"Constructing a Predictive Model for High School Students’ Enrolment Results", Contemporary Mathematics, 2024/07, SCI
"The Study on Software Architecture Smell Refactoring", International Journal of Software Innovation, 12, 1, 2024/03, SCI
"A Study on the Security of Online Judge System Applied Sandbox Technology", Electronic, 12, 3018, 12, 2023/07, SCI
"Constructing Condition Monitoring Model of Harmonic Drive", Applied Sciences, 12, 19, 2022/09, SCI
"A Feedback System Supporting Students Approaching a High-Level Programming Course", Applied Sciences, 12, 14, 14, 2022/07, SCI
"Constructing Condition Monitoring Model of Wind Turbine Blades", Mathematics, 10, 2, 972, 2022/03, SCI
"Joint segmentation and classification task via adversarial network: Application to HEp-2 cell images", Applied Soft Computing, 14, 144-149, 2022/01, SCI
"The Study of Program Analysis and Feedback Improving System", International Journal of Advances in Electronics and Computer Science, 8, 9, 35-41, 2021/08, EI
"A Study of Resource Utilization Improvement on Cloud Testing Platform", KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 15, 7, 2434-2454, 2021/07, SCI
"Building Student Course Performance Prediction Model Based on Deep Learning", Journal of Information Science and Engineering, 37, 1, 243-257, 2021/01, SCI
"Building Graduate Salary Grading Prediction Model Based on Deep Learning", Intelligent Automation & Soft Computing, 27, 1, 53-68, 2021/01, SCI
"Simulating Evacuation Plan of Fire Disaster Based on Cloud Surveillance System", Journal of Telecommunication, Electronic and Computer Engineering, 10, 1, 132-134, 2018/07, EI
"Time Series Forecasting for Dynamic Quality of Web Services: An Empirical Study", Journal of Systems & Software,, 2017/09, SCI
"Search based approach to forecasting QoS attributes of web services using genetic programming", Information and Software Technology, 80, 158-174, 2016/12, SCI
"Optimization of Life Cycle Assessment-Based Eco-efficiency", International Journal of Environmental Science and Development, 2016/03, SCI
"A Behavior-Based Flame Detection Method for a Real-Time Video Surveillance System", Journal of the Chinese Institute of Engineers, 2016/02, SCI
"Using GIS and Kriging to Analyze the Spatial Distributions of the Health Risk of Indoor Air Pollution", Journal of Geoscience and Environment Protection, 2016/01, EI
"An Overview and Classification of Service Description Approaches in Automated Service Composition Research", IEEE Transactions on Services Computing, 99, 2016/01, SCI
"Case Study of Using Life Cycle Impact Assessment in Environmental Impact Assessment", International Journal of Environmental Science and Development, 2016/01, SCI
"Configurable RESTful Service Mashup: A Process-Data- Widget Approach", Applied Mathematics & Information Sciences, 9, 2, 637-644, 2015/04, SCI
"Multiagent Cooperative Learning Strategies for Pursuit-Evasion Games", Mathematical Problems in Engineering, 2014/11, SCI
"GIS-based Regionalization of LCA", Journal of Geoscience and Environment Protection, 2, 2, 1-8, 2014/04, EI
"Using fuzzy logic to generate conditional probabilities in Bayesian belief networks: a case study of ecological assessment", International Journal of Environmental Science and Technology, 2013/12, SCI
"The Propagation of Probabilistic and Possibilistic Uncertainty in a Life Cycle Assessment: A Case Study of a Naphtha Cracking Plant in Taiwan", International Journal of Environmental Science and Development, 4, 6, 652-657, 2013/12, EI
"Process-Data-Widget: a REST-Based Software Framework for Building Mashup Applications", Applied Mathematics and Information Sciences, 2013/07, SCI
