on time series feature extraction", the 8th International Conference on Intelligent Systems and Image Processing, Kobe, 2021/09/06
  • "基於深度學習之嵌入式動作偵測系統", 25屆人工智慧研討會, 台北, 2020/12/03
  • "Pothole Detection and Avoidance via Deep Learning on Edge Devices", International Automatic Control Conference, Hsinchu, 2020/11/04
  • "Human Activity Recognition with Data Augmentation Based on Conditional Generative Adversarial Networks", The 13th International Conference on Computer Science and Information Technology, Amsterdam, 2020/10/14
  • "Self-Attention Networks for Human Activity Recognition Using Wearable Devices", IEEE SMC, Toronto, 2020/10/11
  • "A Lightweight Pedestrian Detection Model for Edge Computing Systems", The 17th International Conference on Distributed Computing and Artificial Intelligence, L'Aquila, 2020/06/16
  • "Integrating Multiscale Deformable Part Models and Convolutional Networks for Pedestrian Detection", The 6th International Conference on Vehicle Technology and Intelligent Transport Systems, Prague, 2020/05/02
  • "應用於行人偵測之深度多尺度可變形部件模型", 第二十四屆車輛工程學術研討會, 台南市永康, 2019/11/29
  • "修改與評估嵌入式平台之行人偵測模型", 第二十四屆車輛工程學術研討會, 台南市永康, 2019/11/29
  • "基於神經網路之駕駛行為與頭部影像辨識", 第二十四屆車輛工程學術研討會, 台南市永康, 2019/11/29
  • "基於深度學習之即時嵌入式行人偵測系統", 第二十四屆車輛工程學術研討會, 台南市永康, 2019/11/29
  • "木馬殺技巧與惡意程式分析報告研究", 第28屆國防科技學術研討會, 桃園大溪, 2019/11/22
  • "Adaptive Backstepping-Based Terminal Sliding Mode Control for Hydro-Turbine Governor Control Design Considering Energy Losses Minimization", IEEE Int. Conf. Advanced Robotics and Mech, Osaka, 2019/07/03
  • "Comparisons of Machine Learning Algorithms for Driving Behavior Recognition Using In-Vehicle CAN Bus Data", the 9th International Conference on Informatics, Electronics & Vision, Spokane, 2019/05/30
  • "利用卷積神經網路及循環神經網路構建惡意程式分類", 第二十九屆全國資訊安全會議, 台中, 2019/05/23
  • "3D Object Pose Estimation Using the Hybrid Mask-RCNN and Iterative Closest Point Approach", The 15th International Confernce on Automation Technology, Taichung, 2018/12/06
  • "Learning by Competition: Dual Discriminator Generative Adversarial Networks", The 6th International Conference on Intelligent Systems and Image Processing, Matsue, 2018/09/10
  • "Implementation of In-Home Activity Recognition Based on Web Service and Machine Learning Approaches", The 6th International Conference on Intelligent Systems and Image Processing, Matsue, 2018/09/10
  • "Application of micro hydro turbine power generation systems", THE 2017 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY 2017), Kenting, 2017/11/12
  • "An Ensemble Approach to Activity Recognition Based on Binary Sensor Readings", IEEE International Conference on e-Health Networking, Application & Services, 大連, 2017/10/12
  • "LSTM-RNNs Combined with Scene Information for Human Activity Recognition", IEEE International Conference on e-Health Networking, Application & Services, 大連, 2017/10/12
  • "智慧型手機感測器結合學習演算法之雲端居家行為辨識系統", 2017台灣軟體工程研討會, 台中, 2017/07/07
  • "應用類神經網路於頭頸姿態動作識別", 2017電子信號與通訊創新科技研討會, 高雄, 2017/05/26
  • "以灰預測為基礎之物體運動軌跡探討", 第24屆全國自動化科技研討會, Taichung, 2016/11/04
  • "Adaptive Machine Learning on Activity Recognition Using Wearable Devices", the 24th Conference on Automation Technology, Taichung, 2016/11/04
  • "Activity Recognition Using Transfer Learning", The Fifth International Multi-Conference on Engineering and Technology Innovation 2016 (IMETI2016), Taichung, 2016/10/28
  • "Hybrid Predictive Current-Mode Control for Power Factor Corrector with On-line Parameter Tuning", 2016 INDUSTRIAL ELECTRONICS CONFERENCE, Florence, 2016/10/23
