教授近期研究:
人工智慧
智慧醫療
大型語言模型
生成式AI
機器視覺
多模態模型
嗅覺推理
深度學習
近三年實驗室研究成果:
一個基於大型語言模型的文本自動標註方法的應用研究：以網路訊息為例
一個結合台語語音轉錄技術與大型語言模型於醫療智慧門診引導系統的應用研究
一個多變量分析方法應用於醫院能源管理的開發研究
一個整合多模態大型語言模型與機械手臂之應用研究：以FPC電氣檢查自動化系統為例
一個應用大型視覺語言模型於駕駛決策之方法
一個生成式AI技術應用於廠務電力系統維護之開發研究
一個整合注意力機制的影像辨識模型與安全帽配戴辨識評估系統之開發研究
半導體設備的預防性異常檢測技術探討 -以時規皮帶張力異常偵測為例
使用多模態AI模型應用於製造設備之預測性維護-以條碼噴墨機為例
使用慣性感測器分析長時間運動之身體疲勞狀況
利用電子鼻分析土壤熱分解特徵探討土地有機質在檢測土壤碳匯上的應用
英國 曼徹斯特大學電腦科學博士
國立高雄科技大學 電機工程系 教授 兼 電機與資訊學院代理院長 2022 / 11 ~ 2023 / 04
國立高雄科技大學 電機工程系 教授 兼 電機與資訊學院副院長 2020 / 08 ~ 2022 / 11
國立高雄科技大學 電機工程系 教授 2013 / 02 ~ 至今
國立高雄科技大學 電機工程系 教授 兼 系主任 2018 / 02 ~ 2018 / 07
國立高雄應用科技大學 電機工程系 教授 兼 系主任 2015 / 08 ~ 2018 / 02
國立高雄應用科技大學 電機工程系 教授 2013 / 02
國立高雄應用科技大學 電機工程系 副教授 2005 / 02 ~ 2013 / 01
國立高雄應用科技大學 電機工程系 助理教授 2002 / 08 ~ 2005 / 01
長榮管理學院 (Chang Jung University) 資訊管理學系 助理教授 1998 / 08 ~ 2002 / 07
中央研究院 (Academia Sinica) 資訊科學研究所 訪問學者 1999 / 07 ~ 1999 / 09
中央研究院 (Academia Sinica) 資訊科學研究所 博士後研究 1997 / 12 ~ 1998 / 12
曼徹斯特大學 (Manchester University) 電腦科學博士
華威克大學 (Warwick University) 碩士
一個整合指導學習與分群演算法的大型語言模型技術應用於即時事件的追蹤、分析與假訊息查核之系統開發研究
(113年度-國科會計畫-計畫主持人)
茶葉氣味辨識測試計畫
(113年度-財團法人精密機械研究發展中心-計畫主持人)
餐點氣味數據分群模組建置評估
(113年度-王品餐飲股份有限公司-計畫主持人)
運用人工智慧實現病例主述結構化與看診科別推薦
(112年度-國立高雄科技大學與高雄醫學大學-112KK013-計畫主持人)
教育部促進產學連結合作育才平臺
(112年度-教育部-開發產業需求及產學培育新能量-智慧物流及農產冷鏈人才培植計畫-計畫共同主持人)
鄰家好漁形塑計畫（策略三&策略四）
(112年度-教育部-112E9010F023-計畫協同主持人)
一個支援遠距診療資訊安全的區塊鏈與AI多模態病患特徵辨識系統的開發研究
(110 年度國立高雄科技大學與高雄醫學大學研發暨產學合作補助計畫 - 110KK023 - 計畫主持人)
語料庫探勘技術於翻譯實務之應用
(110 年度教育部數位人文社會科學教學創新計劃 - MOE-110-1-A09 - 計畫共同主持人)
一個以聊天機器人為媒介的多模態互動系統用於金融高端客戶財務規劃的開發研究
(109年度科技部計畫109-2221-E-992 -068 -計畫主持人)
一個以遞增式深度學習為主的全球即時事件偵測系統結合區塊鏈智能合約的應用研究
(108 年度科技部計畫108-2221-E-992-045-計畫主持人)
區塊鏈技術應用於產品供應鏈生產流程管理的應用研究
(108 年度企業產學合作計畫-計畫主持人)
區塊鏈技術應用於塑膠零組件產品供應鏈生產流程管理的應用
(108 年度企業產學合作計畫-計畫主持人)
以社群大數據結合遞增式深度學習技術用於數位加密貨幣行情估測
(107年度科技計畫107-2221-E-992-100-計畫主持人)
區塊鏈技術應用於產業供應鏈及智慧製造之應用研究
(106年度科技部產學合作研究計畫MOST106-2622-E-151-019-CC3-計畫主持人)
自大數據探討登革重症之地域性分析
(106年度國衛院研究計畫MR-106-CO-18-計畫主持人)
移動機器學習與巨量資料分析應用於探勘個人化電動車駕駛行為模式與行車能源管理之開發研究
(105 年度科技部計畫MOST105-2221-E-151-052-計畫主持人)
一個應用於電池交換站管理自動化平台之巨量資料探勘技術開發
(102 年度國科會產學合作計畫NSC102-2622-E-151-019-CC3-計畫主持人)
一個以社群訊息語料庫建構之Event Ontology技術應用於緊急災難應變之開發研究
(102 年度國科會NSC102-2221-E-151-043-計畫主持人)
基於社群串流之產品實體圖探勘技術開發
(102 年度工研院產學計畫-102A6024-計畫主持人)
適合有限資源平台下之雲端社群即時議題推播技術驗證開發
(101 年度工研院產學計畫-101A6142-計畫主持人)
雲端架構平台下之社群即時議題偵測技術驗證開發
(101 年度工研院產學計畫-101A6122-計畫主持人)
一個以微網誌評估事件相關性與預測衝擊性的技術開發