"Applying Hybrid Learning Approach to RoboCup's Strategy", Journal of Systems & Software, 86, 7, 1933-1944, 2013/07, SCI
"Efficient Periodic Broadcasting for Mobile Networks at Small Client Receiving Bandwidth and Buffering Space", Journal of Applied Mathematics, 2013, 10, 2013/07, SCI
"A Hybird Approach for Multi-Agent Learning System", Intelligent Automation and Soft Computing, 17, 3, 385-399, 2011/09, SCI
"Code analyzer for an online course management system", Journal of Systems and Software, 2010/12, SCI
"The Study of Plagiarism Detection for Object-oriented Programming Language", Lecture Notes in Artificial Intelligence, 6423, 376-386, 2010/11, EI
"An Aspect-Oriented Approach for Mobile Embedded Software Modeling", ICCSA 2010, Lecture Notes in Computer Science, 6017, 257-272, 2010/04, EI
"Utilizing negotiation of multi-agent on selecting vehicle priority", Journal of Integrated Design and Process Science (2008.10), 12, 3, 1-12, 2010/01, EI
"Object-Oriented Design: A Goal-Driven and Pattern-Based Approach", Software and System Modeling, 1, 1, 67-84, 2009/02, SCI
"Belief Evolution of Intelligent Agent", Journal of Computers, 2007/05, ELSE1
"Applying Group Agent Negotiation for Decision of Task Assignment", Communications of Institute of Information and Computing Machinery, 9, 2, 63-78, 2006/06, ELSE1
"Evolutionary Agents for Intelligent Transport Systems", International Journal of Fuzzy Systems, 7, 2, 85-93, 2005/06, EI
"Fuzzy BDI Modeling For Intelligent Agent", WSEAS Transactions on Systems, 3, 2, 817-822, 2004/04, EI
"A document-driven agent-based approach for business processes management", Information and Software Technology, 46, 373-382, 2004/04, SCI
"An Evolving Bidding Strategy for Intelligent Agents in Multiple Auction", Fu Jen Studies, Science and Engineering, 36, 2002/12, ELSE1
Fuzzy Object Modeling, 1, World Scientific Publishing, -, 2011/07/31
研討會論文
"入侵偵測系統的機器學習多模型組合分析", Taiwan Conference on Software Engineering, Taipei, 2024/07/12
"物流公司之支援線最佳化組合路線挑選", Taiwan Conference on Software Engineering, Taipei, 2024/07/12
"以機器學習方法建構高中生升學預測評估模型", Taiwan Conference on Software Engineering, Taipei, 2024/07/12
"應用ATT&CK框架之惡意軟體動態行為與攻擊模式分析", Taiwan Conference on Software Engineering, Taipei, 2024/07/12
"基於深度學習之神經網路自動化程式修復技術", Taiwan Conference on Software Engineering, Taipei, 2024/07/12
"基於容器化技術之模糊測試研究", Taiwan Conference on Software Engineering, Taipei, 2024/07/12
"The Study of Predictive Model for Supporting High School Students' Enrollment", the 35th THAILAND International Conference on Engineering, Science and Technology, Bangkok, 2023/08/31
"The Study of Automatic Programs Quality Analysis and Correction", he 8th International Conference on Mechatronics and Electrical Systems, Kuala Lumpur, 2023/08/04
"The Study on Security Online Judge System Applied Sandbox Technology", 24th IEEE/ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, Taichung, 2022/12/07
"The Study of Automatic Program Code Logic Error Analysis and Correction", IEEE Eurasia Conference on IoT, Communication and Engineering, Yunlin, 2022/10/28
"高中升學預測輔助模型之研究", 臺灣軟體工程研討會, 台北, 2022/06/24
"邏輯錯誤偵測與回饋系統之研究", 臺灣軟體工程研討會, 台北, 2022/06/24
"軟體架構異味重構之研究", 臺灣軟體工程研討會, 台北, 2022/06/24
"建構諧波減速機之故障檢測模型", 臺灣軟體工程研討會, 台北, 2022/06/24
"應用沙盒技術於安全線上評測系統之研究", 臺灣軟體工程研討會, 台北, 2022/06/24
"Constructing Condition Monitoring Model of Wind Turbine Blades", 2021 Software Engineering in Taiwan Workshop, TAIPEI, 2021/12/06
"Constructing Predictive Model for High School Students’ Enrollment Results", 021 Software Engineering in Taiwan Workshop, TAIPEI, 2021/12/06
