國立成功大學工程科學系

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鄧維光 副教授
介紹
鄧維光照片
姓名:
鄧維光
職稱:
副教授
學歷:
國立台灣大學電機工程所(計算機科學組) 博士
分機:
63339
信箱:
wgteng@ncku.edu.tw
成就:
個人學術成就
實驗室:
知識探索實驗室
專長:
資料庫系統、資料探勘/機器學習、電腦通信網路、醫療資訊系統
經歷
起迄時間
名稱
2004~2005
現觀科技資深研發工程師
2005~2012
國立成功大學工程科學系助理教授
2012~迄今
國立成功大學工程科學系副教授
期刊論文
  1. Dynamic Wavelet Synopses Management over Sliding Windows in Sensor Networks,SCI Impact Factor=2.236,IEEE Transactions on Knowledge and Data Engineering,22(2),2010,02,193-206
  2. DAWN: an Efficient Framework of DCT for Data with Error Estimation,SCI Impact Factor=7.067,Very Large Data Base Journal,17(4),2008,07,683-702
  3. Toward an Intelligent Agent System using Document Classification Techniques,Journal of Computers (Special Issue on Software Agent),18(1),2007,04,31-44
  4. Collaborative Recommendation with Multi-Criteria Ratings,Journal of Computers (Special Issue on Data Mining),17(4),2007,01,69-78
  5. Integrating Web Caching and Web Prefetching in Client-Side Proxies,SCI Impact Factor=1.462,IEEE Transactions on Parallel and Distributed Systems,16(5),2005,05,444-455
  6. A Statistical Framework for Mining Substitution Rules,SCI,Knowledge and Information Systems,7(2),2005,02,158-178
  7. Multimedia over IP for Thin Clients: Building a Collaborative Resource-Sharing Prototype,SCI Impact Factor=0.418,Concurrent Engineering: Research and Applications Journal,12(3),2004,09,175-183
研討會論文
  1. An Incremental SVD-based Scheme for Large-scale Recommendation Systems(EI),Accepted by Proceedings of the Second IITA International Joint Conference on Artificial Intelligence,China,Shanghai,2010-12-25,2010-12-26,
  2. Exploiting Browsing History for Exploratory Search(EI),Proceedings of the 13th International Conference on Human-Computer Interaction (LNCS 5617),USA,San Diego,2009-07-19,2009-07-24,pages 355-364,
  3. Discovering and Exploiting Cumulative Cues for Informational Web Search(EI),Proceedings of the 2010 Conference on Technologies and Applications of Artificial Intelligence,Taiwan, ,Hsinchu,2010-11-18,2010-11-20,pages 286-292,
  4. Exploiting a Growing Self-Organizing Map for Adaptive and Efficient Color Quantization(EI),Proceedings of the 2009 IEEE Pacific-Rim Conference on Multimedia (LNCS 5879),Thailand,Bangkok,2009-12-15,2009-12-18,pages 1219-1229,
  5. An SVM-based Predictive Schema of School Performance from Big Five Personality Traits and Biographical Data,Proceedings of the 13th International Conference on Human-Computer Interaction (Posters),USA,San Diego,2009-07-19,2009-07-24,pages 774-778,
  6. W.-G. Teng, W.-M. Pai, and K.-C. Chen,Proceedings of the 8th IEEE International Conference on Cognitive Informatics,China, ,Hong Kong,2009-06-15,2009-06-17,pages 422-427,
  7. Adopting User Profile and Behavior Patterns in a Web-TV Recommendation System(EI),Proceedings of the 13th IEEE International Symposium on Consumer Electronics,Japan,Kyoto,2009-05-25,2009-05-28,pages 320-324,
  8. Supporting Informational Web Search with Interactive Explorations(EI),Proceedings of the 4th IEEE International Conference on Signal-Image Technology and Internet-based Systems,Indonesia,Bali,2008-11-30,2008-11-30,pages 153-160,
