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  Books&Monographs Published

Volumes Edited:

  1. Co-Editor: Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration (IRI-2005), August 15-17, 2005, Las Vegas, Nevada, USA, IEEE ISBN: 0-7803-9093-8.

  2. Co-Editor: Proceedings of the Second ACM International Workshop on Multimedia Databases (MMDB 2004), November 13, 2004, Washington, DC, USA, ACM ISBN: 1-58113-975-6.

  3. Co-Editor: Proceedings of the First ACM International Workshop on Multimedia Databases (MMDB 2003), November 7, 2003, New Orleans, Louisiana, USA, ACM ISBN: 1-58113-726-5.

Books:

  1. Shu-Ching Chen and Mei-Ling Shyu, Multimedia Data Engineering Applications and Processing, IGI Global, DOI: 10.4018/978-1-4666-2940-0, ISBN13: 9781466629400, ISBN10: 1466629401, EISBN13: 9781466629417, February, 2013, 328 pages.

  2. Shu-Ching Chen and Mei-Ling Shyu, Methods and Innovations for Multimedia Database Content Management, IGI Global, DOI: 10.4018/978-1-4666-1791-9, ISBN13: 9781466617919, ISBN10: 1466617918, EISBN13: 9781466617926, June 2012, 363 pages.

Book Chapters:

  1. Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, and Shu-Ching Chen, "Classifier Fusion by Judgers on Spark Clusters for Multimedia Big Data Classification," Edited by Stuart H. Rubin and Thouraya Bouabana-Tebibel, Advances in Intelligent Systems and Computing, Springer Verlag, 2016 (in press).
  2. Chao Chen and Mei-Ling Shyu, "Integration of Semantics Information and Clustering in Binary-class Classification for Handling Imbalanced Multimedia Data," Edited by Tansel Ozyer, Keivan Kianmehr, Mehmet Tan, and Jia Zeng, Information Reuse and Integration in Academia and Industry, Chapter 14, Springer Verlag, 2013, ISBN: 978-3-7091-1537-4.

  3. Qiusha Zhu, Mei-Ling Shyu, and Shu-Ching Chen, "Discriminative Learning Assisted Video Semantic Concept Classification," Edited by Frank Shih, Multimedia Security: Watermarking, Steganography, and Forensics, Chapter 2, pp. 31-49, CRC Press, 2013, ISBN 978-1-4398-7331-1.

  4. Zifang Huang and Mei-Ling Shyu, "Long-Term Time Series Prediction Using k-NN Based LS-SVM Framework with Multi-Value Integration," Edited by Tansel Ozyer, Keivan Kianmehr and Mehmet Tan, Recent Trends in Information Reuse and Integration, Chapter 9, pp. 191-209, Springer Verlag, 2012.

  5. Min Chen, Shu-Ching Chen, and Mei-Ling Shyu, "Content-based Retrieval of Video," Edited by Phillip Sheu, Heather Yu, C.V. Ramamoorthy, Arvind Joshi, and Lotfi A. Zadeh, Semantic Computing, IEEE Press/Wiley, May 2010, ISBN: 978-0-470-46495-3.

  6. Na Zhao, Min Chen, Shu-Ching Chen, and Mei-Ling Shyu, "User Adaptive Video Retrieval on Mobile Devices," Edited by Laurence T. Yang, Agustinus Borgy Waluyo, Jianhua Ma, Ling Tan and and Bala Srinivasan, Mobile Intelligence: When Computational Intelligence Meets Mobile Paradigm, Chapter 21, pp. 488-509, John Wiley & Sons Inc., Hoboken, NJ, USA. doi: 10.1002/9780470579398.ch21, February 2010, ISBN: 978-0-47019-555-0.

  7. Mei-Ling Shyu, Zifang Huang, and Hongli Luo, "Efficient Mining and Detection of Sequential Intrusion Patterns for Network Intrusion Detection Systems," Edited by J.P. Tsai and P.S. Yu, Machine Learning in Cyber Trust: Security, Reliability, Chapter 6, Privacy, pp. 133-154, Springer, 2009, ISBN 978-0-387-88734-0.

  8. Mei-Ling Shyu and Varsha Sainani, "A Multiagent-based Intrusion Detection System with the Support of Multi-Class Supervised Classification," Edited by Longbing Cao, Data Mining and Multiagent Integration, Chapter 8, pp. 127-142, Springer, 2009, ISBN: 978-1-4419-0521-5.

  9. S.P. Subasingha, J. Zhang, K. Premaratne, M.-L. Shyu, M. Kubat, and K.K.R.G.K. Hewawasam, "Using Association Rules for Classification from Databases Having Class Label Ambiguities: A Belief Theoretic Method," Edited by Tsau Young Lin, Ying Xie, Anita Wasilewska, and Churn-Jung Liau, Data Mining: Foundations and Practice, pp. 539-562, Springer-Verlag, 2008, ISBN 978-3-540-78487-6.

  10. Min Chen, Shu-Ching Chen, Mei-Ling Shyu, and Chengcui Zhang, "Video Event Mining via Multimodal Content Analysis and Classification," Edited by Valery A. Petrushin and Latifur Khan, Multimedia Data Mining and Knowledge Discovery, Springer-Verlag, 2007, ISBN: 978-1-84628-436-6.

  11. Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, and LiWu Chang, "Principal Component-based Anomaly Detection Scheme," Edited by T.Y. Lin, S. Ohsuga, C.-J. Liau, and X. Hu, Foundations and Novel Approaches in Data Mining, pp. 311-329, Springer-Verlag, Vol. 9, 2006, ISBN: 3-540-28315-3.

  12. James B.D. Joshi, Mei-Ling Shyu, Shu-Ching Chen, Walid Aref, and Arif Ghafoor, "A Multimedia-Based Threat Management and Information Security Framework," Edited by Elena Ferrari and Bhavani Thuraisingham, Web and Information Security, pp. 215-240, Idea Group Publishing, 2006, ISBN: 159140589-0.

  13. Shu-Ching Chen, Mei-Ling Shyu, and Chengcui Zhang, "Innovative Shot Boundary Detection for Video Indexing," Edited by Sagarmay Deb, Video Data Management and Information Retrieval, pp. 217-236, Idea Group Publishing, 2005, ISBN: 1-59140546-7.

  14. Mei-Ling Shyu, Shu-Ching Chen, and Chengcui Zhang, "A Stochastic Content-Based Image Retrieval Mechanism," Multimedia Systems and Content-based Image Retrieval, Edited by Sagarmay Deb, Idea Group Inc., publisher of the Idea Group Publishing, Information Science Publishing and IRM Press imprints, 2004, ISBN: 1-59140-265-4.

  15. Xin Huang, Shu-Ching Chen, Mei-Ling Shyu and Chengcui Zhang, "Mining High-Level User Concepts with Multiple Instance Learning and Relevance Feedback for Content-Based Image Retrieval," Edited by Osmar R. Zaïane, Simeon J. Simoff, Chabane Djeraba, Data Mining from Multimedia and Complex Data, pp. 50-67, Springer Verlag, Lecture Notes in Artificial Intelligence Volume 2797, 2003, ISBN: 3-540-20305-2.

Journals:

  1. Yilin Yan and Mei-Ling Shyu, "Correlation-Assisted Imbalance Multimedia Concept Mining and Retrieval," International Journal of Semantic Computing, Special Issue of the IEEE International Symposium on Multimedia, Vol. 11, No. 2, pp. 209-227, June 2017.

  2. Yilin Yan, Min Chen, Muhammad Saad Sadiq, and Mei-Ling Shyu, "Efficient Imbalanced Multimedia Concept Retrieval by Deep Learning on Spark Clusters," International Journal of Multimedia Data Engineering and Management, Vol. 8, No. 1, pp. 1-20, January-March 2017.

  3. Mei-Li You, Chi-Min Shu, Wei-Ting Chen, and Mei-Ling Shyu, "Analysis of Cardinal Grey Relational Grade and Grey Entropy on Achievement of Air Pollution Reduction by Evaluating Air Quality Trend in Japan," Journal of Cleaner Production, Vol. 142, Part 4, pp. 3883-3889, January 2017.

  4. Chao Chen, Mei-Ling Shyu, and Shu-Ching Chen, "Weighted Subspace Modeling for Semantic Concept Retrieval using Gaussian Mixture Models," Information Systems Frontiers, Special Issue of the 16th IEEE International Conference on Information Reuse and Integration (IRI 2015), Vol. 18, Issue 5, pp. 877-889, October 2016.

  5. Yilin Yan, Mei-Ling Shyu, and Qiusha Zhu, "Supporting Semantic Concept Retrieval with Negative Correlations in a Multimedia Big Data Mining System," International Journal of Semantic Computing, Special Issue of the 2016 IEEE International Conference on Semantic Computing (ICSC 2016), Vol. 10, No. 2, pp. 247-267, June 2016.