"Constructing Speech Emotion Recognition Model Based on Convolutional Neural Network", 2021 Software Engineering in Taiwan Workshop, TAIPEI, 2021/12/06
"建構風力發電機葉片之監控模型", Proceedings of Taiwan Conference on Software Engineering, Taichung, 2021/07/08
"DevSecOps 應用於軟體開發之研究", Proceedings of Taiwan Conference on Software Engineering, Taichung, 2021/07/08
"自動化程式行為測試系統之研究", Proceedings of Taiwan Conference on Software Engineering, Taichung, 2021/07/08
"建構基於卷積神經網路之語音情緒辨識模型", Proceedings of Taiwan Conference on Software Engineering, Taichung, 2021/07/08
"建構高中生升學結果預測模型", Proceedings of Taiwan Conference on Software Engineering, Taichung, 2021/07/08
"程式碼分析與回饋改良系統之研究", Proceedings of Taiwan Conference on Software Engineering, Taichung, 2021/07/08
"Study of Automatic Programs Quality Analysis and Correction.", 2020 International Computer Symposium, TAINAN, 2020/12/17
"The Study of Programming Debugging and Intelligent Feedback System", 020 International Computer Symposium, TAINAN, 2020/12/17
"建構多維情緒辨識模型之即時分析系統", Taiwan Conference on Software Engineering, 嘉義, 2020/07/16
"自動化程式品質分析與修正之研究", Taiwan Conference on Software Engineering, 嘉義, 2020/07/16
"程式碼除錯與智慧型回饋系統之研究", Taiwan Conference on Software Engineering, 嘉義, 2020/07/16
"建構大學畢業生就業力分析模型與系統", Taiwan Conference on Software Engineering, 嘉義, 2020/07/16
"Building Children Emotion Prediction Model Based on Convolutional Neural Network", International Joint Conference of TCSE, JASPIC and SEA, 千葉, 2019/07/29
"Building Graduate Salary Grading Prediction Model Based on Deep Learning", International Joint Conference of TCSE, JASPIC and SEA, 千葉, 2019/07/29
"基於ROS與RVO實作防碰撞機器人模型", Taiwan Conference on Software Engineering, 桃園市, 2019/07/27
"電腦程式智慧財產權侵權鑑定技術研究", Taiwan Conference on Software Engineering, 桃園市, 2019/07/27
"Distributed Computation for M2M Semantic Reasoning System", he 2018 Annual Conference on Engineering and Applied Science, Osaka, 2018/11/27
"基於深度學習建構學生課程成績預測模型", Taiwan Conference on Software Engineering, Tainan, 2018/07/06
"應用網路負載平衡機制改善網站效能之研究", Taiwan Conference on Software Engineering, Tainan, 2018/07/06
"具文化內涵觀光體驗服務之時空資料庫大數據分析研究", Taiwan Conference on Software Engineering, Tainan, 2018/07/06
"分散運算技術應用於M2M 語意規則推論系統", Taiwan Conference on Software Engineering, Tainan, 2018/07/06
"程式碼動態結構抄襲鑑定", Taiwan Conference on Software Engineering, Tainan, 2018/07/06
"Program Plagiarism Detection with Dynamic Structure", 7th International Symposium on Next Generation Electronics, Taipei, 2018/05/07
"Using Stacked Denoising Autoencoder for the Student Dropout Prediction", the IEEE International Workshop on Mining and Application of Multimedia, Taichung, 2017/12/11
"Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network", the IEEE International Workshop on Intelligent Multimedia Applications and Design for Quality Living, Taichung, 2017/12/11
"Simulating evacuation plan of fire disaster base on cloud surveillance system", 2017 International Conference on Man Machine Systems, Perlis, 2017/08/21
"程式碼動態結構抄襲鑑定", Taiwan Conference on Software Engineering, Taichung, 2017/07/07
"基於雲端分散式環境多用戶火災逃生系統", Taiwan Conference on Software Engineering, Taichung, 2017/07/07
"應用堆疊式降噪自動編碼器建構學生退學預測模型", Taiwan Conference on Software Engineering, Taichung, 2017/07/07
"M2M 語意規則推應用架構設計研究", Taiwan Conference on Software Engineering, Taichung, 2017/07/07
"Android 應用程式之資訊安全檢測", Taiwan Conference on Software Engineering, Taichung, 2017/07/07
"People Counting Base on Head and Shoulder Information", IEEE International Conference on Knowledge Engineering and Applications, 2016/09/28
"資訊系統侵權鑑定研究", Taiwan Conference on Software Engineering, Keelung, 2016/08/01
