| 姓名 | 李偉柏 |
|---|---|
| 職稱 | 教授 |
| 專長及研究領域 | 人工智慧、資料探勘、仿生計算 |
| 研究室 | 管(CM) 4056 |
| 分機 | 4728 |
| wplee@mail.nsysu.edu.tw |
| 學歷 | 1998, 博士, 人工智慧, 愛丁堡大學 |
|---|
| 類別 | 年度 | 名稱 |
|---|---|---|
| 期刊論文 | 2024 | Y.-L. Peng, W.-P. Lee (2024). Practical Guidelines for Resolving the Loss Divergence caused by the Root-Mean-Squared Propagation Optimizer. Applied Soft Computing, 153. (SCIE) |
| 期刊論文 | 2024 | I.-C. Lu, J.-Y. Huang, W.-P. Lee (2024). An Emotion-Driven and Topic-Aware Dialogue Framework for Human-Robot Interaction. Advanced Robotics, 38(4). (SCIE) |
| 期刊論文 | 2023 | Y.-L. Peng, W.-P. Lee (2023). Valuation of Discounted Cash Flow with Imitation Learning and Guided Policy Search. IEEE Trans. on Automation Science and Engineering, 21(2). (SCIE) |
| 期刊論文 | 2023 | Lu, I. -Chun; Huang, Jhih-Yuan; Lee, Wei-Po (2023). An emotion-driven and topic-aware dialogue framework for human-robot interaction. ADVANCED ROBOTICS, 38(4), 267-281. (SCIE) |
| 期刊論文 | 2022 | H.-Y. Wang, J.-Y. Huang, W.-P. Lee (2022). Integrating Scene Image and Conversational Text for Human-Machine Dialogue. International Journal of Semantic Computing, 16(3), 425-447. (EI) |
| 期刊論文 | 2022 | J.-Y. Huang, W.-P. Lee, K.-T. Lee (2022). Predicting Adverse Drug Reactions from Social Media Posts: Data Balance, Feature Selection and Deep Learning. Healthcare, 10(4). (SSCI, SCIE) |
| 期刊論文 | 2022 | J.-Y. Huang, W.-P. Lee (2022). Exploring the Effect of Emotions in Human-Machine Dialog: An Approach toward Integration of Emotional and Rational Information. Knowledge-Based Systems, 243, 108425. (SCIE) |
| 期刊論文 | 2021 | Hsiao, CH; Lee, WP (2021). OPIIoT: Design and Implementation of an Open Communication Protocol Platform for Industrial Internet of Things. Internet of Things, 16, 100441. (SCIE) |
| 期刊論文 | 2021 | Peng, YL; Lee, WP (2021). Data Selection to Avoid Over-Fitting for Foreign Exchange Intraday Trading with Machine Learning. Applied Soft Computing, 108, 107461. (SCIE) |
| 期刊論文 | 2020 | Hsu, YF; Lee, WP (2020). Evaluation of the Going-concern Status for Companies: An Ensemble Framework-based Model . Journal of Forecasting , 39(4), 687-706. (SSCI, SCIE) |
| 期刊論文 | 2019 | Huang, JY; Lee, WP; Lin, TA (2019). Developing context-aware dialoguing services for a cloud-based robotic system. IEEE Access, 7, 44293-44306. (SCIE) |
| 期刊論文 | 2018 | Chen, CH; Lee, WP; Huang, JY (2018). Tracking and recognizing emotions in short text messages from online chatting services. Information Processing and Management, 54(6), 1325-1344. (SSCI, SCIE) |
| 期刊論文 | 2017 | Lee, WP; Huang, JY; Chang, SH; Lee, KT; Lai, CT (2017). Predicting drug side effects using data analytics and the integration of multiple data sources. IEEE Access, 5, 20449-20462. (SCIE) |
| 期刊論文 | 2017 | Lee, WP; Chen, CT; Huang, JY; Liang, JY (2017). A smartphone-based activity-aware system for music streaming recommendation. Knowledge-Based Systems, 131, 70-82. (SCI) |
| 期刊論文 | 2016 | Lee, WP; Tseng, GY (2016). Incorporating contextual information and collaborative filtering methods for multimedia recommendation in a mobile environment. Multimedia Tools and Applications, 75(24), 16719-16739. (SCIE) |
| 期刊論文 | 2016 | Lee, WP; Ma, CY (2016). Enhancing collaborative recommendation performance by combining user preference and trust-distrust propagation in social networks. Knowledge-Based Systems, 106, 125-134. (SCI) |