  6. Chengde Zhang, Dianting Liu, Xiao Wu, Guiru Zhao, Mei-Ling Shyu, and Qiang Peng, "Near-Duplicate Segments Based News Web Video Event Mining," Signal Processing: An International Journal, Volume 120, pp. 26-35, March 2016

  7. Chengde Zhang, Xiao Wu, Mei-Ling Shyu, and Qiang Peng, "Integration of Visual Temporal Information and Textual Distribution Information for News Web Video Event Mining," IEEE Transactions on Human-Machine Systems, Vol. 46, No. 1, pp. 124-135, February 2016.

  8. Mei-Ling Shyu and Shu-Ching Chen, "Emerging Multimedia Research and Applications," IEEE Multimedia Magazine, Vol. 22, No. 4, pp. 11-13, Oct.-Dec. 2015.

  9. Yonghong Tian, Shu-Ching Chen, Mei-Ling Shyu, Tiejun Huang, Phillip Sheu, Alberto Del Bimbo, "Multimedia Big Data," IEEE MultiMedia Magazine, Vol. 22, No. 3, pp. 93-95, July-Sept. 2015.

  10. Ahmed T. Soliman, Tao Meng, Shu-Ching Chen, S.S. Iyengar, Puneeth Iyengar, John Yordy, Mei-Ling Shyu, "Driver Missense Mutation Identification Using Feature Selection and Model Fusion," Journal of Computational Biology, Vol. 22, No. 12, pp. 1075-1085, 2015.

  11. Qiusha Zhu and Mei-Ling Shyu, "Sparse Linear Integration of Content and Context Modalities for Semantic Concept Retrieval," IEEE Transactions on Emerging Topics in Computing, Vol. 3, No. 2, pp. 152-160, June 2015.

  12. Tao Li and Mei-Ling Shyu, "Guest Editors' Introduction," International Journal of Semantic Computing, Special Issue of the 2015 IEEE International Conference on Semantic Computing (ICSC 2015), Vol. 9, No. 3, pp. 281-282, 2015.

  13. Mei-Ling Shyu, James Joshi, and Qiong Liu, "Guest Editors' Introduction," International Journal of Semantic Computing, Special Issue of the 2014 IEEE International Symposium on Multimedia (ISM2014), Vol. 9, No. 2, pp. 139-142, 2015.

  14. Young-Sik Jeong, Mei-Ling Shyu, Guandong Xu, and Roland R. Wagner, "Guest Editorial: Advanced Technologies and Services for Multimedia Big Data Processing," Multimedia Tools and Applications, Vol. 74, No. 10, pp. 3413-3418, May 2015.

  15. Felipe Mejia, Mei-Ling Shyu, and Antonio Nanni, "Data Quality Enhancement and Knowledge Discovery from Relevant Signals in Acoustic Emission," Mechanical Systems and Signal Processing Journal, Vol. 62-63, pp. 381-394, October 2015.

  16. Dianting Liu, Yilin Yan, Mei-Ling Shyu, Guiru Zhao, and Min Chen, "Spatio-temporal Analysis for Human Action Detection and Recognition in Uncontrolled Environments," International Journal of Multimedia Data Engineering and Management, Vol. 6, No. 1, pp. 1-18, January-March 2015. (Received "IGI Global's Eighth Annual Excellence in Research Journal Award - outstanding Media and Communications article for 2015")

  17. Qiusha Zhu, Mei-Ling Shyu, and Haohong Wang, "VideoTopic: Modeling User Interests for Content-based Video Recommendation," International Journal of Multimedia Data Engineering and Management, Vol. 5, No. 4, pp. 1-21, October-December 2014.

  18. Tao Meng and Mei-Ling Shyu, "Concept-concept Association Information Integration and Multi-model Collaboration for Multimedia Semantic Concept Detection," Information System Frontiers, Vol. 16, No. 5, pp. 787-799, November 2014.

  19. Tao Meng and Mei-Ling Shyu, "Multi-layer Model Collaboration for Bioimage Temporal Stage Classification," International Journal of Semantic Computing (IJSC), Special Issue of the IEEE International Symposium on Multimedia (ISM2013), Vol. 8, No. 2, pp. 123-144, 2014.

  20. Heyong Wang, Ming Hong, and Mei-Ling Shyu, "Study on the Use of Equidistant Binning on Residential Hedonic Price Discretization," Information Technology Journal, Vol. 13, No. 13, pp. 2121-2128, 2014.

  21. Zifang Huang, Mei-Ling Shyu, James M. Tien, Michael M. Vigoda, and David J. Birnbach, "Knowledge-Assisted Sequential Pattern Analysis with Heuristic Parameter Tuning for Labor Contraction Prediction," IEEE Journal of Biomedical and Health Informatics, Vol. 18, No. 2, pp. 492-499, March 2014.

  22. Tao Meng, Ahmed T. Soliman, Mei-Ling Shyu, Yimin Yang, Shu-Ching Chen, S. S. Iyengar, John Yordy, and Puneeth Iyengar, "Wavelet Analysis in Current Cancer Genome Research: A Survey," IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 10, Issue 6, pp. 1442-1459, November/December 2013.

  23. Mei-Ling Shyu, Giovanni Pilato, Brian Harrington, and Shlomo Dubnov, "Guest Editors' Introduction," International Journal of Semantic Computing, Special Issue of the Seventh IEEE International Conference on Semantic Computing (ICSC2013), Vol. 7, No. 4, pp. 349-351, 2013.

  24. Lin Lin, Mei-Ling Shyu, and Shu-Ching Chen, "Rule-based Semantic Concept Classification from Large-scale Video Collections," International Journal of Multimedia Data Engineering and Management, Vol. 4, No. 1, pp. 46-67, 2013.

  25. Chao Chen, Qiusha Zhu, Lin Lin, and Mei-Ling Shyu, "Web Media Semantic Concept Retrieval via Tag Removal and Model Fusion," ACM Transactions on Intelligent Systems and Technology, Vol. 4, Issue 4, Article No. 61, September 2013.

  26. Chengde Zhang, Xiao Wu, Mei-Ling Shyu, and Qiang Peng, "A Novel Web Video Event Mining Framework With The Integration of Correlation and Co-occurrence Information," Journal of Computer Science and Technology, Vol. 28, No. 5, pp. 788-796, September 2013.

  27. Dianting Liu and Mei-Ling Shyu, "Semantic Motion Concept Retrieval in Non-Static Background Utilizing Spatial and Temporal Visual Information," International Journal of Semantic Computing (IJSC), Vol. 7, No. 1, pp. 43-67, 2013.

  28. Zifang Huang, Mei-Ling Shyu, James M. Tien, Michael M. Vigoda, and David J. Birnbach, "Prediction of Uterine Contractions Using Knowledge-Assisted Sequential Pattern Analysis," IEEE Transactions on Biomedical Engineering, Vol. 60, No. 5, pp. 1290-1297, May 2013.

  29. Chao Chen, Lin Lin, and Mei-Ling Shyu, "Re-Ranking Algorithm for Multimedia Retrieval via Utilization of Inclusive and Exclusive Relationships between Semantic Concepts," International Journal of Semantic Computing, Vol. 6, No. 2, pp. 135-154, June 2012.

  30. Qiusha Zhu, Lin Lin, and Mei-Ling Shyu, "Correlation Maximization-based Discretization for Supervised Classification," International Journal of Business Intelligence and Data Mining, Inderscience Publishers, pp. 40-59, Vol. 7, Nos. 1/2, 2012.

  31. Lin Lin, Mei-Ling Shyu, and Shu-Ching Chen, "Association Rule Mining with a Correlation-based Interestingness Measure for Video Semantic Concept Detection," International Journal of Information and Decision Sciences, Vol. 4, Nos. 2/3, pp. 199-216, 2012.

  32. Lin Lin, Chao Chen, Mei-Ling Shyu, and Shu-Ching Chen, "Weighted Subspace Filtering and Ranking Algorithms for Video Concept Retrieval," IEEE Multimedia, Vol. 18, No. 3, pp. 32-43, July-September 2011.

  33. Hongli Luo and Mei-Ling Shyu, "Quality of Service Provision in Mobile Multimedia - A Survey," Human-centric Computing and Information Sciences (HCIS) Journal 2011, 1:5.

  34. Qiusha Zhu, Lin Lin, Mei-Ling Shyu, and Dianting Liu, "Utilizing Context Information to Enhance Content-Based Image Classification," International Journal of Multimedia Data Engineering and Management, Vol. 2, No. 3, pp. 34-51, July-September 2011.

  35. Tao Meng, Mei-Ling Shyu, and Lin Lin, "Multimodal Information Integration and Fusion for Histology Image Classification," International Journal of Multimedia Data Engineering and Management, Vol. 2, No. 2, pp. 54-70, April-June 2011.

  36. Dianting Liu, Mei-Ling Shyu, Chao Chen, and Shu-Ching Chen, "Within and Between Shot Information Utilization in Video Key Frame Extraction," Journal of Information and Knowledge Management, Vol. 10, No. 3, pp. 247-259, 2011.