"Android 應用程式之資訊安全靜態檢測", Taiwan Conference on Software Engineering, Keelung, 2016/08/01
"Android 應用程式安全性動態分析", Taiwan Conference on Software Engineering, Keelung, 2016/08/01
"雲端即時監視系統火災逃生規劃研究", Taiwan Conference on Software Engineering, Keelung, 2016/08/01
"Quality of Service timeseries forecasting for Web Services: A machine learning, Genetic Programming-based approach", Annual Conference on Information Science and Systems, 2016/03/16
"An Automatic Approach to measuring quality of USB Camera", International Conference on Advances in Computing, Control and Networking, Bangkok, 2015/08/28
"Android雲端測試平台資源監控管理服務之設計與實作", Taiwan Conference on Software Engineering, NanTou, 2015/07/10
"雲端測試平台的資源利用率改善之排程", Taiwan Conference on Software Engineering, NanTou, 2015/07/10
"The study of Cloud-Based Testing Platform for Android", IEEE International Conference on Mobile Services, New York, 2015/06/27
"Applying Genetic Programming for Time-aware Dynamic QoS Prediction", IEEE International Conference on Mobile Services, New York, 2015/06/27
"基於頭肩偵測之行人計數研究", Symposium on Digital Life Technologies, Tainan, 2015/06/26
"Using Cognitive Behavioral Learning in Multi-Agent Pursuit-Evasion Game", 8th Asia International Conference on Mathematical Modeling and Computer Simulation, Taipei, 2014/09/23
"A probability based object segmentation for real-time indoor surveillance", International Conference on Computer Science and Systems Engineering, HongKong, 2014/09/21
"程式碼靜態分析研究", Taiwan Conference on Software Engineering, 南投, 2014/06/29
"運用認知行為學習法於多代理人合作的追捕競賽", Taiwan Conference on Software Engineering, 南投, 2014/06/29
"基於立體視覺的行人追蹤及計數", Taiwan Conference on Software Engineering, 南投, 2014/06/29
"Hand Gesture Recognition Using Standard Deviation of Color Block and Thinning", International Conference on Computational Intelligence, Modeling and Simulation, 首爾, 2013/09/24
"於動態特徵法以垂直俯視的方式進行行人計數", Taiwan Conference on Software Engineering, 高雄, 2013/07/05
"建構於雲端測試服務上排程和監控資源方法", Taiwan Conference on Software Engineering, 高雄, 2013/07/05
"針對手部偵測演算法發展出手勢簡易方向辨識", Taiwan Conference on Software Engineering, 高雄, 2013/07/05
"建新概念的USB 攝影機影像測量方法採用智慧型視訊演算法", Taiwan Conference on Software Engineering, 高雄, 2013/07/05
"Applying Software Effort Estimation Model Based on Work Breakdown Structure", 2012 Sixth International Conference on Genetic and Evolutionary Computing, Kitakyushu, 2013/02/01
"A Survey on Automated Service Composition Methods and Related Techniques", 2012 IEEE Ninth International Conference on Services Computing, Hawaii, 2013/02/01
"Robust Little Flame Detection on Real-Time Video Surveillance System", the 3rd International Conference on Innovations in Bio-Inspired Computing and Applications, Kaohsiung, 2012/09/26
"The Study of Plagiarism Detection for Object-oriented Programming", The Sixth International Conference on Genetic and Evolutionary Computing, Kitakyushu, 2012/08/25
"基於即時影像監控系統之小火焰智慧型偵測演算法的開發與設計", 2012 Taiwan Conference on Software Engineering, Taipei, 2012/07/06
"多代理人系統中的混合學習與合作方法", 2012 Taiwan Conference on Software Engineering, Taipei, 2012/07/06
"在複雜監視場景下遺失物與遺留物之智慧型偵測", 2012 Taiwan Conference on Software Engineering, Taipei, 2012/07/06
"物件導向程式抄襲偵測系統之設計與實作", 2012 Taiwan Conference on Software Engineering, Taipei, 2012/07/06
"Intelligent Detection of Missing and Unattended Objects in Complex Scene of Surveillance Videos", IEEE Symposium on Computer, Consumer and Control, TaiChung, 2012/06/04
"A Genetic Algorithm Application with Multiple and Prioritized Objective Functions", The 26th IEEE International Conference on Advanced Information Networking and Applications, Fukuoka, 2012/03/26