(101 年度國科會NSC101-2221-E-151-071-計畫主持人)
微網誌訊息的情緒分析用於市場投資推薦模型之建構
(100 年度國科會NSC100-2221-E-151-068-計畫主持人)
多媒體資料融合技術應用於地區景點導覽與史料探勘–以高雄愛河沿岸文化景點為例
(98 年度大專生國科會NSC98-2815-C-151-015-E-計畫 指導教授)
一個支援偵測跨語言與單一語言文件抄襲與相關性量測平台的開發研究
(97 年度國科會NSC97-2221-E-151-036-計畫主持人)
「教學卓越計畫」之子計畫「學生學習歷程檔案平台」
(96 年度教育部- 共同主持人)
一個支援多國語言文件與多媒體文件分類系統的開發研究
(95 年度國科會NSC95-2221-E-151-030- 計畫主持人)
「教學卓越計畫」之子計畫「學生學習歷程檔案平台」
(95 年度教育部- 共同主持人)
智慧化校園安全識別系統
(94 年度技專校院發展重點特色暨推動技專校院整合專案計畫- 共同主持人)
南部科學園區路竹基地專案--無線網路多媒體應用平台之研究
(93 年度國科會南部科學園區路竹基地專案共同主持人)
應用Support Vector Machines 技術在多語文件探勘及語意相關性分析的研究
(93 年度校內研究計畫 : KUAS-93-EE-004- 計畫主持人 )
Support Vector Machines技術應用於文件語意相關性分析之研究
(93 年度國科會專題研究計畫 : NSC93-2213-E-151-005- 計畫主持人 )
「金融資訊應用整合與智慧學習平台之建構」之分項計劃二：「金融資訊智慧學習平台之建構」
(92年度教育部技專校院申請發展學校重點特色暨提升學生外語能力專案「金融資訊應用整合與智慧學習平台之建構」之分項計畫-分項計畫共同主持人)
一個以中/英文雙語語料庫為主的文件探勘與語意相關性測量方法之建構
(92 年度校內研究計畫 : KUAS-92-EE-006- 計畫主持人 )
文件探勘技術應用於中文Semantic Web建構之研究
(92 年度國科會專題研究計畫 : NSC92-2213-E-151-015- 計畫主持人 )
Web Semantic Analysis
(91 年度工業技術研究院委託學界專題研究計畫 : 計畫主持人 )
新一代資訊科技應用於企業電子化之研究
(90 年度提昇私立大學校院研發能量計畫─「電子化企業卓越研究中心」 (RACE) 之子計畫三 : NSC 89-2745-P-309-003- 子計畫共同主持人 )
「職業安全衛生研究中心之設置」之子計畫「職業安全衛生資訊暨搜尋系統」
(90 年度提昇私立大學校院研發能量計畫─「職業安全衛生研究中心之設置」之子計畫 - 子計畫共同主持人 )
XML Base 中 / 英文混合 Web Page Ontology 技術研究設計
(90 年度工業技術研究院委託學界專題研究計畫 : 計畫主持人 )
整合兩岸三地產業供應鏈的資訊資源 - 一個專用搜尋引擎平台的開發研究
(90 年度大專生參與國科會專題研究計畫 : NSC 90-2815-C-309-017-E- 計畫指導教授 )
多國語言文件探勘技術之研究與應用
(90 年度國科會專題研究計畫 : NSC 90-2213-E-309-001- 計畫主持人 )
一個專用搜尋引擎的開發之研究
(89 年度大專生參與國科會專題研究計畫 : NSC 89-2815-C-309-001-E- 計畫指導教授 )
以整合資訊檢索功能的物件資料庫系統應用於文件探勘技術的研究
(89 年度國科會專題研究計畫 : NSC 89-2213-E-309-003- 計畫主持人 )
一個以供應鏈搜尋引擎系統為主的電子商務入口網站之開發研究
(89 年度大專生參與國科會專題研究計畫 : NSC 89-2815-C-309-019R-E- 計畫指導教授 )
一個應用於客戶關係管理之知識探勘技術的研究
(89 年度國科會專題研究計畫 : NSC 89-2213-E-309-010- 計畫主持人 )
支援資訊檢索功能的擴充物件資料庫查詢模型及內容索引方法之研究
(88 年度國科會專題研究計畫 : NSC 88-2218-E-309-001- 計畫主持人 )
(A) Journal Papers and Book Chapters (2003-2025)
Sun, J.T., and Lee, C.H,(2024) "An AI-driven Sensor Array E-Nose System for Authenticating and Recognizing Aromas in Spirit Samples." Sensors and Materials,Vol. 37, No. 1, 2025, 23-40
Chen, I.T., Chen, C.C., Dai, H.J., Rianto, B., Huang, S.K., and Lee, C.H., (2024) "An Incremental Learning Method for Preserving World Coffee Aromas by Using an Electronic Nose and Accumulated Specialty Coffee Datasets", In IEEE Transactions on AgriFood Electronics,Vol. 2,Issue 1 pp. 12-27, April, 2024.