  37. Mei-Ling Shyu, Chao Chen, and Shu-Ching Chen, "Multi-Class Classification via Subspace Modeling," International Journal of Semantic Computing, Vol. 5, No. 1, pp. 55-78, 2011.

  38. Mei-Ling Shyu, "Guest Editor's Introduction," International Journal of Semantic Computing, Special Issue of the Fourth IEEE International Conference on Semantic Computing (ICSC2010), Vol. 4, No. 4, pp. 419-421, 2010.

  39. Lin Lin and Mei-Ling Shyu, "Correlation-based Ranking for Large-scale Video Concept Retrieval," International Journal of Multimedia Data Engineering and Management (IJMDEM), Vol. 1, No. 4, pp. 60-74, October-December 2010. (Received "The Best Published Journal Article in IJMDEM for 2010" Award)

  40. Gerald Friedland and Mei-Ling Shyu, "Guest Editors' Introduction," International Journal of Semantic Computing (IJSC), Special Issue of the IEEE International Symposium on Multimedia (ISM2009), Vol. 4, No. 2, pp. 153-154, 2010.

  41. Mei-Ling Shyu, Yu Cao, Ming Li, Jun Kong, and Jie Bao, "Guest Editorial," Journal of Multimedia, Special Issue on Data Semantics and Multimedia Information Management, Vol. 5, No. 4, pp. 299-301, August 2010.

  42. Guy Ravitz, Mei-Ling Shyu and Mark D. Powell, "Integrating Multimedia Semantic Content Analysis of YouTube Videos with Hurricane Wind Analysis for Public Situation Awareness and Outreach," International Journal of Software Engineering and Knowledge Engineering, Special Issue on Information and Knowledge Reuse, Featured Topic: From Information to Knowledge, Volume 20, Issue 2, pp. 155-172, March 2010.

  43. Lin Lin and Mei-Ling Shyu, "Weighted Association Rule Mining for Video Semantic Detection," International Journal of Multimedia Data Engineering and Management (IJMDEM), Vol. 1, No. 1, pp. 37-54, January-March 2010.

  44. Mei-Ling Shyu, Yu Cao, Jun Kong, Ming Li, Mathias Lux and Jie Bao, "Introduction to the Special Issue on 'Data Semantics for Multimedia Systems'," Multimedia Tools and Applications, Volume 46, Issue 2, pp. 147-154, January 2010.

  45. Lin Lin and Mei-Ling Shyu, "Effective and Efficient Video High-Level Semantic Retrieval using Associations and Correlations," International Journal of Semantic Computing (IJSC), Vol. 3, No. 4, pp. 421-444, 2009.

  46. Sheng-Hung Wu, Mei-Ling Shyu, Yet-Pole I, Jen-Hao Chi, and Chi-Min Shu, "Evaluation of runaway reaction for dicumyl peroxide in a batch reactor by DSC and VSP2," Journal of Loss Prevention in the Process Industries (JLPPI), Vol. 22, Issue 6, pp. 721-727, November 2009.

  47. Alan Hanjalic, Ying Li, Mei-Ling Shyu, and Lei Zhang, "Editorial: On Emerging Techniques for Multimedia Content Sharing, Search and Understanding," Journal of Visual Communication and Image Representation (JVCI), Vol. 20, No. 2, pp. 69-70, February 2009.

  48. Hongli Luo, Mei-Ling Shyu, and Shu-Ching Chen, "Differentiated Service Protection via Anomalous Traffic Detection," International Journal of Electronics and Computer Systems (IJECS), Vol. 10, No. 2, pp. 79-92, Winter 2008.

  49. Mei-Ling Shyu and Shu-Ching Chen, "Guest Editors' Introduction," International Journal of Semantic Computing (IJSC), Vol. 2, No. 2, pp. 161-163, 2008.

  50. Hongli Luo, Mei-Ling Shyu, and Shu-Ching Chen, "Video Streaming over the Internet with Optimal Bandwidth Resource Allocation," Multimedia Tools and Applications, Vol. 40, No. 1, pp. 111-134, October 2008.

  51. Mei-Ling Shyu, Zongxing Xie, Min Chen, and Shu-Ching Chen, "Video Semantic Event/Concept Detection Using a Subspace-based Multimedia Data Mining Framework," IEEE Transactions on Multimedia, Special Issue on Multimedia Data Mining, Vol. 10, No. 2, pp. 252-259, February 2008.

  52. K.K.R.G.K. Hewawasam, K. Premaratne, and Mei-Ling Shyu, "Rule Mining and Classification in a Situation Assessment Application: A Belief-Theoretic Approach for Handling Data Imperfections," IEEE Transactions on Systems, Man and Cybernetics, Part B, Vol. 37, No. 6, pp. 1446-1459, December 2007.

  53. Mei-Ling Shyu, Thiago Quirino, Zongxing Xie, Shu-Ching Chen, and LiWu Chang, "Network Intrusion Detection through Adaptive Sub-Eigenspace Modeling in Multiagent Systems," ACM Transactions on Autonomous and Adaptive Systems, Vol. 2, Issue 3, Article No. 9, pp. 9:1-9:37, September 2007.

  54. Shu-Ching Chen, Na Zhao, and Mei-Ling Shyu, "Modeling Semantic Concepts and User Preferences in Content-Based Video Retrieval," International Journal of Semantic Computing, Vol. 1, Issue 3, pp. 377-402, September 2007.

  55. Mei-Ling Shyu, Shu-Ching Chen, Qibin Sun, and Heather Yu, "Overview and Future Trends of Multimedia Research for Content Access and Distribution," International Journal of Semantic Computing, Vol. 1, Issue 1, pp. 29-66, March 2007.

  56. Mei-Ling Shyu Shu-Ching Chen, Min Chen, Chengcui Zhang, and Kanoksri Sarinnapakorn, "Capturing High-Level Image Concepts via Affinity Relationships in Image Database Retrieval," Journal of Multimedia Tools and Applications, Vol. 32, No. 1, pp. 73-92, January 2007.

  57. Choochart Haruechaiyasak, Mei-Ling Shyu, and Shu-Ching Chen, "A Web-Page Recommender System via a Data Mining Framework and the Semantic Web Concept," International Journal of Computer Applications in Technology, Special Issue on Data Mining Applications, Vol. 27, No. 4, pp. 298-311, 2006.

  58. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, and Min Chen, "A Multimodal Data Mining Framework for Soccer Goal Detection Based on Decision Tree Logic," International Journal of Computer Applications in Technology, Special Issue on Data Mining Applications, Vol. 27, No. 4, pp. 312-323, 2006.

  59. Mei-Ling Shyu, Choochart Haruechaiyasak, and Shu-Ching Chen, "Mining User Access Patterns with Traversal Constraint for Predicting Web Page Requests," Knowledge and Information Systems (KAIS) Journal, Volume 10, Number 4, pp. 515-528, November 2006.

  60. Mei-Ling Shyu and Shu-Ching Chen, "Guest Editorial: Introduction to the Special Issue on Multimedia Databases," Information Systems, Volume 31, Issue 7, pp. 636-637, November 2006.

  61. Shu-Ching Chen, Stuart H. Rubin, Mei-Ling Shyu, and Chengcui Zhang, "A Dynamic User Concept Pattern Learning Framework for Content-Based Image Retrieval," IEEE Transactions on Systems, Man, and Cybernetics: Part C, Volume 36, Issue 6, pp. 772-783, November 2006.

  62. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, and Chi-Min Shu, "Probabilistic Semantic Network-based Image Retrieval Using MMM and Relevance Feedback," Journal of Multimedia Tools and Applications, Volume 30, Number 2, pp. 131-147, August 2006.

  63. C.C. Liao, S.H. Wu, T.S. Su, Mei-Ling Shyu, and C.-M. Shu, "Thermokinetics evaluation and simulations for the polymerization of styrene in the presence of various inhibitor concentrations," Journal of Thermal Analysis and Calorimetry, Volume 85, Issue 1, pp. 65-71, Jul 2006.

  64. Hongli Luo, Mei-Ling Shyu, and Shu-Ching Chen, "An Optimal Resource Utilization Scheme with End-to-End Congestion Control for Continuous Media Stream Transmission," Computer Networks, Volume 50, Issue 7, pp. 921-937, May 2006.

  65. Min Chen, Shu-Ching Chen, Mei-Ling Shyu, and Kasun Wickramaratna, "Semantic Event Detection via Multimodal Data Mining," IEEE Signal Processing Magazine, Special Issue on Semantic Retrieval of Multimedia, Volume 23, Number 2, pp. 38-46, March 2006.

  66. Mei-Ling Shyu and Shu-Ching Chen, "Guest Editorial: Introduction to the Special Issue," Multimedia Tools and Applications, Volume 26, Number 2, pp. 151-152, June 2005.