"A hybrid approach to multi-agent pursuit-evasion game", The 2011 International Conference on Machine Learning and Cybernetics, GuangXi, 2011/07/10
"A flow graph-based test model for owl-s web services", The 2011 International Conference on Machine Learning and Cybernetics, GuangXi, 2011/07/10
"Semantic web service discovery based on business rule annotation", The 2011 International Conference on Machine Learning and Cybernetics, GuangXi, 2011/07/10
"An automated workflow composition to semantic web services", The 2011 International Conference on Machine Learning and Cybernetic, GuangXi, 2011/07/10
"運用強效式學習與案例式推論於多代理人合作的追捕競賽", 2011 Joint Conference on Taiwan Software Engineering and Object-Oriented Technology and Applications, Taipei, 2011/07/08
"Applying Q-learning and Fuzzy Set for RoboCup Agent", 2011 Joint Conference on Taiwan Software Engineering and Object-Oriented Technology and Applications, Taipei, 2011/07/08
"教育領域資料庫安全與監控系統之設計與實做", 2011 Joint Conference on Taiwan Software Engineering and Object-Oriented Technology and Applications, Taipei, 2011/07/08
"運用物件色彩辨識及分類方法於即時視訊監控系統", 2011 Symposium on Digital Life Technology, YuLin, 2011/07/07
"Multi-Agent Automatic Negotiation and Argumentation for Courses Scheduling", The 2011 IEEE International Conference on Fuzzy Systems, Taipei, 2011/06/27
"Fuzzy Logic as a Basic for Use Case Point Estimation", The 2011 IEEE International Conference on Fuzzy Systems, Taipei, 2011/06/27
"Transactional Web Services Composition: A Genetic Algorithm Approach", the 2nd International Conference on Software Engineering and Computer Systems, Kuantan, 2011/06/27
"Applying reinforcement learning for automation shooting basket system", The 6th Conference on Intelligent Live Technology, Taichung, 2011/05/03
"以機率式背景相減法為基礎的背景分割法運用於室內監視系統", The First National Conference on Web Intelligence and Applications, Kaohsiung, 2011/04/29
"Applying Assimilation and Accommodation for Cooperative Learning of Multi-Agent Pursuit-Evasion Strategies", 2010 International Conference on Manufacturing and Engineering Systems, Tainan, 2010/12/16
"The Study of Multi-Agent Automatic Negotiation and Argumentation", 2010 Workshop on Consumer Electronics, Tainan, 2010/11/15
"The Study of Plagiarism Detection for Object-oriented Programming Language", International Conference on Computational Collective Intelligence – Technologies and Applications, Kaohsiung, 2010/11/10
"The Color Recognition of Objects of Survey and Implementation on Real-time Video Surveillance", IEEE International Conference on Systems, Man, and Cybernetics, Istanbul, 2010/10/10
"運用同化與調適於多代理人合作學習的追捕策略", 2010 Joint Conference on Object-Oriented Technology and Applications and Software Engineering, JhongLi, 2010/07/22
"C/C++抄襲偵測系統之設計與實做", 2010 Joint Conference on Object-Oriented Technology and Applications and Software Engineering, JhongLi, 2010/07/22
"運用同化與調適於多代理人合作學習的足球模擬", Joint Conference on Object-Oriented Technology and Applications and Software Engineering, JhongLi, 2010/07/22
"智慧型機器人追蹤系統之設計與實做", 2010 Joint Conference on Object-Oriented Technology and Applications and Software Engineering, JhongLi, 2010/07/22
"Applying assimilation and accommodation for cooperative learning of RoboCup agent", 2010 International Conference on Machine Learning and Cybernetics, Qingdao, 2010/07/11
"Genetic algorithm for QoS-aware dynamic web services composition", 2010 International Conference on Machine Learning and Cybernetics, Qingdao, 2010/07/11