Lee, Y.Q., Chen C.T., Chen, C.C., Lee, C.H., Chen, P., Wu, C.S., and Dai, H.J., (2024) "Unlocking the Secrets Behind Advanced Artificial Intelligence Language Models in Deidentifying Chinese-English Mixed Clinical Text: Development and Validation Study", In Journal of Medical Internet Research, Vol. 26, April, 2024. (SCIE) (IF=7.4)
Lee, C.H., and Rianto, B., (2024) "An AI-powered e-nose system using a density-based clustering method for identifying adulteration in specialty coffees", In Microchemical Journal, Vol. 197, February, 2024. (SCI) (IF = 4.8)
Chen, C.C., Dai, H.J., Lee, C.H., Hsieh, T.H., Hung, W.C., Jywe, W.Y., (2023) "The development of thermal error compensation on CNC machine tools by combining ridge parameter selection and backward elimination procedure", In International Journal of Advanced Manufacturing Technology, December, 2023. (SCIE) (IF = 3.4)
Lee, C.H., and Yang, H.C., (2023) "A Privacy-Preserving Learning Method for Analyzing HEV Driver’s Driving Behaviors", In Journal of IEEE Access, Vol. 11, pp. 76816-76826, July, 2023. (SCIE) (IF=3.9)
Hsu, W.K., Wei, Y.C., Lee, C.H., Hoang, L.V. and Huynh, N.T., (2023) "A risk assessment model of work safety in container dry ports", In Proceedings of the Institution of Civil Engineers-Maritime Engineering, pp. 1-13, April, 2023. (SCIE) (IF=5.952)
Ali, S.W., Verma, A.K., Terriche, Y., Sadiq M., Su C.L., Lee, C.H. and Elsisi M., (2022) "Finite-Control-Set Model Predictive Control for Low-Voltage-Ride-Through Enhancement of PMSG Based Wind Energy Grid Connection Systems", In Mathematics, Vol. 10, Issue 22, November, 2022. (SCIE) (IF=2.592)
Chen, I.T., Tsai, J.M., Chen, Y.T., and Lee, C.H., (2022) "Lightweight Mutual Authentication for Healthcare IoT", In Sustainability, Vol. 14, Issue 20, October, 2022. (SCIE) (IF=3.889)
Lee, C.H., Yang, H.C., Su, X.Q., and Tang, Y.X., (2022) "A Multimodal Affective Sensing Model for Constructing a Personality-Based Financial Advisor System", In Applied Sciences, Vol. 12, Issue 19, October, 2022. (SCIE) (IF=2.838)
Sadiq, M., Aragon, C.A., Terriche, Y., Ali, S.W., Su, C.L., Buzna, Ľ., Mahmoud, E., and Lee, C.H., (2022) "Continuous-Control-Set Model Predictive Control for Three-Level DC–DC Converter with Unbalanced Loads in Bipolar Electric Vehicle Charging Stations", In Mathematics, Vol. 10, Issue 19, September, 2022. (SCIE) (IF=2.592)
Lee, C.H., Chen, I.T., Yang, H.C. and Chen, Y.J.,(2022) "An AI-powered Electronic Nose System with Fingerprint Extraction for Aroma Recognition of Coffee Beans", In Micromachines, Vol. 13, Issue 8, August, 2022. (SCIE) (IF=3.523)
Lee, C.H., Yang, H.C., Chen, Y.J. and Chuang, Y.L.,(2021) "Event Monitoring and Intelligence Gathering Using Twitter Based Real-Time Event Summarization and Pre-Trained Model Techniques", In Applied Sciences, Vol. 11, Issue 22, November, 2021. (SCIE) (IF=2.679)
Lee, C.H., Yang, H.C. and Ye, G.B.,(2021) "Predicting the Performance of Solar Power Generation Using Deep Learning Methods", In Applied Sciences, Vol. 11, Issue 15, August, 2021. (SCIE) (IF=2.679)
Lee, C.H., Yang, H.C., Wei, Y.C. and Hsu, W.K.,(2021) "Enabling Blockchain Based SCM Systems with a Real Time Event Monitoring Function for Preemptive Risk Management", In Applied Sciences, Vol. 11, Issue 11, June, 2021. (SCIE) (IF=2.679)
Yang, H.C., Lee, C.H. and Liao, W.S., (2020) "Measuring semantic distances using linked open data and its application on music recommender systems", In Journal of Data Technologies and Applications, Vol. 55, Issue 2, pp. 293-309, December, 2020. (SCIE, SSCI) (IF=1.667)
Lee, C.H., (2019) "Learning to Recognize Driving Patterns for Collectively Characterizing Electric Vehicle Driving Behaviors", In International Journal of Automotive Technology, April, 2019. (SCIE) (IF=1.264) (Accept)
Yang, H.C.,Lee, C.H., and Wu, C.Y., (2018) "Sentiment Discovery of Social Messages Using Self-Organizing Maps", In Cognitive Computation, June, 2018 (DOI:https://doi.org/10.1007/s12559-018-9576-7). (SCIE) (IF=3.479)
Lee, C.H. and Wu, C.H., (2015) "A Novel Big Data Modeling Method for Improving Driving Range Estimation of EVs", In IEEE Access, Vol. 3, pp. 1980-1993, October, 2015. (SCIE)
Yang, H.C., Lee, C.H. and Hsiao, H.W., (2015) "Incorporating Self-Organizing Map with Text Mining Techniques for Text Hierarchy Generation", In Applied Soft Computing, Vol. 34, pp. 251-259, September, 2015. (SCIE) (IF=2.679)
Lee, C.H. and Wu, C.H., (2015) "Extracting Entities of Emergent Events from Social Streams Based on a Data-Cluster Slicing Approach for Ontology Engineering", In International Journal of Information Retrieval Research, Vol. 5, Issue 3, pp. 1-18, July-September, 2015. (EI)
Yang, H.C. and Lee, C.H.,(2014) "Detecting Tag Spams for Social Bookmarking Websites Using a Text Mining Approach", In International Journal of Information Technology and Decision Making, Vol. 13, Issue 2, pp. 387-406, March, 2014. (SCIE) (IF=1.890)
Lee, C.H. and Chien, T.F., (2013) "Leveraging Microblogging Big Data with a Modified Density-based Clustering Approach for Event Awareness and Topic Ranking", In Journal of Information Science,Vol. 39, Issue 4, pp. 520-540, August, 2013. (SCIE, SSCI) (IF=1.238)
Lee, C.H., (2012) "Unsupervised and Supervised Learning to Evaluate Event Relatedness Based on Content Mining from Social-Media Streams", In Expert Systems with Applications, Vol. 39, Issue 18, pp. 13338-13356, December, 2012. (SCIE) (IF=2.203)