  67. Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta, and Chengcui Zhang, "Spatiotemporal Vehicle Tracking: The Use of Unsupervised Learning-Based Segmentation and Object Tracking," IEEE Robotics and Automation Magazine, special issue on Robotic Technologies applied to Intelligent Transportation Systems, Vol. 12, No. 1, pp. 50-58, March 2005, ISSN 1070-9932.

  68. Shu-Ching Chen, Mei-Ling Shyu, Irina Gray, and Hongli Luo, "An Adaptive Rate-Control Streaming Mechanism with Optimal Buffer Utilization," Journal of Systems and Software, Special Issue on Adaptive Multimedia Computing, pp. 271-282, Vol. 75, Issue 3, March 2005.

  69. Mei-Ling Shyu, Shu-Ching Chen, and Stuart H. Rubin, "Stochastic Clustering for Organizing Distributed Information Source," IEEE Transactions on Systems, Man and Cybernetics, Part B, vol. 34, no. 5, pp. 2035-2047, October 2004.

  70. E.C. Kulasekere, K. Premaratne, D.A. Dewasurendra, Mei-Ling Shyu, and P.H. Bauer, "Conditioning and Updating Evidence," International Journal of Approximate Reasoning, Elsevier Sciences, Vol. 36, Issue 1, pp. 75-108, April 2004.

  71. Shu-Ching Chen, Sheng-Tun Li, and Mei-Ling Shyu, "Model-Based System Development for Asynchronous Distance Learning," International Journal of Distance Education Technologies, vol. 1, no. 4, pp. 39-54, October-December 2003.

  72. Mei-Ling Shyu, Choochart Haruechaiyasak, and Shu-Ching Chen, "Category Cluster Discovery from Distributed WWW Directories," Journal of Information Sciences, special issue on Knowledge Discovery from Distributed Information Sources, Volume 155, Issues 3-4, pp. 181-197, October 2003.

  73. Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta, and Chengcui Zhang, "Learning-Based Spatio-Temporal Vehicle Tracking and Indexing for Transaction Multimedia Database Systems," IEEE Transactions on Intelligent Transportation Systems, vol. 4, no. 3, pp. 154-167, September 2003.

  74. Stuart H. Rubin, Mei-Ling Shyu, and Shu-Ching Chen, "Database Cluster Hierarchies and Semantic Relationship Discovery in Distributed Database Systems," Naval Biennial Review, pp. 73-77, 2003.

  75. Keqi Zhang, Shu-Ching Chen, Dean Whitman, Mei-Ling Shyu, Jianhua Yan, and Chengcui Zhang, "A Progressive Morphological Filter for Removing Non-Ground Measurements from Airborne LIDAR Data," IEEE Trans. on Geoscience and Remote Sensing, vol. 41, issue 4, pp. 872-882, April 2003.

  76. Choochart Haruechaiyasak, Mei-Ling Shyu, and Shu-Ching Chen, "Identifying Topics for Web Documents through Fuzzy Association Learning," International Journal of Computational Intelligence and Applications (IJCIA), Special Issue on Internet-Based Intelligent Systems, vol. 2, no. 3, pp. 277-285, September 2002.

  77. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, and Jeff Strickrott, "A Multimedia Data Mining Framework: Mining Information from Traffic Video Sequences," Journal of Intelligent Information System, Special Issue on Multimedia Data Mining, Vol. 19, no. 1, pp. 61-77, July 2002.

  78. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, and R. L. Kashyap, "Identifying Overlapped Objects for Video Indexing and Modeling in Multimedia Database Systems," International Journal on Artificial Intelligence Tools, vol. 10, no. 4, pp. 715-734, December 2001.

  79. Mei-Ling Shyu, Shu-Ching Chen, and R. L. Kashyap, "Generalized Affinity-Based Association Rule Mining for Multimedia Database Queries," Knowledge and Information Systems (KAIS): An International Journal, vol. 3, no. 3, pp. 319-337, August 2001.

  80. Sheng-Tun Li, Shu-Ching Chen, and Mei-Ling Shyu, "A Snapshot Browsing Model for a Distributed Surveillance System," Journal of Applied Systems Studies, Special Issue on Distributed Multimedia Systems with Applications, Vol. 2, no. 3, 2001.

  81. Shu-Ching Chen, Mei-Ling Shyu, and R. L. Kashyap, "Augmented Transition Network as a Semantic Model for Video Data," International Journal of Networking and Information Systems, Special Issue on Video Data, Vol. 3, No. 1, pp. 9-25, 2000.

Refereed Conference/Symposium/Workshop Proceedings:

  1. Saad Sadiq, Yilin Yan, Asia Taylor, Mei-Ling Shyu, Shu-Ching Chen, and Daniel Feaster, "AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter," accepted for publication, The 2017 IEEE International Conference on Information Reuse and Integration, August 4-6, 2017, San Diego, CA, USA.

  2. Stuart H. Rubin, William K. Grefe, Thouraya Bouabana-Tebibel, Shu-Ching Chen, Mei-Ling Shyu, and Kenneth S. Simonsen, "Cyber-Secure UAV Communications using Heuristically Inferred Stochastic Grammars and Hard Real-Time Adaptive Waveform Synthesis and Evolution," accepted for publication, The 2017 IEEE International Conference on Information Reuse and Integration, August 4-6, 2017, San Diego, CA, USA.

  3. Kent Gauen, Ryan Dailey, John Laiman, Yuxiang Zi, Nirmal Asokan, Yung-Hsiang Lu, George K. Thiruvathukal, Mei-Ling Shyu, and Shu-Ching Chen, "Comparison of Visual Datasets for Machine Learning," accepted for publication, The IEEE 18th International Conference on Information Reuse and Integration, August 4-6, 2017, San Diego, CA, USA.

  4. Samira Pouyanfar, Shu-Ching Chen, and Mei-Ling Shyu, "An Efficient Deep Residual-Inception Network For Multimedia Classification," 2017 IEEE International Conference on Multimedia and Expo (ICME), pp. 373-378, July 10-14, 2017, Hong Kong, China.

  5. Saad Sadiq, Yudong Tao, Yilin Yan, and Mei-Ling Shyu, "Mining Anomalies in Medicare Big Data using Patient Rule Induction Method," The Third IEEE International Conference on Multimedia Big Data (BigMM 2017), pp. 185-192, April 19-21, 2017, Laguna Hills, CA, USA.

  6. Yilin Yan and Mei-Ling Shyu, "Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation," IEEE International Symposium on Multimedia, pp. 281-286, San Jose, Calfornia, USA, December 11-13, 2016.

  7. Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, and Shu-Ching Chen, "A Classifier Ensemble Framework for Multimedia Big Data Classification," the 17th IEEE International Conference on Information Reuse and Integration, pp. 615-622, Pittsburgh, PA, USA, July 28-30, 2016. (Received "The Best Paper" Award)

  8. Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, and Hemant Ishwaran, "Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests," the 17th IEEE International Conference on Information Reuse and Integration, pp. 601-608, Pittsburgh, PA, USA, July 28-30, 2016.

  9. Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, and Shahid Hamid, "Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model," the 17th IEEE International Conference on Information Reuse and Integration, pp. 441-447, Pittsburgh, PA, USA, July 28-30, 2016.

  10. Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, and Shahid Hamid, "A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model," the 17th IEEE International Conference on Information Reuse and Integration, pp. 324-331, Pittsburgh, PA, USA, July 28-30, 2016.

  11. Yilin Yan, Mei-Ling Shyu, and Qiusha Zhu, "Negative Correlation Discovery for Big Multimedia Data Semantic Concept Mining and Retrieval," the 10th IEEE International Conference on Semantic Computing, pp. 55-62, Laguna Hills, CA, USA, February 3-5, 2016.

  12. Yilin Yan, Min Chen, Mei-Ling Shyu, and Shu-Ching Chen, "Deep Learning for Imbalanced Multimedia Data Classification," the 2015 IEEE International Symposium on Multimedia, pp. 483-488, Miami, FL, USA, December 14-16, 2015.

  13. Sheng Guan, Min Chen, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, and Chengde Zhang, "Deep Learning with MCA-based Instance Selection and Bootstrapping for Imbalanced Data Classification," the First IEEE Conference on Collaboration and Internet Computing, pp. 288-295, Hangzhou, China, October 27-30, 2015.

  14. Hsin-Yu Ha, Shu-Ching Chen, and Mei-Ling Shyu, "Negative-based Sampling for Multimedia Retrieval," the 16th IEEE International Conference on Information Reuse and Integration, pp. 64-71, San Francisco, CA, USA, August 13-15, 2015.

  15. Chao Chen, Mei-Ling Shyu, and Shu-Ching Chen, "Gaussian Mixture Model-based Subspace Modeling for Semantic Concept Retrieval," the 16th IEEE International Conference on Information Reuse and Integration, pp. 258-265, San Francisco, CA, USA, August 13-15, 2015.