  9. Supporting Landmark Image Retrieval with Skyline Extraction Techniques(EI),Proceedings of the 2nd International Conference on Multimedia and Ubiquitous Engineering,Korea,Busan,2008-04-26,2008-04-28,pages 138-143,
  10. Incorporating Multi-Criteria Ratings in Recommendation Systems(EI),Proceedings of the 2007 IEEE International Conference on Information Reuse and Integration,USA,Las Vegas,2007-08-13,2007-08-15,pages 273-278,
  11. Extending Web Search for Online Plagiarism Detection,Proceedings of the 2007 IEEE International Conference on Information Reuse and Integration,USA,Las Vegas,2007-08-13,2007-08-15,pages 164-169,
  12. Exploiting the Self-Organizing Map for Medical Image Segmentation(EI),Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems,Slovenia,Maribor,2007-06-20,2007-06-22,pages 281-286,
  13. Mining Communities of Acquainted Mobile Users on Call Detail Records(EI),Proceedings of the 22nd Annual ACM Symposium on Applied Computing,Korea,Seoul,2007-03-11,2007-03-15,pages 957-958,
  14. Incremental Maintenance of Wavelet Synopses for Data Streams,Workshop on Temporal Data Mining: Algorithms, Theory and Applications (in conjunction with ICDM-2005),USA,Houston,2005-11-27,2005-11-30,pages 116-126,
  15. Information Fusion for Self-Organizing Sensor Networks(EI),Proceedings of the 5th Annual Emerging Information Technology Conference,Taiwan,Taipei,2005-08-15,2005-08-16,pages 123-125,
  16. Resource-Aware Mining with Variable Granularities in Data Streams(EI),Proceedings of the 4th SIAM International Conference on Data Mining,USA,Lake Buena Vista,2004-04-22,2004-04-24,pages 527-531,
  17. A Regression-Based Temporal Pattern Mining Scheme for Data Streams,Proceedings of the 29th International Conference on Very Large Data Bases,Germany,Berlin,2003-09-09,2003-09-13,pages 93-104,
  18. On the Mining of Substitution Rules for Statistically Dependent Items,Proceedings of the IEEE 2nd International Conference on Data Mining,Japan,Maebashi City,2002-12-09,2002-12-12,pages 442-449,
  19. Multimedia over IP for Thin Clients: Building a Collaborative Resource-Sharing Prototype,The 2nd International Workshop on Cooperative Internet Computing (in conjunction with VLDB-2002),China,Hong Kong,2002-08-18,2002-08-19,
  20. Collaborative Client-Server Architecture in the Web-based Viewing Scheme,Proceedings of the 11th International World Wide Web Conferenc,USA,Honolulu,2002-05-07,2002-05-11,
  21. Design and Implementation of a Software Package for Network Education,Proceedings of the 2000 International Conference on Engineering Education, Session WA2 (in CD),Taiwan,Taipei,2000-08-14,2000-08-16,
國科會計畫
  1. 線上環境之半結構化資料探勘技術2006 - 2006
  2. 智慧型全域學習與管理系統之設計與實作-以資料探勘技術實現具情境感知能力之內容檢索系統2006 - 2009
  3. 結合自動標註與內容特徵之網路影像檢索技術2009 - 2011
產學計畫
  1. 點對點網路下載服務之評估與設計2008 - 2008
其他
  1. 資料庫系統與資料探勘教學計畫2006 - 2006
專利
  1. 包含有防火牆之網路系統輪詢通訊方法2004
  2. 於設置有防火牆之網路系統中進行通訊之偵詢控制裝置2004
  3. 利用通話記錄辨識行動使用者群聚之方法及系統2010
  4. 具延展性之癌症管理系統2014
榮譽事項
  1. 指導研究室學生榮獲2014誰是高手巨量資料商機創意大賽最佳實務獎2014
  2. 指導學生榮獲2016成功大學校園導覽APP創意競賽2016
  3. 指導學生李坤敏榮獲105年度博士組科林科技論文獎2016

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