Lee, C.H., (2012) "Mining Spatio-temporal Information on Microblogging Streams Using a Density-based Online Clustering Method", In Expert Systems with Applications, Vol. 39, Issue 10, pp. 9623-9641, August 2012. (SCIE) (IF=2.203)
Lee, C.H., and Wang S.H., (2012) "An Information Fusion Approach to Integrate Image Annotation and Text Mining Methods for Geographic Knowledge Discovery", In Expert Systems with Applications, Vol. 39, Issue 10, pp. 8954-8967, August 2012. (SCIE) (IF=2.203)
Lee, C.H., Yang, H.C. and Wang S.H., (2011) "An Image Annotation Approach Using Location References to Enhance Geographic Knowledge Discovery", In Expert Systems with Applications. Vol. 38, Issue 11, pp. 13792-13802, October 2011. (SCIE) (IF=2.203)
Lee, C.H., (2012) "A Study on Opinion Mining Techniques for the Applications of Product Reviews", In Journal of National Kaohsiung University of Applied Sciences, Vol. 41, pp. 73-92, May 2012
Yang, H.C., Hsiao, H.W. and Lee, C.H., (2011) "Multilingual Document Mining and Navigation Using Self-Organizing Maps", In Information Processing & Management, Vol. 47, Issue 5, pp. 647-666, September 2011.(SCIE)(SSCI) (IF=1.119)
Yang. H.C., Lee. C.H., and Ke. K.L., (2010) "TOSOM: A Topic-Oriented Self-Organizing Map for Text Organization", In World Academy of Science, Engineering and Technology, Issue 41, pp. 1100-1104. May 2010. (EI)
Yang, H.C., Lee, C.H. and Chen, D.W., (2009) "A Method for Multilingual Text Mining and Retrieval Using Growing Hierarchical Self-Organizing Maps", In Journal of Information Science, Vol. 35, No. 1, pp. 3-23, January 2009. (SCIE, SSCI) (IF=1.299)
Lee, C.H. and Yang, H.C., (2009) "Construction of Supervised and Unsupervised Learning Systems for Multilingual Text Categorization", In Expert Systems with Applications, 2009, Vol. 36, Issue 2, pp. 2400-2410, March 2009. (SCIE) (IF=2.203)
Yang, H.C. and Lee, C.H., (2009) "Semantic Matching and Annotation of Images by Self-Organizing Maps", In International Journal of Innovative Computing, Information and Control, Vol. 5, No. 3, pp. 677-688, Mar. 2009. (SCIE) (IF=2.392)
Yang, H.C. and Lee, C.H., (2008) "Image semantics discovery from web pages for semantic-based image retrieval using self-organizing maps", In Expert Systems with Applications. Vol. 34, No. 1, pp. 266-279, January 2008. (SCIE) (IF=2.203)
Yang, H.C. and Lee, C.H., (2005) "A Text Mining Approach for Automatic Construction of Hypertexts", In Expert Systems with Applications. Vol. 29, Issue 4, pp. 723-734, Elsevier, November 2005. (SCIE) (IF=2.203)
Yang, H.C. and Lee, C.H., (2005) "Automatic Category Theme Identification and Hierarchy Generation for Chinese Text Categorization", In Journal of Intelligent Information Systems, Vol. 25, No.1, pp. 47-67, Kluwer, July 2005. (SCI, EI)
Yang, H.C. and Lee, C.H., (2005) "Topic Maps Generation by Text Mining", In Encyclopedia of Data Warehousing and Mining, Idea Group, 2005 (ISBN: 1-59140-557-2 )
Yang, H.C. and Lee, C.H., (2004) "A Text Mining Approach on Automatic Generation of Web Directories and Hierarchies", In Expert Systems with Applications, Vol. 27, Issue 4, Elsevier, pp. 645-663, 2004. (SCIE) (IF=2.203)
Lee, C.H. and Yang, H.C., (2003) "A Multilingual Text Mining Approach Based on Self-Organizing Maps", In Applied Intelligence, Vol. 18, No. 3., Kluwer, pp. 295-310, 2003. (NSC 90-2213-E-309-001-) (SCIE, EI)
Yang, H.C. and Lee, C.H., (2003) "Building Topic Maps Using a Text Mining Approach", In Lecture Notes in Artificial Intelligence, Vol. 2871, Springer, pp. 307-314, 2003. (SCIE, EI)
Yang, H.C. and Lee, C.H., (2003) "Mining Environmental Texts of Images in Web Pages for Image Retrieval", In Lecture Notes in Artificial Intelligence, Vol. 2871, Springer, pp. 334-338, 2003. (SCIE, EI)
Yang, H.C. and Lee, C.H., (2003) "Discovering Image Semantics from Web Pages Using a Text Mining Approach", In Lecture Notes in Computer Science, Vol. 2762, Springer, pp. 495- 502, 2003. (SCIE, EI)
Yang, H.C. and Lee, C.H., (2003) "Mining Text Documents for Thematic Hierarchies Using Self-Organizing Maps", In Data Mining: Opportunities and Challenges. (Chapter VIII): pp. 199-219, Idea Group 2003 (ISBN:1-59140-051-1).
(B) Book Editor
Wang, S.L., June, J.J., Lee, C.H., Okuhara, K., and Yang, H.C. 2014. Multidisciplinary Social Networks Research: International Conference, MISNC 2014, Kaohsiung, Taiwan, September 13-14, 2014. Proceedings. (Communications in Computer and Information Science 473), ISBN: 978-3-662-45070-3 (Print) 978-3-662-45071-0 (Online), Springer 2014.
(C) Conference Papers (2002-2020)
Wang, C.K., Dai, H. J., Zhang, Y.C., Xu, B.C., Wang, B.H., Xu, Y.N., and Lee, C.H., "ISLab System for SMM4H Shared Task 2020", In Proceedings of the Fifth Social Media Mining for Health Applications Workshop and Shared Task, Barcelona, Spain, Dec. 12, 2020.
Yang, H.C., Lee, C.H. and Yeh, C.Y., "Mining Personality Traits from Social Text Messages", In Proceedings of the 7th Multidisciplinary International Social Networks Conference, Kaohsiung, Taiwan, Oct. 31 - Nov. 2, 2020.
Lee, C.H., Tsai, H.J., and Xu, B.C., (2019, Dec). "Development of a Novel Platform Combining Blockchain Technology and Deep Reinforcement Learning for Real Estate Transactional Process Optimization and House Price Forecasting", In Proceedings of the 15th Chinese Society of Housing Studies, Tainan, Taiwan, Dec. 21, 2019.