  16. Hsin-Yu Ha, Shu-Ching Chen, and Mei-Ling Shyu, "Utilizing Indirect Associations in Multimedia Semantic Retrieval," the IEEE International Conference on Multimedia Big Data, pp. 72-79, Beijing, China, April 20-22, 2015.

  17. Yimin Yang, Shu-Ching Chen, and Mei-Ling Shyu, "Temporal Multiple Correspondence Analysis for Big Data Mining in Soccer Videos," the IEEE International Conference on Multimedia Big Data, pp. 64-71, Beijing, China, April 20-22, 2015.

  18. Wei-Ting Chen, Mei-Li Yu, Mei-Ling Shyu, and Chi-Min Shu, "Combination of Cardinal Grey Relational Grade and Data Mining on Process Safety by Evaluating Air Quality Trend in Japan," the 15th International Union of Materials Research Societies - International Conference in Asia (IUMRS-ICA2014), Fukuoka, Japan, August 24-30, 2014.

  19. Yilin Yan, Yang Liu, Mei-Ling Shyu, and Min Chen, "Utilizing Concept Correlations for Effective Imbalanced Data Classification," the 15th IEEE International Conference on Information Reuse and Integration, pp. 561-568, San Francisco, USA, August 13-15, 2014. (Received "The Best Paper" Award)

  20. Tao Meng, Yang Liu, Mei-Ling Shyu, Yilin Yan, and Chi-Min Shu, "Enhancing Multimedia Semantic Concept Mining and Retrieval by Incorporating Negative Correlations," the Eighth IEEE International Conference on Semantic Computing, pp. 28-35, Newport Beach, CA, USA, June 16-18, 2014.

  21. Tao Meng and Mei-Ling Shyu, "Biological Image Temporal Stage Classification via Multi-Layer Model Collaboration," IEEE International Symposium on Multimedia (ISM 2013), pp. 30-37, Anaheim, California, USA, December 9-11, 2013. (Received "The Best Paper" Award)

  22. Qiusha Zhu, Zhao Li, Haohong Wang, Yimin Yang, and Mei-Ling Shyu, "Multimodal Sparse Linear Integration for Content-based Item Recommendation," IEEE International Symposium on Multimedia (ISM 2013), pp. 187-194, Anaheim, California, USA, December 9-11, 2013.

  23. Qiusha Zhu, Mei-Ling Shyu, and Haohong Wang, "VideoTopic: Content-based Video Recommendation Using a Topic Model," IEEE International Symposium on Multimedia (ISM 2013), pp. 219-222, Anaheim, California, USA, December 9-11, 2013.

  24. Dianting Liu and Mei-Ling Shyu, "Semantic Retrieval for Videos in Non-Static Background Using Motion Saliency and Global Features," IEEE International Conference on Semantic Computing (ICSC 2013), pp. 294-301, Irvine, California, USA, September 16-18, 2013.

  25. Tao Meng, Mei-Ling Shyu, and Hua Zhang, "Automatic Discovery of Bioluminescent Proteins from Large Protein Databases," IEEE International Conference on Semantic Computing (ICSC 2013), pp. 355-362, Irvine, California, USA, September 16-18, 2013.

  26. Dianting Liu, Mei-Ling Shyu, and Guiru Zhao, "Spatial-temporal Motion Information Integration for Action Detection and Recognition in Non-static Background," IEEE International Conference on Information Reuse and Integration (IRI 2013), pp. 626-633, San Francisco, California, USA, August 14-16, 2013.

  27. Chengde Zhang, Xiao Wu, Mei-Ling Shyu, and Qiang Peng, "Adaptive Association Rule Mining for Web Video Event Classification," IEEE International Conference on Information Reuse and Integration (IRI 2013), pp. 618-625, San Francisco, California, USA, August 14-16, 2013.

  28. Dianting Liu and Mei-Ling Shyu, "Effective Moving Object Detection and Retrieval via Integrating Spatial-Temporal Multimedia Information," IEEE International Symposium on Multimedia (ISM 2012), pp. 364-371, Irvine, California, USA, December 10-12, 2012.

  29. Zifang Huang, Mei-Ling Shyu, James M. Tien, David J. Birnbach, and Michael M. Vigoda, "Labor Contraction Prediction via Demographic and Obstetrical Information Analysis," The 2012 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2012), pp. 300-305, Philadelphia, PA, USA, October 4-7, 2012.

  30. Tao Meng and Mei-Ling Shyu, "Model-driven Collaboration and Information Integration for Enhancing Video Semantic Concept Detection," The 13th IEEE International Conference on Information Integration and Reuse (IRI 2012), pp. 144-151, Las Vegas, Nevada, USA, August 8-10, 2012. (Received "The Best Paper" Award)

  31. Zifang Huang, Mei-Ling Shyu, and James M. Tien, "Multi-Model Integration for Long-Term Time Series Prediction," The 13th IEEE International Conference on Information Integration and Reuse (IRI 2012), pp. 116-123, Las Vegas, Nevada, USA, August 8-10, 2012.

  32. Tao Meng and Mei-Ling Shyu, "Leveraging Concept Association Network for Multimedia Rare Concept Mining and Retrieval," The 2012 IEEE International Conference on Multimedia & Expo (ICME 2012), pp. 860-865, Melbourne, Australia, July 9-13, 2012.

  33. Chao Chen, Lin Lin and Mei-Ling Shyu, "Utilization of Co-occurrence Relationships between Semantic Concepts in Re-ranking for Information Retrieval," IEEE International Symposium on Multimedia (ISM2011), pp. 53-60, Dana Point, California, USA, December 5-7, 2011.

  34. Dianting Liu, Mei-Ling Shyu, Qiusha Zhu, and Shu-Ching Chen, "Moving Object Detection under Object Occlusion Situations in Video Sequences," IEEE International Symposium on Multimedia (ISM2011), pp. 271-278, Dana Point, California, USA, December 5-7, 2011.

  35. Chao Chen, Mei-Ling Shyu, and Shu-Ching Chen, "Data Management Support via Spectrum Perturbation-based Subspace Classification in Collaborative Environments," The 7th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2011), pp. 67-76, Orlando, Florida, USA, October 15-18, 2011 (Invited Paper).

  36. Tao Meng and Mei-Ling Shyu, "Automatic Annotation of Drosophila Developmental Stages Using Association Classification and Information Integration," The 12th IEEE International Conference on Information Reuse and Integration (IRI 2011), pp. 142-147, Las Vegas, Nevada, USA, August 3-5, 2011.

  37. Chao Chen and Mei-Ling Shyu, "Clustering-based Binary-class Classification for Imbalanced Data Sets," The 12th IEEE International Conference on Information Reuse and Integration (IRI 2011), pp. 384-389, Las Vegas, Nevada, USA, August 3-5, 2011.

  38. Qiusha Zhu, Lin Lin, Mei-Ling Shyu, and Shu-Ching Chen, "Effective Supervised Discretization for Classification based on Correlation Maximization," The 12th IEEE International Conference on Information Reuse and Integration (IRI 2011), pp. 390-395, Las Vegas, Nevada, USA, August 3-5, 2011.

  39. Tao Meng, Lin Lin, Mei-Ling Shyu, and Shu-Ching Chen, "Histology Image Classification using Supervised Classification and Multimodal Fusion," The IEEE International Symposium on Multimedia (ISM2010), pp. 145-152, Taichung, Taiwan, R.O.C., December 13-15, 2010.

  40. Qiusha Zhu, Lin Lin, Mei-Ling Shyu, and Shu-Ching Chen, "Feature Selection Using Correlation and Reliability Based Scoring Metric for Video Semantic Detection," The fourth IEEE International Conference on Semantic Computing (ICSC2010), pp. 462-469, Carnegie Mellon University, Pittsburgh, PA, USA, September 22-24, 2010.

  41. Zifang Huang and Mei-Ling Shyu, "k-NN Based LS-SVM Framework for Long-Term Time Series Prediction," The 11th IEEE International Conference on Information Reuse and Integration (IRI 2010), pp. 69-74, Tuscany Suites & Casino, Las Vegas, Nevada, USA, August 4-6, 2010.

  42. Dianting Liu, Mei-Ling Shyu, Chao Chen, and Shu-Ching Chen, "Integration of Global and Local Information in Videos for Key Frame Extraction," The 11th IEEE International Conference on Information Reuse and Integration (IRI 2010), pp. 171-176, Tuscany Suites & Casino, Las Vegas, Nevada, USA, August 4-6, 2010.

  43. Lin Lin, Mei-Ling Shyu, and Shu-Ching Chen, "Enhancing Concept Detection by Pruning Data with MCA-based Transaction Weights," IEEE International Symposium on Multimedia (ISM2009), pp. 304-311, San Diego, California, USA, December 14-16, 2009.

