個人資料
盧信銘
博士 美國亞歷桑那大學 Management Information Systems 博士
碩士 國立臺灣大學經濟學碩士
學士 國立臺灣大學工商管理學系學士
研究室 : 二館 509
電話 : (02)33661184
傳真 : 33661199
E-mail : luim@ntu.edu.tw
諮詢時段 :
相關連結 :
主要研究領域
• 應用計量經濟
• 人工智慧
• 機器學習
• 資料探勘
• 健康資訊分析
研究領域摘要
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學歷
• 美國亞歷桑那大學 Management Information Systems 博士
• 國立臺灣大學經濟學碩士
• 國立臺灣大學工商管理學系學士
課程
• 管理數學
• 統計學習初論
• 統計學一下
• 系統分析與設計
獲獎
2014       First Place, Competition for Innovative Value-added Applications Using Health Data
經歷
2010/8 - now  Assistant Professor, Dept. of Information Management, National Taiwan University
研討會論文
  1. Jih-Shin Chen and Hsin-Min Lu, July 2016, Stock Prediction Via Sentiment And Online Social Status, PACIS 2016, (Chiayi, Taiwan).
  2. Hsin-Min Lu, Nina Wan-Hsin Huang, Shu-Hsing Li, and Tsai-Jyh Chen, December 2009, Risk Statement Recognition in News Articles, International Conference on Information Systems (ICIS), (Phoenix, Arizona).
  3. Hsin-Min Lu, Nina WanHsin Huang, Shu-Hsing Li, Zhu Zhang, Tsai-Jyh Chen, and Hsinchun Chen, July 2009, Recognizing Firm-Specific Risk Statements in News Articles, American Accounting Association Annual Meeting (AAA), (New York).
  4. Hsin-Min Lu, Daniel Zeng, and Hsinchun Chen, August 2008, Bioterrorism Event Detection Based on the Markov Switching Model: A Simulated Anthrax Outbreak Study, IEEE International Conference on Intelligence and Security Informatics, (Taipei).
  5. Hsin-Min Lu, Hsinchun Chen, Daniel Zeng, Chwan-Chuen King, Lea Trujillo, and Ken Komatsu, August 2007, Multilingual Chief Complaint Classifier, Sixth Annual International Society for Disease Surveillance Conference, (Indianapolis).
  6. Hsin-Min Lu, Daniel Zeng, and Hsinchun Chen, August 2006, Ontology-based Automatic Chief Complaints Classification for Syndromic Surveillance, IEEE International Conference on Systems, Man, and Cybernetics, (Taipei).
期刊論文
  1. Feng-Tse Tsai,Hsin-Min Lu,Mao-Wei Hung, July 2016, The Impact of News Articles and Corporate Disclosure on Credit Risk Valuation, Journal of Banking and Finance, 100 - 116.
  2. Hsin-Min Lu, Chih-Ping Wei, and Fei-Yuan Hsiao, February 2016, Modeling Healthcare Data Using Multiple-Channel Latent Dirichlet Allocation, Journal of Biomedical Informatics.
  3. Hung-Lin Chen, Li-Jiuan Shen, Chih-Ping Wei, Hsin-Min Lu, Fei-Yuan Hsiao, October 2015, Decision to adopt medical technology under the National Health Insurance System in Taiwan: case study of new molecular targeted drugs among non-small cell lung cancer patients, Journal of Evaluation in Clinical Practice, 808 - 816.
  4. Hsin-Min Lu and Chien-Hua Lee, May 2015, A Twitter Hashtag Recommendation Model that Accommodates for Temporal Clustering Effects, IEEE Intelligent Systems, 18 - 25.
  5. Yu-Tai Chien and Hsin-Min Lu, April 2015, Firm Websites and the Risk of Firm. Industrial Management & Data Systems, Industrial Management & Data Systems, 504 - 520.
  6. Hsin-Min Lu, February 2015, Detecting Short-Term Cyclical Topic Dynamics in the News and User-Generated Content, Decision Support Systems, 1 - 14.
  7. John L. Campbell, Hsinchun Chen, Dan S. Dhaliwal, Hsin-Min Lu, and Logan B. Steele, March 2014, The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings, Review of Accounting Studies.
  8. Hsin-Min Lu, Feng-Tse Tsai, Hsinchun Chen, Mao-Wei Hung, and Shu-Hsing Li, October 2012, Credit Rating Change Modeling Using News and Financial Ratios, ACM Transactions on Management Information Systems.
  9. Kuo-Tay Chen, Hsin-Min Lu, Tsai-Jyh Chen, Shu-Hsing Li , Jian-Shuen Lian, and Hsinchun Chen, March 2011, Giving Context to Accounting Numbers: The Role of News Coverage, Decision Support Systems, 673 - 679.
  10. Hsin-Min Lu, Daniel Zeng, and Hsinchun Chen, April 2010, Prospective Infectious Disease Outbreak Detection Using Markov Switching Models, IEEE Transactions on Knowledge & Data Engineering, 565 - 577.
  11. Hsin-Min Lu, Hsinchun Chen, Tsai-Jyh Chen, Mao-Wei Hung, and Shu-Hsing Li, March 2010, Financial Text Mining: Supporting Decision Making Using Web 2.0 Content, IEEE Intelligence Systems, 78 - 82.
  12. Hsin-Min Lu, , Hsinchun Chen, Daniel Zeng, CC King, FY Shih, TS Wu, JY Hsiao, August 2009, Multilingual chief complaint classification for syndromic surveillance: an experiment with Chinese chief complaints, International Journal of Medical Informatics, 308 - 320.
  13. Hsin-Min Lu, Daniel Zeng, Lea Trujillo, Ken Komatsu, and Hsinchun Chen, April 2008, Ontology-enhanced Automatic Chief Complaints Classification for Syndromic Surveillance, Journal of Biomedical Informatics, 340 - 352.
  14. Jow-Ran Chang, Mao-Wei Hung, Cheng-few Lee, and Hsin-Min Lu, June 2007, The Jump Behavior of Foreign Exchange Market: Analysis of Thai Baht, Review of Pacific Basin Financial Markets and Policies, 265 - 288.
  15. Chia-Shang J. Chu, and Hsin-Min Lu, 2006, Random Walk Hypothesis in Exchange Rate Reconsidered, Journal of Forecasting, 275 - 290.
專書
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專書論文
  1. Hsin-Min Lu, Daneil Zeng, and Hsinchun Chen, August 2009, Markov Switching-Based Outbreak Detection, Springer, ( Biosurveillance and Infectious Disease Informatics ).
  2. Hsin-Min Lu, Daneil Zeng, and Hsinchun Chen, August 2009, Chief Complaint and Syndrome Mapping, Springer, ( Biosurveillance and Infectious Disease Informatics ).
  3. Hsin-Min Lu, Nina WanHsin Huang, Zhu Zhang and Tsai-Jyh Chen, August 2009, Identifying Firm-Specific Risk Statements in News Articles,” Intelligence and Security Informatics, Springer, ( Lecture Notes in Computer Science No. 5477 ).
  4. Hsin-Min Lu, Chwan-Chuen King, Tsung-Shu Wu, Fuh-Yuan Shin, Jin-Yi Hsiao, Daniel Zeng, and Hsinchun Chen, August 2007, Chinese Chief Complaint Classification for Syndromic Surveillance, Springer, ( Lecture Notes in Computer Science, No. 4506 ).
技術報告
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其他
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