Lee, C.H., Yang, H.C., Chuang, Y.L., Huang, S.H., Chen, P.H., Dai H.J., "An Event Driven Sentiment Detection Method for Correlation Analysis of Bitcoin Market", In Proceedings of the 15th International Conference on Data Science(ICDATA 2019), Las Vegas, Nevada, USA, July. 29 - Aug. 1, 2019.
Lee, C.H., Chen, Y.C., and Lin, C.J., "A Framework for Incrementally Learning Twitter Data for Cryptocurrency Markets.", In Proceedings of Hong Kong International Conference on Engineering and Applied Science (HKICEAS 2018), Hong Kong, December. 18-20, 2018.
Lee, C.H., Yang, H.C., Xu, B.C., "Modeling Power Consumption of Mobile Devices Using a Hybrid Learning Approach with Crowdsourced Datasets", In Proceedings of the 33th International Conference on Computers and Their Applications (CATA 2018), Las Vegas, Nevada, USA, March 19-21, 2018.
Lee, C.H., Yang, H.C., Xu, B.C., “Exploring Cross-Event Relations on Twitter Datasets via Topic Recommendation and Word Embedding” In the 8th International Conference on Awareness Science and Technology (ICAST 2017), Taichung, Taiwan, Nov. 8-10, 2017.
Lee, C.H., Wu, C.H., Chou, C.C., Chung, X.H., Zeng, P.W., and Lin, Y.H., "A Framework for a Connnected Electric Vehicle Cloud to Learn Driver’ Behaviors", In the 25th International Conference On Systems Engineering(ICSEng 2017), Nevada University, Las Vegas, USA, Aug. 22-24, 2017.
Lee, C.H., Hsu, C.H., and Tsai, C.H., “A Data Driven Method to Build Learning Models for Correlation Analysis of Regional Air Quality”, In Proceedings of the 4th Multidisciplinary International Social Networks Conference, Bangkok, Thailand, July 17-19, 2017.
Lee, C.H., Chou, C.C., Chung, X.H., and Zeng, P.W., "Applying Climate Big-Data to Analysis of the Correlation between Regional Wind Speed and Wind Energy Generation", In 2016 3rd International Conference on Green Technology and Sustainable Development (GTSD), Kaohsiung, Taiwan, Nov. 24-25, 2016.
Lee, C.H. and Wu, C.H., "A Data Driven Approach to Create An Extensible EV Driving Data Model", In Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, Kean University, New Jersey, USA, Aug. 15-17, 2016.
Lee, C.H., Yang, H.C., Cheng, S.C., Tsai, S.W., "A Hybrid Big Data Analytics Method for Yield Improvement in Semiconductor Manufacturing", In Proceedings of the Fourth ASE International Conference on Social Informatics (ASE 2015), Kaohsiung, Taiwan, Oct. 7-9, 2015.
Lee, C.H., Wu, C.H., "An incremental learning technique for detecting driving behaviors using collected EV big data", In Proceedings of the Fourth ASE International Conference on Social Informatics (ASE 2015), Kaohsiung, Taiwan, Oct. 7-9, 2015.
Lee, C.H., Yang, H.C., Lin, S.J., "Incorporating Big Data and Social Sensors in a Novel Early Warning System of Dengue Outbreaks ", In Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2015), Paris, France, Aug. 25-28, 2015.
Lee, C.H. and Wu, C.H., "Collecting and Mining Big Data for Electric Vehicle Systems Using Battery Modeling Data", In Proceedings of the 12th International Conference on Information Technology : New Generations (ITNG 2015), Las Vegas, Nevada, USA, Apr. 13-15, 2015.
Yang, H.C., Lee, C.H., "Mining Crowdsourcing Data Using a Text Mining Approach", In Proceedings of the International Symposium on Social Sciences and Management (ISSSM 2015), Tokyo, Japan, Feb. 3-5, 2015.
Lee, C.H., Wu, C.H. and Lin, S.J., "Incorporating Human Sensors into Event Contexts for Emergency Management", In Proceedings of the 2014 Multidisciplinary International Social Networks Conference (MISNC 2014) , Kaohsiung, Taiwan, September 13-14, 2014, Vol. 473, pp. 189-198.
Yang, H.C., Lee, C.H., Wu, C.Y. and Huang, Y.C., "Discovering Sentiment of Social Messages by Mining Message Correlations", In Proceedings of the First Euro-China Conference on Intelligent Data Analysis and Applications (ECC 2014), Shenzhen, China, June 13-15, 2014, Vol. 297, pp. 213-221.
Yang, H.C., Lee, C.H., "Toward Crowdsourcing Data Mining", In Proceedings of the 3rd International Workshop on Intelligent Data Analysis and Management (IDAM 2013), Garden Villa, Kaohsiung, Taiwan, September 9-13, 2013, pp. 107-110.
Lee, C.H., Wu, C.H., Yang, H.C., Wen, W.S., and Chiang, C.Y., "Exploiting Online Social Data in Ontology Learning for Event Tracking and Emergency Response", In Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013), Workshop on Mining and Analyzing Social Networks for Decision Support (MSNDS 2013), Niagara Falls, Canada, August 25-28, 2013.
Lee, C.H., Wu, C.H., Yang, H.C., and Wen, W.S., "Learning to Create an Extensible Event Ontology Model from Social-Media Streams", In Proceedings of the 10th International Symposium on Neural Networks (ISNN 2013), Dalian, China, July 4-6, 2013, pp. 436-444.
Yang, H.C., Lee, C.H., and Wu, C.Y., "Incorporating User Constraints into Topic-Oriented Self-Organizing Maps", In Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Singapore, April 16-19, 2013.
Lee, C.H., Wu, C.H., Wen, W.S., and Yang, H.C., "Construction of an Event Ontology Model Using a Stream Mining Approach on Social Media", In Proceedings of the 28th International Conference on Computers and Their Applications (CATA 2013), Honolulu, Hawaii, USA, March 4-6, 2013.
Lee, C.H., Tsai, H.W., Lin, S.C., Hsia, C.C., Wu, C.H., and Wen, W.S., "Being aware of the world: An Early-Warning System Framework by Detecting Real-time Social-Media Streams", In Proceedings of the 2012 International Conference on Computational Techniques, Electronics & Mechanical Engineering (ICCTEME 2012), Singapore, December 14-15, 2012, pp. 226-230.
