師資介紹
鄧維光
基本資料
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中文姓名: | 鄧維光 |
| 職稱: | 副教授 | |
| 行政職務: | ||
| 最高學歷: | 國立台灣大學電機工程所(計算機科學組) 博士 | |
| 校內分機: | 63339 | |
| 電子信箱: | wgteng@ncku.edu.tw | |
| 學術成就: | https://researchoutput.ncku.edu.tw/en/persons/wei-guang-teng | |
| 實驗室名稱: | 知識探索實驗室 | |
| 專業領域: |
資料探勘、串流資料管理、資料庫系統、電腦通訊網路、行動通訊、多媒體技術
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經歷
| 起迄時間 | 經歷內容/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
| 編號 | 論文名稱 |
| 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
| 編號 | 論文名稱 |
| 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
| 編號 | 計劃名稱 | 類型 | 起迄年份 |
| 1 | 線上環境之半結構化資料探勘技術 | 國科會案件 | 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 | 國科會案件 | 2006 - 2009 |
| 3 | 結合自動標註與內容特徵之網路影像檢索技術 | 國科會案件 | 2009 - 2011 |
產學計畫
| 編號 | 計劃名稱 | 類型 | 起迄年份 |
| 1 | 點對點網路下載服務之評估與設計 | 產學計畫 | 2008 - 2008 |
其他
| 編號 | 計劃名稱 | 類型 | 起迄年份 |
| 1 | 資料庫系統與資料探勘教學計畫 | 校內補助案 | 2006 - 2006 |
專書
| 編號 | 專書名稱 | 年份 |
專利
| 編號 | 專利名稱 | 年份 |
| 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 |
技術轉移
| 編號 | 技轉名稱 | 年份 |
榮譽事項
| 編號 | 榮譽事項 | 年份 |
| 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 |
學術活動
| 編號 | 活動名稱 | 活動類型 | 年份 |