| 期刊論文 | 2016 | Lee, WP; Lin, CH (2016). Combining expression data and knowledge ontology for gene clustering and network reconstruction. Cognitive Computation, 8(82), 217-227. (SCIE) |
| 期刊論文 | 2016 | Hsiao, YT; Lee, WP; Yang, W; Muller, S; Flamm, C; Hofacker, I; Kugler, P (2016). Practical Guidelines for Incorporating Knowledge-Based and Data-Driven Strategies into the Inference of Gene Regulatory Networks. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 13(1), 64-75. (SCIE) |
| 期刊論文 | 2014 | Hsiao, YT; Lee, WP; Wang, RY (2014). A hybrid approach of dimension partition and velocity control to enhance performance of particle swarm optimization. Soft Computing, 18(12), 2501-2523. (SCIE) |
| 期刊論文 | 2014 | Lee, WP; Kaoli, C; Huang, JY (2014). A smart TV system with body-gesture control, tag-based rating and context-aware recommendation. Knowledge-Based Systems, 56, 167-178. (SCI) |
| 期刊論文 | 2014 | Lee, WP; Hsiao, YT; Hwang, WC (2014). Designing a parallel evolutionary algorithm for inferring gene networks on the cloud computing environment. BMC Systems Biology, 8(3), 1-19. (SCIE) |
| 期刊論文 | 2014 | Hsiao, YT; Lee, WP (2014). Reverse engineering gene regulatory networks: Coupling an optimization algorithm with a parameter identification technique. BMC Bioinformatics, 15(S15), 1-16. (SCIE) |
| 期刊論文 | 2014 | Lee, WP; Lee, KH (2014). Making smartphone service recommendations by predicting users' intentions: A context-aware approach. Information Sciences, 277, 21-35. (SCI) |
| 期刊論文 | 2013 | Yang, TH; Lee, WP (2013). A service-oriented framework for the development of home robots. International Journal of Advanced Robotic Systems, 10(12), 1-11. (SCIE) |
| 期刊論文 | 2012 | Hsiao, YT; Lee, WP (2012). Inferring robust gene networks from expression data by a sensitivity-based incremental evolution method. BMC Bioinformatics, 13(S2), 1-21. (SCIE) |
| 期刊論文 | 2012 | Lee, WP; Hsiao, YT (2012). Inferring gene regulatory networks using a hybrid GA-PSO approach with numerical constraints and network decomposition. Information Sciences, 188, 80-99. (SCI) |
| 期刊論文 | 2011 | Lee, WP; Yang, TH (2011). Combining GRN modeling and demonstration-based programming for robot control. Neural Computing and Applications, 20(6), 909-921. (SCIE) |
| 期刊論文 | 2011 | Lee, WP; Hsiao, YT (2011). An adaptive GA-PSO approach with gene clustering to infer S-system models of gene regulatory networks. The Computer Journal, 54(9), 1449-1464. (SCI) |
| 期刊論文 | 2011 | Lee, WP; Ke, HY (2011). Distributing evolutionary computation in a networked multi-agent environment. Mathematical and Computer Modelling, 53(5-6), 1167-1181. (SCIE) |
| 期刊論文 | 2011 | Lee, WP; Liu, LJ; Chou, CA (2011). A component-based framework for rapidly prototyping online board games. International Journal of Computers and Applications, 33(4), 293-302. (EI) |
| 期刊論文 | 2010 | Lee, WP; Tzou, WS (2010). Fast revelation of the motif mode for a yeast protein interaction network through intelligent agent-based distributed computing. Protein and Peptide Letters, 17(9), 1091-1101. (SCIE) |
| 期刊論文 | 2010 | Lee,WP; Yang, TH; Jeng, BC (2010). Building neural network-based behaviour systems for emotion-based pet robots. International Journal of Modelling, Identification and Control, 11(1-2), 115-123. (EI) |