  • "Activity Recognition for Healthcare Based on Slow Intelligence Systems", Proceedings of the 4th IIAE International Conference on Intelligent Systems and Image Processing 2016, 京都, 2016/09/08
  • "Application of Slow Intelligence Framework for Smart Pet Care System Design", The 27th International Conference on Software Engineering and Knowledge Engineering, pittsburgh, 2015/07/06
  • "應用資料探勘技術於折舊費之滾動預測分析", 台灣智慧型機器人研討會, 台北, 2015/05/29
  • "以慢智慧系統為基礎之 慢智慧系統為基礎之居家環境監控系統", 2015 台灣智慧型機器人研討會, 台北, 2015/05/29
  • "應用轉移學習於居家環境行為辨識", 台灣智慧型機器人研討會, 台北, 2015/05/29
  • "藉由辨識家庭場景輔助行為之研究", 台灣智慧型機器人研討會, 台北, 2015/05/29
  • "以視覺為基礎之機器人場域辨識", 台灣智慧型機器人研討會, 台北, 2015/05/29
  • "應用整合學習於居家環境行為辨識", 台灣智慧型機器人研討會, 台北, 2015/05/29
  • "物聯網應用於室內照護與監控", ARIS/ NCAR 2015研討會, 台北, 2015/05/28
  • "A Study of Vision-Based Swimmer Tracking", 第十九屆行動計算研討會, 台南, 2014/08/26
  • "Applications of Slow Intelligence Frameworks for Energy-Saving Control", International Conference on Software Engineering and Knowledge Engineering, Vancouver, 2014/06/30
  • "結合灰關聯分析與模糊適應性共振理論於短期負載預測", 第十八屆行動計算研討會, 苗栗三義, 2013/08/27
  • "以無線感測網路架構空調之慢智慧節能控制", 第十八屆行動計算研討會, 苗栗三義, 2013/08/27
  • "Swimming Activity Recognition Based on Slow Intelligence Systems", The 25th International Conference on Software Engineering and Knowledge Engineering, Boston, 2013/06/27
  • "基於慢智慧架構之空調節能控制", 第八屆智慧生活科技研討會, 台中, 2013/06/07
  • "具傾斜校正功能之車牌辨識系統", 第十二屆離島資訊技術與應用研討會論文集, 金門, 2013/05/24
  • "A Slow Intelligence Framework for Human Behavior Recognition Using Wearable Cameras", the 18th International Conference on Distributed Multimedia Systems, Miami, 2012/08/09
  • "AES編解碼演算法於無線門禁系統之設計與實作", 系統科學與工程研討會, 基隆, 2012/06/16
  • "Implementation of Low-cost Vision-based Gesture Recognition Systems Based on FPGA Approach", International Symposium on Computer, Consumer and Control, Taichung, 2012/06/04
  • "應用隱藏馬可夫模型於偽鈔辨識之研究", 第七屆智慧生活科技研討會, 台中, 2012/06/01
  • "智慧型嵌入式系統於高齡照護之應用", 第七屆智慧生活科技研討會, 台中, 2012/06/01
  • "AES演算法於近距離無線通訊應用與實現", 第二十二屆資訊安全會議, 台中, 2012/05/30
  • "太陽能電池蝕刻率灰預測模式之建立", 第十六屆灰色系統理論與應用研討會, 高雄, 2011/12/10
  • "最佳化廣義迴歸類神經網路於預測模型之研究", 第十九屆模糊理論及其應用研討會, 虎尾, 2011/11/18
  • "Inddor Activity Recognition Based on Conditional Random Fields", The 11th International Conference on Automation Technology, 雲林, 2011/11/18
  • "Intelligent Assistive Systems Based on the Fusion of RFID and Computer Vision Technologies", International Conference on Information Science and Engineering, Yangzhou, 2011/09/29
  • "The Analysis of Human Judgment Accuracy Using Decision Tree Models", International Conference on Uncertainty Reasoning and Knowledge Engineering, Bali, 2011/08/04
  • "A Framework for Vision-based Swimmer Tracking", International Conference on Uncertainty Reasoning and Knowledge Engineering 2011, Bali, 2011/08/04
  • "Improving Temporal Error Concealment by GRNN in Video Communication", IEEE International Conference on Multimedia and Expo, Barcelona, 2011/07/11
  • "Noisy Data Regression Model Based on General Regression Neural Networks", IEEE International Conference on Fuzzy Systems, 台北, 2011/06/27
  • "人體骨架模型於姿態辨識應用之研究", 第六屆智慧生活科技研討會, 台中, 2011/06/03
  • "A Vedio Interactive User Interface Design of the Courseware for Children", 15th Global Chinese Conference on Computers in Education, Hangzhou, 2011/05/29
  • "模糊隱藏馬可夫模型於溺水辨識之研究", 第十屆離島資訊技術與應用研討會, 台東, 2011/05/13
  • "RFID 應用於健身房會員運動管理系統之設計與實作", 智慧型數位生活研討會, 台北, 2011/04/29