Yang, H.C., and Lee, C.H., "A Novel Self-Organizing Map for Text Document Organization", In Proceedings of the 3rd International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2012), Kaohsiung, Taiwan, September 26-28, pp. 39-44.
Yang, H.C., and Lee, C.H., "Mining Open Source Text Documents for Intelligence Gathering", In Proceedings of the 2012 IEEE International Symposium on IT in Medicine & Education (ITME 2012), Hokkaido, Japan, August 3-5, pp. 969-973.
Lee, C.H., Yang, H.C., Wen, W.S., and Weng, C.H., "Learning to Explore Spatio-temporal Impacts for Event Evaluation on Social Media", In Proceedings of the 9th International Symposium on Neural Networks (ISNN 2012), Lecture Notes in Computer Science, Shenyang, China, July 11-14, 2012, Vol. 7368, pp. 316-325.
Lee, C.H., Wu, C.H., Yang, H.C., and Wen, W.S., "Computing Event Relatedness Based on a Novel Evaluation of Social-Media Streams", In Proceedings of the 2012 International Workshop on Social Computing, Network, and Services (SocialComNet-2012), Lecture Notes in Electrical Engineering, Vancouver, Canada, June 26-28, 2012, Vol. 164, pp. 697-707.
Lee, C.H., Wen W.S., and Yang, H.C., "Mining Twitter Streams for Evaluating Event Relatedness Using a Density Based Clustering Approach", In Proceedings of the 27th International Conference on Computer and Their Applications (CATA-2012), Las Vegas, USA, March 12-14, 2012.
Yang, H.C., and Lee, C.H., "Mining tag semantics for social tag recommendation", In Proceedings of the 2011 IEEE International Conference on Granular Computing (GrC-2011), Kaohsiung, Taiwan, November 8-10, 2011, pp. 760-766.
Lee, C.H., Chien T.F., and Yang, H.C., "An Automatic Topic Ranking Approach for Event Detection on Microblogging Messages", In Proceedings of the 2011 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC-2011), Anchorage, Alaska, USA, October 9-12, 2011, pp. 1358-1363.
Yang, H.C., and Lee, C.H., "Identifying Spam Tags by Mining Tag Semantics," Proceedings of 2011 The Third International Conference on Data Mining and Intelligent Information Technology Applications (ICMIA 2011), Macau, Oct. 24-26, pp. 454-459.
Yang, H.C. and Lee, C.H., "Post-Level Spam Detection for Social Bookmarking Web Sites", In Proceedings of the International Conference on Advances in Social Network Analysis and Mining (ASONAM-2011), Kaohsiung, Taiwan, July 25-27, 2011, pp. 180-185.
Lee, C.H., Yang, H.C., Chien T.F., and Wen W.S., "A Novel Approach for Event Detection by Mining Spatio-temporal Information on Microblogs", In Proceedings of the International Conference on Advances in Social Network Analysis and Mining (ASONAM-2011), Kaohsiung, Taiwan, July 25-27, 2011, pp. 254-259.
Lee, C.H., Wu, C.H., "A Self-adaptive Term Weighting Scheme for Microblogging Real-time Stream Mining", In Proceedings of the 2011 International Workshop onSocial Computing, Network, and Services (SocialComNet-2011), Communications in Computer and Information Science, Crete, Greece, June 28-30, 2011, pp. 62-71.
Lee, C.H., Wu, C.H., and Chien, T.F., "BursT: A Dynamic Term Weighting Scheme for Mining Microblogging Messages", In Proceedings of the 8th International Symposium on Neural Networks (ISNN-2011), Lecture Notes in Computer Science, Guilin, China, May 29-June 1, 2011, pp. 548-557.
Yang, H.C., and Lee, C.H., "Automatic Detection of Social Tag Spams Using a Text Mining Approach", In Proceedings of the 2nd International Workshop on Mining Social Networks for Decision Support (ASONAM-2010), Odense, Denmark, August 9-11, 2010, pp. 441-445.
Yang, H.C., and Lee, C.H., "A Novel Self-organizing Map Algorithm for Text Mining", In Proceedings of the International Conference on System Science and Engineering (ICSSE-2010), Taipei, Taiwan, July 1-3, 2010, pp. 417-420.
Lee, C.H., Yang, H.C., and Chien, T.F., "DBHTE: A Novel Algorithm for Extracting Real-time Microblogging Topics", In Proceedings of the ISCA 23rd International Conference on Computer Applications in Industry and Engineering (CAINE-2010), Las Vegas, USA, November 8-10, 2010, pp. 55-60.
Yang, H.C., Lee, C.H., and Ke, K.L., "TOSOM: A Topic-Oriented Self-Organizing Map for Text Organization", In Proceedings of the International Conference on Cognitive and Neural Systems Engineering (ICCNSE-2010), Tokyo, Japan, May 26-28, 2010, pp. 1100-1104.
Lee, C.H., Yang, H.C., and Wang, S.H., "A Location Based Text Mining Method Using ANN for Geospatial KDD Process", In Proceedings of the Seventh International Symposium on Neural Networks (ISNN-2010), Shanghai, China, June 6-9, 2010, Vol. 6064, pp. 292-301.
Lee, C.H., Yang, H.C. and Wang, S.H., "An Image Annotation Approach based on Bag-of-keypoints for Geospatial Location Search", In Proceedings of the 25nd International Conference on Computers and Their Applications (CATA-2010), Honolulu, HI, USA, pp. 37-42.
Yang, H.C., Lee, C.H., and Chuang, C.H., "Automatic Image Annotation Using GHSOM", In Proceedings of the Fourth International Conference on Innovative Computing, Information and Control (ICICIC-2009), Kaohsiung, Taiwan, Dec. 7-9, 2009, pp. 1188-1191.
Lee, C.H., Yang, H.C., and Wang, S.H., "A Location Based Text Mining Approach for Geospatial Data Mining", In Proceedings of the Fourth International Conference on Innovative Computing, Information and Control (ICICIC-2009), Kaohsiung, Taiwan, Dec. 7-9, 2009, pp. 1172-1175.
