Office
管(CM) 4075-2

Phone
07-5252000 #4728

E-Mail
wplee@mail.nsysu.edu.tw

Homepage
http://wplee.mis.nsysu.edu.tw/

Research Interests
1.Artificial Intelligence
2.Data Mining
3.Bio-Inspired Systems

Journal Articles

  1. Y.-F. Hsu, W.-P. Lee, Evaluation of the Going-concern Status for Companies: An Ensemble Framework-based Model, Journal of Forecasting, 2019 (SSCI)
  2. J.-Y. Huang, W.-P. Lee*, T.-A. Lin, Developing Context-Aware Dialogue Services for a Cloud-Based Robotic System, IEEE Access, Vol.7, 2019 (SCI)
  3. 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)
  4. 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)
  5. 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)
  6. 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)
  7. 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)
  8. 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)
  9. 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)
  10. 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)
  11. 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)
  12. 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)
  13. 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)
  14. 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)
  15. T.-H. Yang, W.-P. Lee*, A Service-Oriented Framework for Developing Home Robots, International Journal of Advanced Robotic Systems, Vol.10, 2013 (SCI)
  16. Y.-T. Hsiao, W.-P. Lee*, Inferring Robust Gene networks from Expression Data by a Sensitivity-Based Incremental Evolution Method, BMC Bioinformatics, Vol.13, 2012 (SCI)
  17. W.-P. Lee*, 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)
  18. W.-P. Lee*, 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)
  19. W.-P. Lee*, 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)
  20. W.-P. Lee*, 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)
  21. W.-P. Lee*, L.-J. Liu, 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
  22. W.-P. Lee*, 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)
  23. W.-P. Lee*, T.-H. Yang, 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
  24. W.-P. Lee*, J.-S. Jong, T.-H. Yang, Evolving Behavior Sequences for a Humanoid Entertainment Robot, Artificial Life and Robotics, Vol.15, No.3, 2010, pp.341-346
  25. W.-P. Lee*, W.-S. Tzou*, Computational Methods for Discovering Gene Networks from Expression Data, Briefings in Bioinformatics, Vol.10, No.4, 2009, pp.408-423 (SCI)
  26. W.-P. Lee*, 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)
  27. D.-N. Chen, B.-C. Jeng, W.-P. Lee, C.-H. Chuang, An Agent-Based Model for Consumer-to-Business Electronic Commerce, Expert Systems with Applications, Vol.34, No.1, 2008, pp.469-481 (SCI)
  28. 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)
  29. W.-P. Lee, B.-C. Jeng, T.-W. Pai, C.-P. Tsai, C.-Y. Yu, 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)
  30. W.-P. Lee, 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)

Conference Proceedings

  1. J.-Y. Huang, W.-P. Lee, H.-W. Tsai, K.-T. Lee, A Data-Driven Knowledge-Enriched Framework for Dialogue Modeling, Proceedings of the Fifth IEEE International Conference on Big Data Intelligence and Computing, 2019, pp.25-32 (best paper award)
  2. 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, pp.3699-3704
  3. 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, pp.1-6
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. T.-H. Yang, 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
  10. 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
  11. Y.-T. Hsiao, 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
  12. W.-P. Lee, T.-H. Yang, 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
  13. W.-P. Lee, 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
  14. W.-P. Lee, 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
  15. W.-P. Lee, T.-H. Yang, 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
  16. 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
  17. W.-P. Lee, L.-J. Liu, Developing Mobile Agent-Based Systems for Mobile Commerce, Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, 2006
  18. 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

National Science Council Projects

  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

Others

  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, 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, 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, 主持人, 2015-1-1-2015-12-31