  44. Hongli Luo and Mei-Ling Shyu, "An Optimized Scheduling S cheme to Provide Quality of Service in 802.11e Wireless LAN," The Fifth IEEE International Workshop on Multimedia Information Processing and Retrieval (IEEE MIPR-2009), in conjunction with IEEE International Symposium on Multimedia (ISM2009), pp. 651-656, San Diego, California, USA, December 14-16, 2009.

  45. Luis I Rodriguez, Michael M Vigoda, Mei-Ling Shyu, Tao Meng, and Mitsunori Ogihara, "Dexamethasone and Ondansetron for PONV: Are We in a Rush To Administer?," 2009 American Society of Anesthesiologists Annual Meeting, A1073, New Orleans, LA, USA, October 17-21, 2009 (Abstracts).

  46. Luis I Rodriguez, Michael M Vigoda, Mei-Ling Shyu, Tao Meng, and Mitsunori Ogihara, "How Closely Do Attending Anesthesiologists Supervise PONV Prophylaxis Administration?," 2009 American Society of Anesthesiologists Annual Meeting, A1076, New Orleans, LA, USA, October 17-21, 2009 (Abstracts).

  47. Luis I Rodriguez, Michael M Vigoda, Mei-Ling Shyu, Tao Meng, and Mitsunori Ogihara, "Prophylactic Treatment for PONV. Are We Following the Guidelines?," 2009 American Society of Anesthesiologists Annual Meeting, A1082, New Orleans, LA, USA, October 17-21, 2009 (Abstracts).

  48. Lin Lin and Mei-Ling Shyu, "Mining High-Level Features from Video using Associations and Correlations," The Third IEEE International Conference on Semantic Computing (IEEE ICSC2009), pp. 137-144, Berkeley, CA, USA, September 14-16, 2009. (Received "The Best Student Paper" Award)

  49. Lin Lin, Mei-Ling Shyu, and Shu-Ching Chen, "Correlation-based Interestingness Measure for Video Semantic Concept Detection," The 2009 IEEE International Conference on Information Reuse and Integration (IRI-2009), pp. 120-125, Tuscany Hotel, Las Vegas, Nevada, USA, August 10-12, 2009.

  50. Guy Ravitz, Mei-Ling Shyu, and Mark D. Powell, "Integration of Hurricane Wind Analysis and Multimedia Semantic Content Analysis for Public Outreach," The 2009 IEEE International Conference on Information Reuse and Integration (IRI-2009), pp. 342-347, Tuscany Hotel, Las Vegas, Nevada, USA, August 10-12, 2009.

  51. Chao Chen, Mei-Ling Shyu, and Shu-Ching Chen, "Supervised Multi-class Classification with Adaptive and Automatic Parameter Tuning," The 2009 IEEE International Conference on Information Reuse and Integration (IRI-2009), pp. 433-434, Tuscany Hotel, Las Vegas, Nevada, USA, August 10-12, 2009.

  52. Lin Lin, Mei-Ling Shyu, Guy Ravitz, and Shu-Ching Chen, "Video Semantic Concept Detection via Associative Classification," The 10th IEEE International Conference on Multimedia and Expo (ICME), pp. 418-421, New York, NY, USA, June 28-July 3, 2009.

  53. Varsha Sainani and Mei-Ling Shyu, "A Hybrid Layered Multiagent Architecture with Low Cost and Low Response Time Communication Protocol for Network Intrusion Detection Systems," The IEEE 23rd International Conference on Advanced Information Networking and Applications (AINA-09), pp. 154-161, Bradford, UK, May 26-29, 2009.

  54. Lin Lin, Guy Ravitz, Mei-Ling Shyu, and Shu-Ching Chen, "Correlation-based Video Semantic Concept Detection using Multiple Correspondence Analysis," IEEE International Symposium on Multimedia (ISM2008), pp. 316-321, Berkeley, California, USA, December 15-17, 2008.

  55. Hongli Luo and Mei-Ling Shyu, "Provision of Quality of Service with Router Support," The Fourth IEEE International Workshop on Multimedia Information Processing and Retrieval (IEEE MIPR-2008), in conjunction with IEEE International Symposium on Multimedia (ISM2008), pp. 654-659, Berkeley, California, USA, December 15-17, 2008.

  56. Shu-Ching Chen, Mei-Ling Shyu, and Min Chen, "An Effective Multi-Concept Classifier for Video Streams," Proceedings of the Second IEEE International Conference on Semantic Computing (IEEE ICSC2008), pp. 80-87, Santa Clara, CA, USA, August 4-7, 2008.

  57. Peerapon Vateekul and Mei-Ling Shyu, "A Conflict-Based Confidence Measure for Associative Classification," Proceedings of the 2008 IEEE International Conference on Information Reuse and Integration (IEEE IRI-08), pp. 256-261, Las Vegas, Nevada, USA, July 13-15, 2008.

  58. Lin Lin, Guy Ravitz, Mei-Ling Shyu, and Shu-Ching Chen, "Effective Feature Space Reduction with Imbalanced Data for Semantic Concept Detection," Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2008), pp. 262-269, Taichung, Taiwan, June 11-13, 2008.

  59. Na Zhao, Min Chen, Shu-Ching Chen, Mei-Ling Shyu, "MRBAC: Hierarchical Role Management and Security Access Control for Distributed Multimedia Systems," Proceedings of the 11th IEEE Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC 2008), pp. 76-82, May 5-7, 2008, Orlando, Florida, USA.

  60. Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, and Shu-Ching Chen, "ASIC: Supervised Multi-class Classification using Adaptive Selection of Information Components," First IEEE International Conference on Semantic Computing (IEEE ICSC2007), pp. 527-534, September 17-19, 2007, Irvine, California, USA.

  61. Hongli Luo and Mei-Ling Shyu, "Defense against Bandwidth Attacks with Traffic Resource Management," IEEE International Conference on Information Reuse and Integration (IEEE IRI-2007), pp. 190-195, Las Vegas, USA, August 13-15, 2007.

  62. Lin Lin, Guy Ravitz, Mei-Ling Shyu, and Shu-Ching Chen, "Video Semantic Concept Discovery using Multimodal-based Association Classification," IEEE International Conference on Multimedia & Expo (ICME), pp. 859-862, Beijing, China, July 2-5, 2007.

  63. Hongli Luo and Mei-Ling Shyu, "Differentiated Service Protection of Multimedia Transmission via Detection of Traffic Anomalies," IEEE International Conference on Multimedia & Expo (ICME), pp. 1539-1542, Beijing, China, July 2-5, 2007.

  64. Zongxing Xie, Mei-Ling Shyu, and Shu-Ching Chen, "Video Event Detection with Combined Distance-Based and Rule-Based Data Mining Techniques," IEEE International Conference on Multimedia & Expo (ICME), pp. 2026-2029, Beijing, China, July 2-5, 2007.

  65. Min Chen, Shu-Ching Chen, Mei-Ling Shyu, "Hierarchical Temporal Association Mining for Video Event Detection in Video Databases," The Second IEEE International Workshop on Multimedia Databases and Data Management (MDDM'07), in conjunction with IEEE International Conference on Data Engineering (ICDE2007), pp. 137-145, Istanbul, Turkey, April 15, 2007.

  66. Shu-Ching Chen, Min Chen, Chengcui Zhang, and Mei-Ling Shyu, "Exciting Event Detection using Multi-level Multimodal Descriptors and Data Classification," IEEE International Symposium on Multimedia (ISM2006), pp. 193-200, December 11-13, 2006, San Diego, CA, USA.

  67. Thiago Quirino, Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen, and LiWu Chang, "Collateral Representative Subspace Projection Modeling for Supervised Classification," the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06), pp. 98-105, November 13-15, 2006, Washington D.C., USA.

  68. Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen, and LiWu Chang, "UNPCC: A Novel Unsupervised Classification Scheme for Network Intrusion Detection," the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06), pp. 743-750, November 13-15, 2006, Washington D.C., USA.

  69. Na Zhao, Shu-Ching Chen, Mei-Ling Shyu, and Stuart H. Rubin, "An Integrated and Interactive Video Retrieval Framework with Hierarchical Learning Models and Semantic Clustering Strategy," The 2006 IEEE International Conference on Information Reuse and Integration (IEEE IRI-2006), pp. 438-443, September 16-18, 2006, Hawaii, USA.

  70. Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen, and LiWu Chang, "A Distributed Agent-Based Approach To Intrusion Detection Using the Lightweight PCC Anomaly Detection Classifier," IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2006), pp. 446-453, June 5-7, 2006, Taichung, Taiwan, R.O.C.

  71. Na Zhao, Shu-Ching Chen, and Mei-Ling Shyu, "Video Database Modeling and Temporal Pattern Retrieval using Hierarchical Markov Model Mediator," The First IEEE International Workshop on Multimedia Databases and Data Management (IEEE-MDDM 2006), in conjunction with IEEE International Conference on Data Engineering (ICDE2006), April 8, 2006, Atlanta, Georgia, USA.