"Optimal service selection for composition based on weighted service flow and Genetic Algorithm", 2010 International Conference on Machine Learning and Cybernetics, Qingdao, 2010/07/11
"顏色辨識在即時視訊上的研究與實作", International Conference on Advanced Information Technologies, TaiChung, 2010/04/23
"以演化模糊系統建置足球代理人", The 14th Conference on Artificial Intelligence and Applications (2009.10.30), TaiChung, 2010/01/01
"足球代理人同化與調適學習系統之實做", The 20th Workshop on Object-Oriented Technology and Applications (2009.11.20), TaiChung, 2010/01/01
"運用基因型案例推理產生足球機器代理人團隊策略", National Symposium on System Science and Engineering (2009.6.26), Taipei, 2010/01/01
"運用同化與調適於足球代理人的合作學習", The 5th Taiwan Conference on Software Engineering (2009.6.19), Taina, 2010/01/01
"An Evolutionary Fuzzy Behavior Controller using Genetic Algorithm in RoboCup Soccer Game", The Ninth International Conference on Hybrid Intelligent Systems(2009.8.12-14), Shenyang, 2010/01/01
"Genetic Case-based Reasoning for Team Strategy of Robot Soccer", The International Conference on Manufacturing and Engineering Systems(2009.12.17-19), YunLin, 2010/01/01
"Applying Agent Composition for Development of Service-oriented Program Language", The 8 International Conference on Intelligent Systems Design and Applications, Kaohsiung, 2008/11/26
"Cooperative RoboCup agents using Genetic Case-based Reasoning", IEEE International Conference on Systems, Man, and Cybernetics, Singapore, 2008/10/12
"Adaptive and Cooperative Learning for RoboCup agents", International Conference on Machine Learning and Cybernetics, Kunming, 2008/07/12
"The Study of Hybrid Approach Learning for RoboCup agents", The 4th Taiwan Conference on Software Engineering, Taina, 2008/06/13
"適應與合作足球機器代理人", National Symposium on System Science and Engineering, ILan, 2008/06/06
"Towards Negotiation of Intelligent Agent in Selecting Vehicle Priority", International Conference on Integrated Design & Process Technology, TaiChung, 2008/06/01
"Agent Plan Evolution using Genetic Case-based Reasoning", the 12th Artificial Intelligence and Application, Yunlin, 2007/11/16
"應用適應性學習於代理人溝通演化", the 18th Workshop on Object-oriented Technology and Application, Tainan, 2007/09/20
"Adaptive Learning of Assimilation and Accommodation for Intelligent Agent System", The 10th Joint International Conference on Information Sciences, Salt Lake City, 2007/07/18
"The study of Web Service-oriented Programming Language for Workflow", The 3rd Taiwan Software Engineering Conference, TaiChung, 2007/06/08
"The study of Automatic Negotiation Agent on Fuzzy Theory", The 3rd Taiwan Software Engineering Conference, TaiChung, 2007/06/08
"The Study of Goal Evolution for Intelligent Agent", Proceeding of the 13th National Conference on Fuzzy Systems Association Conference, Kaohsiung, 2005/09/30
"Apply evolutionary Agents for Intelligent Transport Systems", the 16th Workshop on Object-oriented Technology and Application, Taichung, 2005/09/15
"Applying Automation Agent Negotiation for Course Scheduling", Proceeding of the 2005 Active Networking Workshop, ChungLi, 2005/09/02
"Intelligent Code Analyzer for Online Course Management System", Proceedings of the 3rd ACIS International Conference on Software Engineering Research, Management & Applications, Michigan, 2005/08/11
相關證照
Introduction to CMMI 1.2, Carnegie Mellon University, Software Engineering Institue
Personal Software Process for Engineers, Carnegie Mellon University, Software Engineering Institute
IPMA D級專案副理講座, 國際專案管理學會
IPMA D級專案副理, 國際專案管理學會
EMC Proven Professional Information Storage Associate, EMC
Certtified Ethical Hacker, EC-Council
Information Security Management System Lead Auditor, The British Standards Institution - BSI
