研究室
管(CM) 4075-2

連絡電話
07-5252000 #4728

電子信箱
wplee@mail.nsysu.edu.tw

個人網站
http://wplee.mis.nsysu.edu.tw/

研究領域
1.人工智慧
2.資料探勘
3.仿生系統

學歷

  • 英國愛丁堡大學(University of Edinburgh)人工智慧博士
  • 國立清華大學資訊科學研究所碩士
  • 國立交通大學資訊工程系學士

經歷

  • 國立中山大學資訊管理學系教授
  • 國立中山大學資訊管理學系副教授

期刊論文

  1. C.-H. Chen, W.-P. Lee*, J.-Y. Huang, Tracking and Recognizing Emotions in Short Text Messages from Online Chatting Services, Information Processing and Management, Vol.54, No.6, 2018, pp.1325-1344 (SSCI)
  2. W.-P. Lee*, J.-Y. Huang, S.-H. Chang, K.-T. Lee, C.-T. Lai, Predicting Drug Side Effects Using Data Analytics and the Integration of Multiple Data Sources, IEEE Access, Vol.5, 2017 (SCI)
  3. W.-P. Lee*, C.-T. Chen, J.-Y. Huang, J.-Y. Liang, A Smartphone-Based Activity-Aware Framework for Music Streaming Recommendation, Knowledge-Based Systems, Vol.131, 2017, pp.70-82 (SCI)
  4. Y.-T. Hsiao, W.-P. Lee*, W. Yang, S. Müller, Practical Guideline for Incorporating Knowledge-Based and Data-Driven Strategies into Biological Gene Network Inference, IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol.13, No.1, 2016, pp.64-75 (SCI)
  5. W.-P. Lee*, C.-H. Lin, Combining Expression Data and Knowledge Ontology for Gene Clustering and Network Reconstruction, Cognitive Computation, Vol.8, No.2, 2016, pp.217-227 (SCI)
  6. W.-P. Lee*, C.-Y. Ma, Enhancing Collaborative Recommendation Performance by Combining User Preference and Trust-Distrust Propagation in Social Networks, Knowledge-Based Systems, Vol.106, 2016, pp.125-134 (SCI)
  7. W.-P. Lee*, G.-Y. Tseng, Incorporating Contextual Information and Collaborative Filtering Methods for Multimedia Recommendations in a Mobile Environment, Multimedia Tools and Applications, Vol.75, No.24, 2016, pp.16719-16739 (SCI)
  8. W.-P. Lee*, Y.-T. Hsiao, W.-C. Hwang, Designing a Parallel Evolutionary Algorithm for Inferring Gene Networks on the Cloud Computing Environment, BMC Systems Biology, Vol.8, No.5, 2014 (SCI)
  9. W.-P. Lee*, K.-H. Lee, Making Smartphone Service Recommendations by Predicting Users' Intentions: A Context-Aware Approach, Information Sciences, Vol.277, 2014, pp.21-35 (SCI)
  10. W.-P. Lee*, C. Kaoli, J.-Y. Huang, A Smart TV System with Body-Gesture Control, Tag-Based Rating and Context-Aware Recommendation, Knowledge-Based Systems, Vol.56, 2014, pp.167-178 (SCI)
  11. Y.-T. Hsiao*, W.-P. Lee*, Reverse Engineering Gene Regulatory Networks: Coupling an Optimization Algorithm with a Parameter Identification Technique, BMC Bioinformatics, Vol.15, 2014 (SCI)
  12. Y.-T. Hsiao, W.-P. Lee*, R.-Y. Wang, A Hybrid Approach of Dimension Partition and Adaptive Velocity Control to Enhance Performance of Particle Swarm Optimization, Soft Computing, Vol.18, No.12, 2014 (SCI)
  13. T.-H. Yang and W.-P. Lee*, A Service-Oriented Framework for Developing Home Robots, International Journal of Advanced Robotic Systems, Vol.10, 2013 (SCI)