  72. Guy Ravitz and Mei-Ling Shyu, "Unit Detection from American Football TV Broadcast using Multimodal Content Analysis," IEEE International Symposium on Multimedia (ISM 2005), pp. 320-327, December 12-14, 2005, Irvine, California, USA.

  73. Kasun Wickramaratna, Min Chen, Shu-Ching Chen, and Mei-Ling Shyu, "Neural Network Based Framework for Goal Event Detection in Soccer Videos," IEEE International Symposium on Multimedia (ISM 2005), pp. 21-28, December 12-14, 2005, Irvine, California, USA.

  74. Hongli Luo and Mei-Ling Shyu, "The Protection of QoS for Multimedia Transmission against Denial of Service Attacks," The First IEEE International Workshop on Security and Pervasive Multimedia Environments (MultiSec 2005), in conjunction with the IEEE International Symposium on Multimedia (ISM 2005), pp. 695-700, December 12-14, 2005, Irvine, California, USA.

  75. Mei-Ling Shyu, Indika Priyantha Kuruppu-Appuhamilage, Shu-Ching Chen, and LiWu Chang, "Handling Missing Values via Decomposition of the Conditioned Set," 2005 IEEE International Conference on Information Reuse and Integration, pp. 199-204, August 15-17, 2005, Las Vegas, Nevada, USA.

  76. H. Nicholas Carrasco and Mei-Ling Shyu, "Automated Quality Control of Tropical Cyclone Winds Through Data Mining," 2005 IEEE International Conference on Information Reuse and Integration, pp. 229-234, August 15-17, 2005, Las Vegas, Nevada, USA.

  77. Yimin Zhu, Mei-Ling Shyu, Shu-Ching Chen, "Data Integration for Capital Projects via Community-Specific Conceptual Representations," 2005 IEEE International Conference on Information Reuse and Integration, pp. 144-148, August 15-17, 2005, Las Vegas, Nevada, USA.

  78. KKRGK. Hewawasam, K. Premaratne, SP Subasingha, and Mei-Ling Shyu, "Rule Mining and Classification in Imperfect Databases," The 2005 7th International Conference on Information Fusion, Volume 1, pp. 661-668, July 25-28, 2005, Philadelphia, PA, USA.

  79. Hongli Luo, Mei-Ling Shyu, and Shu-Ching Chen, "A Multi-Buffer Scheduling Scheme for Video Streaming," IEEE International Conference on Multimedia & Expo (ICME), July 6-8, 2005, Amsterdam, The Netherlands.

  80. Chengcui Zhang, Xin Chen, Min Chen, Shu-Ching Chen, and Mei-Ling Shyu, "A Multiple Instance Learning Approach for Content Based Image Retrieval Using One-Class Support Vector Machine," IEEE International Conference on Multimedia & Expo (ICME), July 6-8, 2005, Amsterdam, The Netherlands.

  81. Shu-Ching Chen, Mei-Ling Shyu, and Na Zhao, "An Enhanced Query Model for Soccer Video Retrieval Using Temporal Relationships," the 21st International Conference on Data Engineering (ICDE 2005), pp. 1133-1134, April 5-8, 2005, Tokyo, Japan.

  82. Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen, and Na Zhao, "Collaborative Filtering via Association Rule Mining from User Access Sequences," International Workshop on Challenges in Web Information Retrieval and Integration, in conjunction with The 21st International Conference on Data Engineering (ICDE 2005), pp. 128-133, April 8-9, 2005, Tokyo, Japan.

  83. Mei-Ling Shyu, Kanoksri Sarinnapakorn, Indika Kuruppu-Appuhamilage, Shu-Ching Chen, LiWu Chang, and Thomas Goldring, "Handling Nominal Features in Anomaly Intrusion Detection Problems," 15th International Workshop on Research Issues on Data Engineering (RIDE Workshop of Stream Data Mining and Applications RIDE-SDMA 2005), in conjunction with The 21st International Conference on Data Engineering (ICDE 2005), pp. 55-62, April 3-4, 2005, National Center of Sciences, Tokyo, Japan.

  84. KKRGK Hewawasam, K. Premaratne, Mei-Ling Shyu, and SP Subasingha, "Rule Mining and Classification in the Presence of Feature Level and Class Label Ambiguities," Proceedings of the Defense and Security Symposium 2005, SPIE, Vol. 5803, pp. 98-107, Intelligent Computing: Theory and Applications III, March/April 2005, Orlando, FL, USA.

  85. Mei-Ling Shyu, Guy Ravitz, and Shu-Ching Chen, "Unit Detection in American Football TV Broadcasts Using Average Energy of Audio Track," the IEEE Sixth International Symposium on Multimedia Software Engineering (MSE), pp. 193-200, December 13-15, 2004, Miami, FL, USA.

  86. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, and Chengcui Zhang, "A Unified Framework for Image Database Clustering and Content-based Retrieval," the Second ACM International Workshop on Multimedia Databases (ACM MMDB 2004), pp. 19-27, November 13, 2004, Arlington, VA, USA.

  87. Choochart Haruechaiyasak, Mei-Ling Shyu, and Shu-Ching Chen, "A Data Mining Framework for Building A Web-Page Recommender System," the 2004 IEEE International Conference on Information Reuse and Integration (IRI'2004), pp. 357-362, November 8-10, 2004, Las Vegas, Nevada, USA.

  88. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, and Stuart H. Rubin, "Affinity-Based Similarity Measure for Web Document Clustering," the 2004 IEEE International Conference on Information Reuse and Integration (IRI'2004), pp. 247-252, November 8-10, 2004, Las Vegas, Nevada, USA.

  89. J. Zhang, S.P. Subasingha, K. Premaratne, Mei-Ling Shyu, M. Kubat, and KKRGK Hewawasam, "A Novel Belief Theoretic Association Rule Mining Based Classifier for Handling Class Label Ambiguities," the Third Workshop in Foundations of Data Mining (FDM'04), in conjunction with the Fourth IEEE International Conference on Data Mining (ICDM'04), November 1, 2004, Birghton, UK.

  90. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, and Chengcui Zhang, "Affinity Relation Discovery in Image Database Clustering and Content-based Retrieval," ACM Multimedia 2004 Conference, pp. 372-375 (short paper), October 10-16, 2004, New York, USA.

  91. Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, "SMARXO: Towards Secured Multimedia Applications by Adopting RBAC, XML and Object-Relational Database," ACM Multimedia 2004 Conference, pp. 432-435 (short paper), October 10-16, 2004, New York, USA.

  92. Shu-Ching Chen, Mei-Ling Shyu, Chengjun Zhan, and Srinivas Peeta, "A Novel Rate-Based Hop By Hop Congestion Control Algorithm," IEEE International Conference on Multimedia and Expo (ICME 2004), June 27-30, 2004, Taipei, Taiwan, R.O.C.

  93. Shu-Ching Chen, Mei-Ling Shyu, Min Chen, and Chengcui Zhang, "A Decision Tree-based Multimodal Data Mining Framework for Soccer Goal Detection," IEEE International Conference on Multimedia and Expo (ICME 2004), June 27-30, 2004, Taipei, Taiwan, R.O.C.

  94. Chengcui Zhang, Shu-Ching Chen, and Mei-Ling Shyu, "Multiple Object Retrieval for Image Databases Using Multiple Instance Learning and Relevance Feedback," IEEE International Conference on Multimedia and Expo (ICME 2004), June 27-30, 2004, Taipei, Taiwan, R.O.C.

  95. Mei-Ling Shyu, Shu-Ching Chen, and Chamara Ranasingha, "Router Active Queue Management for Both Multimedia and Best-Effort Traffic Flows," IEEE International Conference on Multimedia and Expo (ICME 2004), June 27-30, 2004, Taipei, Taiwan, R.O.C.

  96. Hongli Luo, Mei-Ling Shyu, and Shu-Ching Chen, "An End-to-End Video Transmission Framework with Efficient Bandwidth Utilization," IEEE International Conference on Multimedia and Expo (ICME 2004), June 27-30, 2004, Taipei, Taiwan, R.O.C.

  97. Shu-Ching Chen and Mei-Ling Shyu, "Workshop Report: The First ACM International Workshop on Multimedia Databases (MMDB 2003) at ACM CIKM 2003," ACM SIGIR Forum (Invited), Vol. 38, No. 1, pp. 51-56, June 2004.

  98. Chengcui Zhang, Shu-Ching Chen, and Mei-Ling Shyu, "PixSO: A System for Video Shot Detection," Proceedings of the Fourth IEEE Pacific-Rim Conference on Multimedia, pp. 1-5, December 15-18, 2003, Singapore.

  99. Chengcui Zhang, Shu-Ching Chen, Mei-Ling Shyu, and Srinivas Peeta, "Adaptive Background Learning for Vehicle Detection and Spatio-Temporal Tracking," Proceedings of the Fourth IEEE Pacific-Rim Conference on Multimedia, pp. 1-5, December 15-18, 2003, Singapore.