Undergraduate Program

YearCourse NameHour
106DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (I)3
ELECTRONIC COMMERCE PROJECT (II)3
105DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (I)3
ELECTRONIC COMMERCE PROJECT (II)3
104DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
103DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
102DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
101DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
100DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
99DATA STRUCTURES3
DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
98DATA STRUCTURES3
ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
97ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
96ELECTRONIC COMMERCE PROJECT (II)3
ELECTRONIC COMMERCE PROJECT (I)3
95BASIC COMPUTER CONCEPTS3
INTRODUCTION TO COMPUTER SCIENCE PRACTICE1
COMPUTER PROGRAMMING3
COMPUTER PROGRAMMING PRATICE1
ELECTRONIC COMMERCE PROJECT (I)3

Graduate Program

YearCourse NameHour
106SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
ARTIFICIAL INTELLIGENCE3
INTELLIGENT COMPUTATION3
DATA MINING AND KNOWLEDGE DISCOVERY3
105ARTIFICIAL INTELLIGENCE3
INTELLIGENT COMPUTATION3
DATA MINING AND KNOWLEDGE DISCOVERY3
104ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
103ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
102DATA MINING AND KNOWLEDGE DISCOVERY3
INTELLIGENT COMPUTATION3
ARTIFICIAL INTELLIGENCE3
101ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
INTELLIGENT COMPUTATION3
100ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
INTELLIGENT COMPUTATION3
99ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
INTELLIGENT COMPUTATION3
98DATA MINING AND KNOWLEDGE DISCOVERY3
INTELLIGENT COMPUTATION3
ARTIFICIAL INTELLIGENCE3
97DATA MINING AND KNOWLEDGE DISCOVERY3
ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
96ARTIFICIAL INTELLIGENCE3
INTELLIGENT COMPUTATION3
95SPECIAL TOPICS IN ARTIFICIAL INTELLIGENCE3

Ph.D. Program

YearCourse NameHour
106DATA MINING AND KNOWLEDGE DISCOVERY3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
ARTIFICIAL INTELLIGENCE3
SEMINAR IN ADVANCED INFORMATION SYSTEMS (II)1
SEMINAR IN ADVANCED INFORMATION SYSTEMS (IV)1
105DATA MINING AND KNOWLEDGE DISCOVERY3
ARTIFICIAL INTELLIGENCE3
103SEMINAR IN ADVANCED INFORMATION SYSTEMS (I)3
SEMINAR IN ADVANCED INFORMATION SYSTEMS (III)3
98DATA MINING AND KNOWLEDGE DISCOVERY3
ARTIFICIAL INTELLIGENCE3
97DATA MINING AND KNOWLEDGE DISCOVERY3
ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
96ARTIFICIAL INTELLIGENCE3
SEMINAR IN ADVANCED INFORMATION SYSTEMS (II)1
SEMINAR IN ADVANCED INFORMATION SYSTEMS (IV)1
INTELLIGENT COMPUTATION3
95SPECIAL TOPICS IN ARTIFICIAL INTELLIGENCE3

Part time MBA

YearCourse NameHour
106DATA MINING AND KNOWLEDGE DISCOVERY3
SPECIAL ISSUES IN INFORMATION TECHNOLOGY3
ARTIFICIAL INTELLIGENCE3
INTELLIGENT COMPUTATION3
105DATA MINING AND KNOWLEDGE DISCOVERY3
ARTIFICIAL INTELLIGENCE3
SEMINAR IN MIS (I)3
INTELLIGENT COMPUTATION3
104ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
103DATA MINING AND KNOWLEDGE DISCOVERY3
ARTIFICIAL INTELLIGENCE3
102DATA MINING AND KNOWLEDGE DISCOVERY3
INTELLIGENT COMPUTATION3
SEMINAR IN MIS (I)3
101SEMINAR IN MIS (I)3
98DATA MINING AND KNOWLEDGE DISCOVERY3
97DATA MINING AND KNOWLEDGE DISCOVERY3
ARTIFICIAL INTELLIGENCE3
DATA MINING AND KNOWLEDGE DISCOVERY3
95DATA WAREHOUSING AND DATA MINING3