  14. Y.-T. Hsiao and W.-P. Lee*, Inferring Robust Gene networks from Expression Data by a Sensitivity-Based Incremental Evolution Method, BMC Bioinformatics, Vol.13, 2012 (SCI)
  15. W.-P. Lee* and Y.-T. Hsiao, Inferring Gene Regulatory Networks Using a Hybrid GA-PSO Approach with Numerical Constraints and Network Decomposition, Information Sciences, Vol.188, No.1, 2012, pp.80-99 (SCI)
  16. W.-P. Lee* and Y.-T. Hsiao, An Adaptive GA-PSO Approach with Gene Clustering to Infer S-System Models of Gene Regulatory Networks, The Computer Journal, Vol.54, No.9, 2011, pp.1449-1464 (SCI)
  17. W.-P. Lee* and H.-Y. Ke, Distributing Evolutionary Computation in a Networked Multi-Agent Environment, Mathematical and Computer Modelling, Vol.53, No.5, 2011, pp.1167-1181 (SCI)
  18. W.-P. Lee* and T.-H. Yang, Combining GRN Modeling and Demonstration-Based Programming for Robot Control, Neural Computing and Applications, Vol.20, No.6, 2011, pp.909-921 (SCI)
  19. W.-P. Lee*, L.-J. Liu and C.-A. Chou, A Component-Based Framework for Rapidly Prototyping Online Board Games, International Journal of Computers and Applications, Vol.33, No.4, 2011, pp.293-302
  20. W.-P. Lee* and W.-S. Tzou*, Fast Revelation of the Motif Mode for a Yeast Protein Interaction Network through Intelligent Agent-Based Distributed Computing, Protein and Peptide Letters, Vol.17, No.9, 2010, pp.1091-1101 (SCI)
  21. W.-P. Lee*, T.-H. Yang and B. Jeng, Building Neural Network-Based Behavior Systems for Emotion-Based Pet Robots, International Journal of Modelling, Identification and Control, Vol.11, No.1-2, 2010, pp.115-123
  22. W.-P. Lee*, J.-S. Jong and T.-H. Yang, Evolving Behavior Sequences for a Humanoid Entertainment Robot, Artificial Life and Robotics, Vol.15, No.3, 2010, pp.341-346
  23. W.-P. Lee* and W.-S. Tzou*, Computational Methods for Discovering Gene Networks from Expression Data, Briefings in Bioinformatics, Vol.10, No.4, 2009, pp.408-423 (SCI)
  24. W.-P. Lee* and K.-C. Yang, A Clustering-based Approach for Inferring Recurrent Neural Networks as Gene Regulatory Networks, Neurocomputing, Vol.71, No.4, 2008, pp.600-610 (SCI)
  25. W.-P. Lee*, K.-C. Yang, Applying Intelligent Computing Techniques to Modeling Biological Networks from Expression Data, Genomics, Proteomics and Bioinformatics, Vol.6, No.2, 2008, pp.111-120 (SCI)
  26. W.-P. Lee, B.-C. Jeng, T.-W. Pai, C.-P. Tsai, C.-Y. Yu and W.-S. Tzou*, Differential Evolutionary Conservation of Motif Themes in a Yeast Protein Interaction Network Discovered through Asymmetric Functional Annotations, BMC Genomics, Vol.7: 89, 2006 (SCI)
  27. W.-P. Lee and W.-S. Tzou*, Molecular Surface Directionality of the DNA-Binding Protein Surface on the Earth Map, Genetics and Molecular Biology, Vol.29, No.2, 2006, pp.408-412 (SCI)