  • "An RFID-based approach to task assistance for people with dementia", Proceedings of 2010 Asia Pacific International Conference on RFID, 台北, 2010/12/02
  • "A vision-based system for improving hand hygiene in health care", International conference on Ubiquitous healthcare, 2010/10/28
  • "水產養殖用自動化監控系統之研製", 九十九年度農業工程研討會, 台灣台南, 2010/10/22
  • "A Fuzzy Relational Model for Fault Diagnosis", the Fourth IASTED International Conference on Computational Intelligence, Honolulu, Hawaii, 2010/08/17
  • "無線感測網路於休閒環境管理之應用", 第六屆全國學生休閒、觀光、遊憩學術論文研討會, 彰化, 2010/07/04
  • "A Generic Framework for the Design of Visual-based Gesture Control Interface", IEEE Conference on Industrial Electronics and Applications, Taichung, Taiwan, 2010/06/15
  • "Region-based Object Detection Approach for Varying Complex Backgrounds", International Conference of Technology Innovation and Smart Living, Taipei County, Taiwan, 2010/06/04
  • "A Region-based Object Detection Approach for Varying Complex Backgrounds", International Conference of Technology Innovation and Smart Living, 板橋, 2010/06/04
  • "與溫度無關的帶差參考電壓及參考電流晶片設計", 第四屆智慧型系統工程應用研討會, 台南, 2010/05/06
  • "基於視覺影像之平行停車輔助系統", 第16屆模糊理論及其應用研討會, 中壢, 2008/12/20
  • "以電腦視覺為基礎之智慧型溺水偵測系統", 第13屆人工智慧與應用研討會, 宜蘭, 2008/11/21
  • "灰關聯決策數據前處理的合理性探討", 第十二屆灰色系統理論與應用研討會, 宜蘭, 2007/11/30
  • "旅館業之耗能因子及負載預測分析", 第十二屆灰色系統理論與應用研討會, 宜蘭, 2007/11/30
  • "高速球柵陣列封裝互連之球位設計與安排", 2007年全國電信研討會, 台北, 2007/11/23
  • "自動化半導體廠電力系統之故障診斷", 第二屆智慧生活科技研討會(ILT2007), 台中, 2007/06/01
  • "A Novel Multi-agent Framework for the Design of Intelligent Homes", 4th International Conference on Information Technology, Las Vegas, Nevada, 2007/04/02
  • "植基於灰色理論之行動電話供應商管理庫存短期訂單預測", 第十一屆人工智慧與應用研討會, 高雄, 2006/12/15
  • "智慧型代理人技術於電力系統應用之研究", 中華民國第二十六屆電力工程研討會, 中壢, 2005/12/09
  • "灰預測模型於衛星漂移追蹤系統之應用", 第十屆人工智慧與應用研討會, 高雄, 2005/12/02
  • "Face recognition based on grey principal component analysis", The 18th IPPR Conference on Computer Vision, Graphics and Image Processing, Taipei County, 2005/08/21
  • "Removing Decaying DC Component in Fault Currents via a New Modify Discrete Fourier Algorithm", IEEE PES 2005 General Meeting, San Francisco, 2005/06/12
  • "An Agent-Based Fault Diagnosis System for Power System Operations", International Computer Symposium, Taipei, 2004/12/15
  • "低頻電力線載波技術於家庭自動化之應用", 第25屆電力工程研討會, 台南, 2004/11/19
  • "智慧家庭多代理人架構之設計與實作", 第12屆模糊理論及應用研討會, 宜蘭, 2004/11/12
  • "應用於配電系統復電調度之模糊決策支援系統", 第12屆模糊理論及應用研討會, 宜蘭, 2004/11/12
  • "A Novel Approach to Mulit-objective Network Reconfiguration", International Conference on Advanced Power System Automation and Protection, Jeju, 2004/10/25
  • "Genetic Algorithm Based Alarm Processing for Power Substations", International Conference on Advanced Power System Automation and Protection, Jeju, 2004/10/25
  • "應用SCP 與UPnP 建立智慧家庭之雛型", 第13 屆自動化科技研討會, 台北, 2004/06/18
  • "具聲納感測之自走車於避障與路徑規劃之應用", 第13 屆自動化科技研討會, 台北, 2004/06/18
  • "A Design Strategy for Multi-agent Based Intelligent Alarm Processor", 第13 屆自動化科技研討會, 台北, 2004/06/17
  • "The Application of Grey System Theory to Distribution System Service Restoration", The Joint Conference on AI, Fuzzy system, and Grey system, 台北, 2003/12/04
  • "Intelligent Alarm Processor based on Genetic Algorithms", Tenth National Conference on Fuzzy Theory and Its Application, 新竹, 2002/12/05
  • "一種新的小型電力監控系統架構之設計與實現", 第23 屆電力工程研討會, 中壢, 2002/11/14
  • "Analysis for Alarm Messages on Automated Substations", 第23 屆電力工程研討會, 中壢, 2002/11/14

相關證照

  • 室內配線技術士, 教育部
  • 乙等特考及格證書, 考選部
  • 電機高考, 考選部
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