Lee, C.H., Yang, H.C., and Li, Y.J., "Development of a Multilingual Text Approach for Knowledge Discovery in Patents", In Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC-2009), Hyatt Regency Riverwalk, San Antonio, Texas, USA, Oct. 11-14, 2009, pp. 2265-2269.
Lee, C.H., Yang, H.C., Wu, C.H. and Li, Y.J., "A Multilingual Patent Text-Mining Approach for Computing Relatedness Evaluation of Patent Documents", In Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP-2009), Kyoto, Japan, Sep. 12-14, 2009, pp. 612-615.
Lee, C.H., Yang, H.C., Wu, C.H., and Lan, Y.C., "A Two-stage Hybrid Approach for Feature Selection in Microarray Analysis", In Proceedings of the Ninth International Conference on Hybrid Intelligent Systems (HIS-2009), Shenyang, LiaoNing, China, Aug. 12-14, 2009, pp. 188-191
Yang, H.C., Hsiao, H.W., and Lee, C.H., "Automatic Construction of Multilingual Web Directory Using Self-Organizing Maps", In Proceedings of the International Joint Conference on INC, IMS and IDC (NCM2009), Seoul, Korea, Aug. 25-27, 2009, pp. 1283-1288.
Yang, H.C., Lee, C.H., and Tsai, H.T., "Multilingual Hierarchy Generation and Alignment Using Self-Organizing Maps", In Proceedings of the 2009 International Conference on Education Technology and Computer (ICETC 2009), Singapore, Apr. 17-20, 2009, pp. 326-330.
Yang, H.C., Chen, D.W., and Lee, C.H., "Multilingual Information Retrieval using GHSOM", In Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications (ISDA-2008), Kaohsiung, Taiwan, 2008, pp. 225-228
Yang, H.C., Chen, D.W., and Lee, C.H., "A Multilingual Hierarchy Mapping Method Based on GHSOM", In Proceedings of the Third International Conference on Innovative Computing, Information and Control (ICICIC-2008), Dalian, China, 2008, pp. 305-308
Lee, C.H., Wu, C.H., and Yang, H.C., "A Platform Framework for Cross-Lingual Text Relatedness Evaluation and Plagiarism Detection", In Proceedings of the Third International Conference on Innovative Computing, Information and Control (ICICIC-2008), Dalian, China, 2008, pp. 303-306.
Lee, C.H., Wu, C.H., Chung, H.H., and Yang, H.C., "A Unified Multilingual and Multimedia Data Mining Approach for Cancer Knowledge Discovery",In Proceedings of the Third International Conference on Intelligent Information Hiding and Multimedia Signal Process (IIH-MSP 2007), Kaohsiung, Taiwan, 2007, pp. 241-244.
Yang, H.C., and Lee, C.H., "A Method for Semantic Matching and Annotation of Images for Image Retrieval", In Proceedings of the Second International Conference on Innovative Computing, Information and Control (ICICIC-2007), Kumamoto, Japan, 2007, pp. 175-178.
Lee, C.H., Chiu, H.C., and Yang, H.C., "A Platform of Biomedical Literature Mining for Categorization of Cancer Related Abstracts", In Proceedings of the Second International Conference on Innovative Computing, Information and Control (ICICIC-2007), Kumamoto, Japan, 2007, pp. 174-177.
Lee, C.H., Wu, C.H., and Yang, H.C., "Text Mining of Clinical Records for Cancer Diagnosis", In Proceedings of the Second International Conference on Innovative Computing, Information and Control (ICICIC-2007), Kumamoto, Japan, 2007, pp. 172-175.
Yang, H.C., Chen, D.W., and Lee, C.H., "Mining Multilingual Texts Using Growing Hierarchical Self-Organizing Maps", In Proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC2007), Hong Kong, China, 2007, pp. 2263-2688.
Lee, C.H., and Yang, H.C., "Development of unsupervised and supervised learning systems for multilingual text categorization", In Proceedings of the 22nd International Conference on Computers and Their Applications (CATA-2007), Honolulu, HI, USA, pp. 177-182. (NSC95-2221-E-151-030)
Lee, C.H., and Yang, H.C., "Implementation of Unsupervised and Supervised Learning Systems for Multilingual Text Categorization", In Proceedings of the Fourth International Conference on Information Technology: New Generations (ITNG 2007), Las Vegas, Nevada, USA, pp. 377-382. (NSC95-2221-E-151-030)
Yang, H.C., and Lee, C.H., "A Text Mining Scheme for the Construction of Web Navigation Structures", In Proceedings of the INFORMS International, Hong Kong, China, 2006.
Yang, H.C., and Lee, C.H., "Mining Unstructured Web Pages to Enhance Web Information Retrieval", In Proceedings of the first International Conference on Innovative Computing, Information and Control (ICICIC-06), Beijing, China, 2006, pp. 429-432.
Lee, C.H., Yang, H.C., and Ma, S.M., "A Novel Multi-Language Text Categorization System Using Latent Semantic Indexing", In Proceedings of the first International Conference on Innovative Computing, Information and Control (ICICIC-06), Beijing, China, 2006, pp. 503-506.
Yang, H.C., and Lee, C.H., “NaviSOM: Automatic Construction of Navigational Structure for Web Pages Using Self-organizing Maps", In Proceedings of the 2006 International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 2006, pp. 985-992.
Lee, C.H., Yang, H.C., Chen, T.C., and Ma, S.M., "A Comparative Study on Supervised and Unsupervised Learning Approaches for Multilingual Text Categorization", In Proceedings of the first International Conference on Innovative Computing, Information and Control (ICICIC-06), Beijing, China, 2006, pp. 511-514.
Lee, C.H., Yang, H.C., Chen, T.C., and Ma, S.M., "Development of a Multi-Classifier Approach for Multilingual Text Categorization", In Proceedings of the 2006 International Conference on Data Mining (DMIN 2006), Las Vegas, USA, 2006, pp. 73-77.