| 期刊論文 | 2010 | Lee, WP; Jong, JS; Yang, TH (2010). Evolving behavior sequences for a humanoid entertainment robot. Artificial Life and Robotics, 15(3), 341-346. (EI) |
| 期刊論文 | 2009 | Lee, WP; Tzou, WS (2009). Computational methods for discovering gene networks from expression data. Briefings in Bioinformatics, 10(4), 408-423. (SCIE) |
| 期刊論文 | 2008 | Lee, WP; Yang, KC (2008). Applying intelligent computing techniques to modeling biological networks from expression data. Genomics, Proteomics and Bioinformatics, 6(2), 110-120. (SCIE) |
| 期刊論文 | 2008 | Lee, WP; Yang, KC (2008). A clustering-based approach for inferring recurrent neural networks as gene regulatory networks. Neurocomputing, 71(4), 600-610. (SCIE) |
| 期刊論文 | 2007 | Lee, WP (2007). Deploying personalized mobile services in an agent-based environment. Expert Systems with Applications, 32(4), 1194-1207. (SCI) |
| 期刊論文 | 2007 | Lee, WP (2007). Parallelizing evolutionary computation: A mobile agent-based approach. Expert Systems with Applications, 31(2), 318-328. (SCI) |
| 期刊論文 | 2006 | Lee, WP; Jeng, BC; Pai, TW; Tsai, CP; Yu, CY; Tzou, WS (2006). Differential evolutionary conservation of motif modes in the yeast protein interaction network. BMC Genomics, 7(89). (SCIE) |
| 期刊論文 | 2006 | Lee, WP; Tzou, WS (2006). Molecular surface directionality of the DNA-binding protein surface on the earth map. Genetics and Molecular Biology, 29(2), 408-412. (SCIE) |
| 研討會論文 | 2024 | S.-H. Tang, S.-F. Lai, W.-P. Lee (2024). Personalized Exercise Prescription Recommendation for Type 2 Diabetes Patients. The Eighth International Conference on Medical and Health Informatics, Japan. |
| 研討會論文 | 2023 | C.-Y. Huang, J.-Y. Li, J.-Y. Huang, W.-P. Lee (2023). A Blockchain-Based Service-Oriented Framework to Enable Cooperation of Swarm Robots. The Fourteenth International Conference on Swarm Intelligence, China. |
| 研討會論文 | 2022 | S.-H. Tsai, Y.-L. Peng, W.-P. Lee (2022). Multi-turn Query with Similarity Feedback Facilitates Multimodal Video Clip Retrieval. The Eighth IEEE International Conference on Multimedia Big Data, Italy. |
| 研討會論文 | 2022 | T.-C. Chou, J.-Y. Huang, W.-P. Lee (2022). Continual Learning with Adversarial Training to Enhance Robustness of Image Recognition Models. The Twenty-First International Conference on Cyberworlds, Japan. |
| 研討會論文 | 2021 | Lin, GM; Peng, YL; Lee, WP; Lee, KT (2021). Achieving Contactless Heart Rate Measurement by the Combination of Genetic Algorithm and UWB Radar Technology. IEEE International Conference on Systems, Man, and Cybernetics, Australia. |
| 研討會論文 | 2021 | Lin, JY; Huang, JY; Lee, WP (2021). Question-Answer Generation for Data Augmentation. IEEE International Conference on Smart Data, Australia. |
| 研討會論文 | 2019 | Huang, JY; Lee, WP; Tsai, HW; Lee, KT (2019). A data-driven knowledge-enriched framework for dialogue modeling. IEEE International Conference on Big Data Intelligence and Computing , Taiwan. |
| 研討會論文 | 2018 | Wang, SH; Huang, JY; Lee, WP; Lee, KT (2018). Scaling up matrix factorization with cloud computing for collaborative recommendation. IEEE International Conference on System Science and Engineering, Taiwan. |
| 研討會論文 | 2018 | Huang, JY; Lin, TA; Lee, WP (2018). Using deep learning and an external knowledge base to develop human-robot dialogues. IEEE International Conference on Systems, Man, and Cybernetics, Japan. |