研討會論文

  1. J.-Y. Huang, T.-A. Lin, W.-P. Lee, Using Deep Learning and an External Knowledge Base to Develop Human-Robot Dialogues, Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, 2018
  2. S.-H. Wang, J.-Y. Huang, W.-P. Lee, Scaling up Matrix Factorization with Cloud Computing for Collaborative Recommendation, Proceedings of IEEE International Conference on System Science and Engineering, 2018
  3. J.-Y. Huang, W.-P. Lee, T.-H. Yang, C.-S. Ko, Resource Sharing for Cloud Robots: Service Reuse and Collective Map Building, Proceedings of the Eighteenth IEEE International Conference on Advanced Robotics, 2017, pp.303-309
  4. J.-Y. Huang, W.-P. Lee, Enabling Vision-Based Services with a Cloud Robotic System, Proceedings of IEEE Asia-Pacific Conference on Intelligent Robot Systems, 2016, pp.84-88
  5. T.-H. Yang, W.-P. Lee, Intelligent Service Reconfiguration for Home Robots, Proceedings of IEEE International Conference on Reconfigurable Mechanisms and Robots, 2015, pp.735-745
  6. T.-H. Yang, C.-S. Ko, J.-Y. Huang, W.-P. Lee , Configuring Reusable Robot Services in a Cloud Computing Environment, Proceedings of IEEE International Conference on Robotics and Biomimetics, 2015, pp.225-230
  7. C.-H. Lin, W.-P. Lee, Inferring Large Gene Networks with a Hybrid Fuzzy Clustering Method, Proceedings of the Eleventh International Conference on Intelligent Computing, LNCS-9225, 2014, pp.715-722
  8. T.-H. Yang and W.-P. Lee, A Service-Oriented Approach with Neural Networks and Knowledge Ontologies for Robot Control, Proceedings of the Twentieth International Conference on Neural Information Processing, LNCS-8227, 2013, pp.473-483
  9. R.-Y. Wang, Y.-T. Hsiao, W.-P. Lee, A New Cooperative PSO Approach for the Optimization of Multimodal Functions, Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, 2012, pp.103-109
  10. Y.-T. Hsiao and W.-P. Lee, Evolving Gene Regulatory Networks: A Sensitivity-Based Approach, Proceedings of the Seventh International Conference on Intelligent Computing, LNBI-6840, 2011, pp.508-512
  11. W.-P. Lee, T.-H. Yang, and J.-S. Jong, Intelligent Computing for Demonstration-Based Robot Learning, Proceedings of IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, 2010, pp.930-935
  12. W.-P. Lee and T.-H. Yang, Combining GRN Modeling and Demonstration-Based Programming for Robot Control, Proceedings of the Eleventh International Conference on Engineering Applications of Neural Networks, 2009, pp.190-199
  13. W.-P. Lee and Y.-T. Hsiao, Inferring Gene Regulatory Networks by Incremental Evolution and Network Decomposition, Proceedings of the Second International Symposium on Optimization and Systems Biology, LNOR-9, 2008, pp.311-324
  14. W.-P. Lee, T.-H. Yang and M.-H. Su, A User-Centered Framework for Developing Personal Pet Robots, Proceedings of IEEE International Conference on Robotics and Biomimetics, 2007, pp.227-232
  15. W.-P. Lee, L.-J. Liu, C.-A., Chiu, A Component-Based Framework to Rapidly Prototype Online Chess Games for Home Entertainment, Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, 2006
  16. W.-P. Lee and L.-J. Liu, Developing Mobile Agent-Based Systems for Mobile Commerce, Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, 2006
  17. W.-P. Lee, A Mobile Agent-Based Approach to Support Parallel Evolutionary Computation, Proceedings of the Ninth Pacific Rim International Conference on Artificial Intelligence, LNCS-4099, 2006, pp.823-828

國科會計畫

  1. 物聯網環境下人機互動的根源: 語意解析與知識轉換, 主持人, 2016-8-1-2018-7-31
  2. 雲端機器人的研究與實作: 作業平台建置、資源分享、計算效能提升, 主持人, 2014-8-1-2016-7-31
  3. 人、機器人、改造人:海爾斯的《我們如何成為後人類: 控制理論、文學與資訊學中的虛擬身體》, 共同主持人, 2014-8-1-2016-7-31
  4. 以知識為基礎的居家服務型機器人服務組合之研究, 主持人, 2013-8-1-2014-7-31
  5. 結合服務導向架構、網路知識及機器學習達成機器人任務之研究, 主持人, 2012-8-1-2013-7-31
  6. 知識導入基因網路自動重建之進階研究, 主持人, 2011-8-1-2012-7-31
  7. 細胞訊號傳遞網路計算推論之研究, 主持人, 2010-8-1-2011-7-31
  8. 結合知識本體論及機器學習方法建構大型基因調控網路之研究, 主持人, 2008-8-1-2010-7-31
  9. 以演化計算建構仿生自我重組型機器人之研究, 主持人, 2007-8-1-2008-7-31
  10. 生物網路中模組性的發展及演化, 主持人, 2006-8-1-2007-7-31
  11. 經破壞性對稱標註的蛋白質交互作用網路的模組探測, 共同主持人, 2005-8-1-2006-7-31
  12. 蛋白質交互作用網路的特性分析與建構樣式萃取, 主持人, 2005-8-1-2006-7-31

