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 :
相關連結 :
主要研究領域
• 資料探勘
• 機器學習
• 健康資訊分析
• 應用計量經濟
• 人工智慧
研究領域摘要
暫無資料
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
• 系統分析與設計
• 統計學一下
• 統計學習初論
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, 2016, Stock Prediction Via Sentiment And Online Social Status , PACIS 2016 , July , (Chiayi, Taiwan)
  2. Hsin-Min Lu, Nina Wan-Hsin Huang, Shu-Hsing Li, and Tsai-Jyh Chen, 2009, Risk Statement Recognition in News Articles , International Conference on Information Systems (ICIS) , December , (Phoenix, Arizona)
  3. Hsin-Min Lu, Nina WanHsin Huang, Shu-Hsing Li, Zhu Zhang, Tsai-Jyh Chen, and Hsinchun Chen, 2009, Recognizing Firm-Specific Risk Statements in News Articles , American Accounting Association Annual Meeting (AAA) , July , (New York)
  4. Hsin-Min Lu, Daniel Zeng, and Hsinchun Chen, 2008, Bioterrorism Event Detection Based on the Markov Switching Model: A Simulated Anthrax Outbreak Study , IEEE International Conference on Intelligence and Security Informatics , August , (Taipei)
  5. Hsin-Min Lu, Hsinchun Chen, Daniel Zeng, Chwan-Chuen King, Lea Trujillo, and Ken Komatsu, 2007, Multilingual Chief Complaint Classifier , Sixth Annual International Society for Disease Surveillance Conference , August , (Indianapolis)
  6. Hsin-Min Lu, Daniel Zeng, and Hsinchun Chen, 2006, Ontology-based Automatic Chief Complaints Classification for Syndromic Surveillance , IEEE International Conference on Systems, Man, and Cybernetics , August , (Taipei)
期刊論文
  1. Feng-Tse Tsai,Hsin-Min Lu,Mao-Wei Hung, 2016, The Impact of News Articles and Corporate Disclosure on Credit Risk Valuation , Journal of Banking and Finance , Vol.68 , 100 - 116 , ( SSCI )
  2. Hsin-Min Lu, Chih-Ping Wei, and Fei-Yuan Hsiao, 2016, Modeling Healthcare Data Using Multiple-Channel Latent Dirichlet Allocation , Journal of Biomedical Informatics , ( SCI )
  3. Hung-Lin Chen, Li-Jiuan Shen, Chih-Ping Wei, Hsin-Min Lu, Fei-Yuan Hsiao, 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 , Vol.21 , No.5 , 808 - 816 , ( SCI )
  4. Hsin-Min Lu and Chien-Hua Lee, 2015, A Twitter Hashtag Recommendation Model that Accommodates for Temporal Clustering Effects , IEEE Intelligent Systems , Vol.30 , No.3 , 18 - 25 , ( SCI )
  5. Yu-Tai Chien and Hsin-Min Lu, 2015, Firm Websites and the Risk of Firm. Industrial Management & Data Systems , Industrial Management & Data Systems , Vol.115 , No.3 , 504 - 520 , ( SSCI )
  6. Hsin-Min Lu, 2015, Detecting Short-Term Cyclical Topic Dynamics in the News and User-Generated Content , Decision Support Systems , Vol.70 , 1 - 14 , ( SCI )
  7. John L. Campbell, Hsinchun Chen, Dan S. Dhaliwal, Hsin-Min Lu, and Logan B. Steele, 2014, The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings , Review of Accounting Studies , Vol.19 , No.1 , ( SSCI )
  8. Hsin-Min Lu, Feng-Tse Tsai, Hsinchun Chen, Mao-Wei Hung, and Shu-Hsing Li, 2012, Credit Rating Change Modeling Using News and Financial Ratios , ACM Transactions on Management Information Systems , Vol.3 , No.3
  9. Kuo-Tay Chen, Hsin-Min Lu, Tsai-Jyh Chen, Shu-Hsing Li , Jian-Shuen Lian, and Hsinchun Chen, 2011, Giving Context to Accounting Numbers: The Role of News Coverage , Decision Support Systems , Vol.50 , No.4 , 673 - 679 , ( SCI )
  10. Hsin-Min Lu, Daniel Zeng, and Hsinchun Chen, 2010, Prospective Infectious Disease Outbreak Detection Using Markov Switching Models , IEEE Transactions on Knowledge & Data Engineering , Vol.22 , No.4 , 565 - 577 , ( SCI )
  11. Hsin-Min Lu, Hsinchun Chen, Tsai-Jyh Chen, Mao-Wei Hung, and Shu-Hsing Li, 2010, Financial Text Mining: Supporting Decision Making Using Web 2.0 Content , IEEE Intelligence Systems , Vol.25 , No.2 , 78 - 82 , ( SCI )
  12. Hsin-Min Lu, , Hsinchun Chen, Daniel Zeng, CC King, FY Shih, TS Wu, JY Hsiao, 2009, Multilingual chief complaint classification for syndromic surveillance: an experiment with Chinese chief complaints , International Journal of Medical Informatics , Vol.78 , No.5 , 308 - 320 , ( SCI )
  13. Hsin-Min Lu, Daniel Zeng, Lea Trujillo, Ken Komatsu, and Hsinchun Chen, 2008, Ontology-enhanced Automatic Chief Complaints Classification for Syndromic Surveillance , Journal of Biomedical Informatics , Vol.41 , No.2 , 340 - 352 , ( SCI )
  14. Jow-Ran Chang, Mao-Wei Hung, Cheng-few Lee, and Hsin-Min Lu, 2007, The Jump Behavior of Foreign Exchange Market: Analysis of Thai Baht , Review of Pacific Basin Financial Markets and Policies , Vol.10 , No.2 , 265 - 288
  15. Chia-Shang J. Chu, and Hsin-Min Lu, 2006, Random Walk Hypothesis in Exchange Rate Reconsidered , Journal of Forecasting , Vol.25 , No.4 , 275 - 290 , ( SCI )
專書
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專書論文
  1. Hsin-Min Lu, Daneil Zeng, and Hsinchun Chen, 2009, Markov Switching-Based Outbreak Detection , Springer , (Biosurveillance and Infectious Disease Informatics)
  2. Hsin-Min Lu, Daneil Zeng, and Hsinchun Chen, 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, 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, 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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