Lee, C.H., Yang, H.C., and Hsu, F.C., "A New Measure of Text Relatedness Using a Novel Classifier-based Vector Approach", In Proceedings of the ISCA 21st International Conference on Computers and Their Applications (CATA2006), Seattle, WA, 2006, pp. 211-216.
Lee, C.H., and Tsai, C.H., "A Classification Approach on Gene Microarray Data for Identification of Tumors", In Proceedings of the 10th Conference on Artificial Intelligence and Applications, Kaohsiung, Taiwan, 2005.
Lee, C.H., Yang, H.C., Hsu, F.C., Chen, T.C., and Hung, C.C., "A Multiple Classifier Approach for Measuring Text Relatedness Based on Support Vector Machines Techniques", In Proceedings of the9th World Multi-conference on Systemics, Cybernetics and Informatics (WMSCI 2005), Orlando, USA, 2005.
Yang, H.C., and Lee, C.H., "Automatic Metadata Generation for Web Pages Using a Text Mining Approach", In Proceedings of the 21th international Conference on Data Engineering (ICDE2005), Tokyo, Japan, 2005.
Lee, C.H., and Yang, H.C., "A Classifier-based Text Mining Approach for Evaluating Semantic Relatedness Using Support Vector Machines", In Proceedings of the International Conference on Information Technology (ITCC 2005). Las Vegas, Nevada, USA, 2005.
Lee, C.H., and Yang, H.C., "A Text Mining Approach for Text Categorization via Computing Semantic Relatedness Using Support Vector Machines", In Proceedings of the 2004 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2004), 2004.
Lee, C.H., and Yang, H.C., "A Text Mining Approach for Measuring Semantic Relatedness Using Support Vector Machines", In Proceedings of the 8th World Multi-conference on Systemics, Cybernetics and Informatics, 2004.
Yang, H.C. and Lee, C.H., "A Text Mining Approach on Automatic Generation of Web Directories and Hierarchies", In Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), Halifax, Canada, 2003.
Lee, C.H. and Yang, H.C., "Text Mining of Multilingual Corpora via Computing Semantic Relatedness", In Proceedings of the 2002 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2002), Hammamet, Tunisia, Vol. 5., 46-50, 2002.
Lee, C.H. and Yang, H.C., "A Multilingual Text-Mining Approach Based on Self-Organizing Maps for Semantic Web Mining", In Proceedings of the 2002 IEEE International Conference on Systems, Man, and Cybernetics (SMC2002), Hammamet, Tunisia, Vol. 2., 455-459, 2002.
Lee, C.H. and Yang, H.C., "Acquisition of Web Semantics based on a Multilingual Text Mining Technique", In Proceedings of the 2nd Semantic Web Mining Workshop of the 6th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-2002), Helsinki, Finland, 61-70., 2002.
Lee, C.H., "A Simulation-Model Library Technique for Product Design", In Proceedings of the6th International Conference on Engineering Design and Automation, Hawaii , USA , 2002, 659-664.
Lee, C.H., and Yang, H.C., “Text Mining of Bilingual Parallel Corpora with a Measure of Semantic Similarity.” In Proceedings of the Natural Language Processing and Knowledge Engineering (NLPKE) Mini Symposium of the 2001 IEEE International Conference on Systems, Man, and Cybernetics (SMC2001), Volume 1, Tucson, Arizona, U.S.A., Oct. 7-10, 2001, pp. 470-475.
Lee, C.H., and Yang, H.C., “Discovering Implicit Customer Knowledge through Automatic Construction of a Functional Thesaurus for E-Commerce.” In Proceedings of the 16th International Conference on Production Research (ICPR-16), Prague, Czech, Jul. 29 –Aug. 3, 2001.
Lee, C.H., and Yang, H.C., “An Ontology-based Web-Mining Technique for Supply-Chain Management.” In Proceedings of the 4th APORS International Conference (in conjunction with the 2001 Spring National Conference of ORSJ), Hosei University, Tokyo, Japan, May 1-2, 2001, pp. 164-165.
Yang, H.C., and Lee, C.H., “Automatic Hypertext Construction through a Text Mining Approach by Self-organizing Maps.” In Proceedings of the Fifth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-01), Hong Kong, Apr. 16-18, 2001, pp. 108-113.
Lee, C.H., and Yang, H.C., “Developing an Adaptive Search Engine for E-Commerce Using a Web Mining Approach.” In Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC 2001): Special Session on Web and Hypermedia Systems, Las Vegas, NV., Apr. 2-4, 2001, pp. 604-610.
Yang, H.C., and Lee, C.H., “Automatic Category Structure Generation and Categorization of Chinese Text Documents.” In Proceedings of The Fourth European Conference on Principles and Practice of Knowledge Discovery in Databases(PKDD-2000), Lyon, France, Sep. 13-16, 2000, pp. 673-678.
Lee, C.H., and Yang, H.C., “Towards Multilingual Information Discovery through a SOM based Text Mining Approach.” In Proceedings of The Sixth Pacific Rim International Conference on Artificial Intelligence (PRICAI 2000) Workshop on Text and Web Mining, Melbourne, Australia, August 28-September 1, 2000, pp. 80-87.
Yang, H.C., and Lee, C.H., “Automatic Category Generation for Text Documents by Self-organizing Maps.” In Proceedings of The IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN), Como, Italy, Vol. III, July 27-27, 2000, pp. 581-586.
Lee, C.H., and Yang, H.C., “A Text Data Mining Approach Using a Chinese Corpus Based on Self-Organizing Map.” In Proceedings of the Fourth International Workshop on Information Retrieval with Asian Language (IRAL), Academia Sinica, Taipei, Taiwan, November 11, 1999, pp. 19-22.
Lee, C.H., and Yang, H.C., “A Web Text Mining Approach Based on Self-Organizing Map.” In Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management, Kansas City, Missouri, USA, November 02 - 06, 1999, pp. 59-62.
(D) Other
巨量資料專刊-工程科技通訊145期/2015年4月刊, "電動車巨量資料探勘技術之開發與應用", No.145, pp.65-66, 2015.