其他委託計畫

  1. 從社群網路巨量資料內容辨識藥物潛在不良反應事件之研究
    -國立中山大學與高雄醫學大學合作研究計畫委托, 主持人, 2018-1-1-2018-12-31
  2. 醫療藥物知識管理系統之研究:知識萃取、預測模型建立及關聯分析
    -國立中山大學與高雄醫學大學合作研究計畫委托, 主持人, 2016-1-1-2016-12-31
  3. 以雲端運算提升具醫護資源考量的手術排程效率之研究
    -國立中山大學與高雄醫學大學合作研究計畫委托, 主持人, 2015-1-1-2015-12-31

資管系課程

學年度課程名稱學分
106資料結構3
電子商務專案(一)3
電子商務專案(二)3
105資料結構3
電子商務專案(一)3
電子商務專案(二)3
104資料結構3
電子商務專案(二)3
電子商務專案(一)3
103資料結構3
電子商務專案(二)3
電子商務專案(一)3
102資料結構3
電子商務專案(二)3
電子商務專案(一)3
101資料結構3
電子商務專案(二)3
電子商務專案(一)3
100資料結構3
電子商務專案(二)3
電子商務專案(一)3
99資料結構3
資料結構3
電子商務專案(二)3
電子商務專案(一)3
98資料結構3
電子商務專案(二)3
電子商務專案(一)3
97電子商務專案(二)3
電子商務專案(一)3
96電子商務專案(二)3
電子商務專案(一)3
95計算機概論3
計算機概論實習1
程式設計3
程式設計實習1
電子商務專案(一)3

資管碩課程

學年度課程名稱學分
106資訊科技研究3
人工智慧3
智慧型計算3
資料探勘與知識發現3
105人工智慧3
智慧型計算3
資料探勘與知識發現3
104人工智慧3
資料探勘與知識發現3
103人工智慧3
資料探勘與知識發現3
102資料探勘與知識發現3
智慧型計算3
人工智慧3
101人工智慧3
資料探勘與知識發現3
智慧型計算3
100人工智慧3
資料探勘與知識發現3
智慧型計算3
99人工智慧3
資料探勘與知識發現3
智慧型計算3
98資料探勘與知識發現3
智慧型計算3
人工智慧3
97資料探勘與知識發現3
人工智慧3
資料探勘與知識發現3
96人工智慧3
智慧型計算3
95人工智慧專題3

資管博課程

學年度課程名稱學分
106資料探勘與知識發現(併)3
資訊科技研究(併)3
人工智慧(併)3
高等資管專題研討(二)1
高等資管專題研討(四)1
105資料探勘與知識發現(併)3
人工智慧(併)3
103高等資管專題研討(一)3
高等資管專題研討(三)3
98資料探勘與知識發現3
人工智慧3
97資料探勘與知識發現3
人工智慧3
資料探勘與知識發現3
96人工智慧3
高等資管專題研討(二)1
高等資管專題研討(四)1
智慧型計算3
95人工智慧專題3

資管碩專課程

學年度課程名稱學分
106資料探勘與知識發現(併)3
資訊科技研究(合授)(併)3
人工智慧(併)3
智慧型計算(併)3
105資料探勘與知識發現(併)3
人工智慧(併)3
書報討論(一)(合授)3
智慧型計算(併)3
104人工智慧(併)3
資料探勘與知識發現(併)3
103資料探勘與知識發現(併)3
人工智慧3
102資料探勘與知識發現3
智慧型計算3
書報討論(一)3
101書報討論(一)3
98資料探勘與知識發現3
97資料探勘與知識發現3
人工智慧3
資料探勘與知識發現3
95資料倉儲與資料探勘3