| 研討會論文 | 2017 | Huang, JY; Lee, WP; Yang, TH; Ko, CS (2017). Resource sharing for cloud robots: Service reuse and collective map building. IEEE International Conference on Advanced Robotics, Hong Kong. |
| 研討會論文 | 2016 | Huang, JY; Lee, WP (2016). Enabling vision-based services with a cloud robotic system. IEEE Asia-Pacific Conference on Intelligent Robot Systems, Japan. |
| 研討會論文 | 2013 | Yang, TH; Lee, WP (2013). A service-oriented approach with neural networks and knowledge ontologies for robot control. International Conference on Neural Information Processing, South Korea. |
| 研討會論文 | 2012 | Hsiao, YT; Lee, WP; Wang, RY (2012). A new cooperative PSO approach for the optimization of multimodal function. IEEE International Conference on Systems, Man, and Cybernetics, South Korea. |
| 研討會論文 | 2011 | Y.-T. Hsiao and W.-P. Lee (2011). Evolving Robust Gene Regulatory Networks: A Sensitivity-Based Approach. International Conference on Intelligent Computing, China. |
| 研討會論文 | 2010 | Lee, WP; Yang, TH; Jong, JS (2010). Intelligent computing for demonstration-based robot learning. IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, Japan. |
| 年度 | 名稱 |
|---|---|
| 2023 | 機器人知識圖研究: 嵌入學習、任務規劃、聯邦共創. 科技部 (112-2221-E-110-054-) |
| 2022 | 設備餘命階段自動判斷系統. 譜威科技顧問股份有限公司 (N111203) |
| 2021 | 通用型轉動設備異常訊號排除系統. 譜威科技顧問股份有限公司 (N110168) |
| 2020 | 線上運轉設備異常訊號自動排除. 譜威科技顧問股份有限公司 (N109045) |
| 2020 | 結合區塊鏈技術、服務規劃和邊緣運算的群機器人研究. 科技部 (109-2221-E-110-054-MY2) |
| 2019 | 智慧連網服務型機器人的資源配置、規畫生成和人機互動. 科技部 (108-2221-E-110-054-) |
| 2018 | 運用擴充實境及文字探勘技術於旅遊導覽之研究. 科技部 (107-2813-C-110-043-E) |
| 2016 | 物聯網環境下人機互動的根源: 語意解析與知識轉換. 科技部 (105-2221-E-110-077-MY2) |
| 2016 | 行動美妝成份分析管理資訊系統. 科技部 (105-2815-C-110-067-H) |
| 2015 | 雲端機器人的研究與實作: 作業平台建置、資源分享、和計算效能提升. 科技部 (103-2221-E-110-053-MY2) |
| 2013 | 以知識為基礎的居家服務型機器人服務組合之研究. 科技部 (102-2221-E-110-074-) |
| 2012 | 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. 科技部 (NSC101-2221-E-110-094-) |
| 2012 | 智慧型代理人自動生成開會時間運用於智慧型手機應用程式. 科技部 (101-2815-C-110-044-E) |
| 2011 | 知識導入基因網路自動重建之進階研究. 科技部 (NSC100-2221-E-110-086-) |
| 2011 | 架構Kinect體感技術結合未來智慧電視操控與實際應用－動TV. 科技部 (100-2815-C-110-029-E) |
| 2010 | 細胞訊號傳遞網路計算推論之研究. 科技部 (NSC99-2221-E-110-077-) |
| 2009 | 《音樂星球--能分析並表達音樂特徵之虛擬行星構成系統》. 科技部 (98-2815-C-110-023-E) |
| 2008 | 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. 科技部 (NSC97-2221-E-110-063-MY2) |
| 2008 | 應用於行動裝置上之無線藍芽多軸控制器遊戲與平台之開發研究. 科技部 (97-2815-C-110 -035 -E) |
| 2007 | 以演化計算建構仿生自我重組型機器人之研究. 科技部 (NSC96-2221-E-110-081) |
| 2007 | Your Pet,Your Future Life-結合影像及聲紋辨識之人工智慧電子寵物機器人. 科技部 (96-2815-C-110 -035 -E) |
| 2006 | 生物網路的模組性發展與演化. 科技部 (NSC95-2221-E-110-143) |
| 學年度 | 學期 | 必選修 | 開課系所 | 課號 | 課程名稱 |
|---|---|---|---|---|---|
| 112 | 2 | 選 | 資管系 | MIS545 | 資料探勘與知識發現 |
| 112 | 2 | 選 | 資管系 | MIS607 | 智慧型計算 |
| 112 | 2 | 必 | 資管系 | MIS325 | 電子商務專案（一） |
| 112 | 1 | 必 | 資管系 | MIS425 | 電子商務專案（二） |
| 112 | 1 | 必 | 資管系 | MIS203 | 資料結構 |
| 112 | 1 | 選 | 資管系 | MIS525 | 人工智慧 |
| 111 | 2 | 選 | 資管系 | MIS607 | 智慧型計算 |
| 111 | 2 | 選 | 資管系 | MIS525 | 人工智慧 |
| 111 | 2 | 選 | 資管系 | MIS203 | 資料結構 |
| 111 | 2 | 必 | 資管系 | MIS325 | 電子商務專案（一） |
| 111 | 1 | 必 | 資管系 | MIS425 | 電子商務專案（二） |
| 110 | 2 | 必 | 資管系 | MIS325 | 電子商務專案（一） |
| 110 | 2 | 選 | 資管系 | MIS545 | 資料探勘與知識發現 |
| 110 | 2 | 選 | 資管系 | MIS607 | 智慧型計算 |
| 110 | 1 | 必 | 資管系 | MIS203 | 資料結構 |
| 110 | 1 | 必 | 資管系 | MIS425 | 電子商務專案（二） |
| 110 | 1 | 選 | 資管系 | MIS525 | 人工智慧 |
| 年度 | 名稱 | 頒獎機構 |
|---|
| 起迄日期 | 計劃/活動名稱 | 計劃/活動內容 | 擔任角色 |
|---|