Department of Engineering Science, NCKU

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Teng, Wei-Guang Associate Professor
Introduction
Teng, Wei-Guang photo
Name:
Teng, Wei-Guang
Title:
Associate Professor
Education:
Department of Electrical Enginnering, National Taiwan University
TEL ext:
63339
Email:
wgteng@ncku.edu.tw
Achievement:
Research NCKU
Laboratory:
Knowledge Discovery Lab
Expertise:
Data Mining, Management of Data Streams, Database Systems, Computer Networks, Mobile Communications, Multimedia.
Experience
Date
Title
2004~2005
Senior R&D Engineer, Groundhog Technologies Inc. (2004/8 ~ 2005/7)
2005~2012
Assistant Professor, Department of Engineering Science, National Cheng Kung University (2005/8 ~ 2012/7)
2012~迄今
Assiscate Professor, Department of Engineering Science, National Cheng Kung University (2012/8 ~ present)
Journal
  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
Conference paper
  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,
Books
  1. Building a Collaborative Client-Server Application(Book Chapter) Cooperative Internet Computing, Kluwer Academic Publishers2003
  2. Incremental Mining on Association Rules," Foundations and Advances in Data Mining, pages 125-162(Book Chapter)2005
Patents
  1. Method and System for Identifying Mobile User Cluster by Call Detail Record, No. 11/473,056.
Events
  1. The IEEE Joint Conference on E-Commerce Technology and Enterprise Computing, E-Commerce and E-Services (CEC/EEE-2006) San Francisco, CA, U.S.A. PC member 2006-06-26Conference2006
  2. The IEEE Joint Conference on E-Commerce Technology and Enterprise Computing, E-Commerce and E-Services (CEC/EEE-2007) Tokyo, Japan PC member 2007-07-23Conference2007
  3. The 18th International Conference on Database and Expert Systems Applications (DEXA-2007) Regensburg, Germany PC member 2007-09-03Conference2007
  4. Asia-Pacific Workshop on Visual Information Processing (VIP-2007) Tainan, Taiwan Publicity co-chair 2007-12-15Conference2007
  5. The 19th International Conference on Database and Expert Systems Applications (DEXA-2008) Turin, Italy PC member 2008-09-01Conference2008
  6. The 2009 APSIPA Annual Summit and Conference Sapporo, Japan PC member 2009-10-05Conference2009