  100. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, and Chi-Min Shu, "MMM: A Stochastic Mechanism for Image Database Queries," Proceedings of the IEEE Fifth International Symposium on Multimedia Software Engineering (MSE2003), pp. 188-195, December 10-12, 2003, Taichung, Taiwan, ROC.

  101. Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, and LiWu Chang, "A Novel Anomaly Detection Scheme Based on Principal Component Classifier," Proceedings of the IEEE Foundations and New Directions of Data Mining Workshop, in conjunction with the Third IEEE International Conference on Data Mining (ICDM'03), pp. 172-179, November 19, 2003, Melbourne, Florida, USA.

  102. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, and Kanoksri Sarinnapakorn, "Image Database Retrieval Utilizing Affinity Relationships," Proceedings of the First ACM International Workshop on Multimedia Databases (ACM MMDB'03), pp. 78-85, November 7, 2003, New Orleans, Louisiana, USA.

  103. Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, and Chengcui Zhang, "An Affinity-Based Image Retrieval System for Multimedia Authoring and Presentation," Proceedings of the 11th Annual ACM International Conference on Multimedia, pp. 446-447, November 2-8, 2003 Berkeley, CA, USA.

  104. Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, and Chengcui Zhang, "Component-Based Design and Integeration of a Distributed Multimedia Management System," Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration (IRI'2003), pp. 485-492, October 27-29, 2003, Las Vegas, Nevada, USA.

  105. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Walter Z. Tang, and Keqi Zhang, "Damage Pattern Mining in Hurricane Image Databases," Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration (IRI'2003), pp. 227-234, October 27-29, 2003, Las Vegas, Nevada, USA.

  106. Sheng-Tun Li, Huang-Chih Hsieh, Shu-Ching Chen, and Mei-Ling Shyu, "Facilitating KMS Reusability by XML Binding Model," Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration (IRI'2003), pp. 478-484, October 27-29, 2003, Las Vegas, Nevada, USA.

  107. Stuart H. Rubin, Shu-Ching Chen, and Mei-Ling Shyu, "Field-Effect Natural Language Semantic Mapping," Proceedings of the 2003 IEEE International Conference on Systems, Man & Cybernetics, pp. 2483-2487, October 5-8, 2003, Washington, D.C., USA.

  108. Shu-Ching Chen, Mei-Ling Shyu, and Na Zhao, "MediaManager: A Distributed Multimedia Management System for Content-Based Retrieval, Authoring and Presentation," Proceedings of the 9th International Conference on Distributed Multimedia Systems (DMS2003), pp. 17-22, Miami, FL, USA, September 24-26, 2003.

  109. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Lin Luo, and Min Chen, "Detection of Soccer Goal Shots Using Joint Multimedia Features and Classification Rules," Proceedings of the Fourth International Workshop on Multimedia Data Mining (MDM/KDD2003), in conjunction with the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 36-44, August 24-27, 2003, Washington, DC, USA.

  110. Mei-Ling Shyu, Shu-Ching Chen, and Hongli Luo, "Ensuring Fairness In Multimedia Multicast Streaming With Optimal Rate Allocation And Client Buffer Utilization," Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), vol III, pp. 353-356, July 6-9, 2003, Baltimore, MD, USA.

  111. Mei-Ling Shyu, Shu-Ching Chen, and Hongli Luo, "Per-Class Queue Management And Adaptive Packet Drop Mechanism For Multimedia Networking," Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), vol. III, pp. 365-368, July 6-9, 2003, Baltimore, MD, USA.

  112. Xin Hunag, Shu-Ching Chen, and Mei-Ling Shyu, "Incorporating Real-Valued Multiple Instance Learning Into Relevance Feedback For Image Retrieval," Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), vol. I, pp. 321-324, July 6-9, 2003, Baltimore, MD, USA.

  113. Shu-Ching Chen, Mei-Ling Shyu, Irina Gray, and Hongli Luo, "An Adaptive Multimedia Transmission Protocol for Distributed Multimedia Applications," Proceedings of the 5th International Workshop on Multimedia Network Systems and Applications, in conjunction with The 23rd International Conference on Distributed Computing Systems (ICDCS-2003), pp. 537-542, May 19, 2003, Providence, Rhode Island, USA.

  114. Xin Huang, Shu-Ching Chen, and Mei-Ling Shyu, "An Open Multiple Instance Learning Framework and Its Application in Drug Activity Prediction Problems," Proceedings of the 3rd IEEE Symposium on Bioinformatics and Bioengineering (BIBE 2003), pp. 53-59, March 10-12, 2003.

  115. Mei-Ling Shyu, Shu-Ching Chen, Lin Luo, and Chi-Min Shu, "A Stochastic Model for Content-Based Image Retrieval," Proceedings of the Third IEEE Pacific-Rim Conference on Multimedia 2002 (PCM2002), Lecture Notes in Computer Science: Springer-Verlag, pp. 229-236, December 16-18, 2002, Hsinchu, Taiwan.

  116. Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, and Sheng-Tun Li, "A Novel Hierarchical Approach to Image Retrieval Using Color and Spatial Information," Proceedings of the Third IEEE Pacific-Rim Conference on Multimedia 2002 (PCM2002), Lecture Notes in Computer Science: Springer-Verlag, pp. 175-182, December 16-18, 2002, Hsinchu, Taiwan.

  117. Shu-Ching Chen, Sheng-Tun Li, Mei-Ling Shyu, Chengjun Zhan, and Chengcui Zhang, "A Multimedia Semantic Model for RTSP-Based Multimedia Presentation Systems," Proceedings of the IEEE Fourth International Symposium on Multimedia Software Engineering (MSE2002), pp. 124-131, December 11-13, 2002, Newport Beach, California, USA.

  118. Mei-Ling Shyu, Shu-Ching Chen, and Hongli Luo, "End-to-End Congestion Control via Optimal Bandwidth Allocation for Multimedia Streams," Proceedings of the 15th International Conference on Computer Applications in Industry and Engineering, pp. 57-60, November 7-9, 2002, San Diego, California USA.

  119. Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, and Borko Furht, "Image Retrieval by Color, Texture, and Spatial Information," Proceedings of the 8th International Conference on Distributed Multimedia Systems (DMS'2002), pp. 152-159, September 26-28, 2002, San Francisco Bay, California, USA.

  120. Chin-Chuan Chen, Chi-Min Shu, Ron-Shin Chang, Mei-Ling Shyu, and Shu-Ching Chen, "Thermal Hazard Analysis of Styrene Monomer at Low Temperature Conditions during Storage and Transportation," Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference, pp. 433-439, September 23-25, 2002, Pittsburgh, Pennsylvania, USA.

  121. Deng-Jr Peng, Chi-Min Shu, Jin-Zhi Wei, Mei-Ling Shyu, and Shu-Ching Chen, "Thermal Hazard Assessment on Hydroperoxides Examples on Cumene Hydroperoxide," Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference, pp. 440-447, September 23-25, 2002, Pittsburgh, Pennsylvania, USA.

  122. Tsu-Kaung Miao, Chi-Min Shu, Deng-Jr Peng, Mei-Ling Shyu, and Shu-Ching Chen, "Thermal Hazard Analyness for Cumene Hydroperoxide by DSC and TAM," Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference, pp. 448-454, September 23-25, 2002, Pittsburgh, Pennsylvania, USA.

  123. Deng-Jr Peng, Chi-Min Shu, Huei-Jiun Chen, Mei-Ling Shyu, and Shu-Ching Chen, "Fire Prevention Study of Wet Bench Cleaning Stages in Semiconductor Manufacturing Processes Incompatibilities of Hydrogen Peroxide," Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference, pp. 455-462, September 23-25, 2002, Pittsburgh, Pennsylvania, USA.

  124. Shu-Ching Chen, Mei-Ling Shyu, Wenhui Liao, and Chengcui Zhang, "Scene Change Detection By Audio and Video Clues," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), pp. 365-368, August 26-29, 2002, Lausanne, Switzerland.

  125. Shu-Ching Chen, Mei-Ling Shyu, and Hongli Luo, "Optimal Bandwidth Allocation Scheme With Delay Awareness in Multimedia Transmission," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), pp. 537-540, August 26-29, 2002, Lausanne, Switzerland.

  126. Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, and Borko Furht, "An Effective Content-Based Visual Image Retrieval System," Proceedings of the 26th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC), pp. 914-919, August 26-29, 2002, Oxford, England.

  127. Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen, and Xiuqi Li, "Web Document Classification Based on Fuzzy Association," Proceedings of the 26th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC), pp. 487-492, August 26-29, 2002, Oxford, England.

  128. Xin Huang, Shu-Ching Chen, Mei-Ling Shyu, and Chengcui Zhang, "User Concept Pattern Discovery Using Relevance Feedback and Multiple Instance Learning for Content-Based Image Retrieval," Proceedings of the Third International Workshop on Multimedia Data Mining (MDM/KDD'2002), in conjunction with the 8th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 100-108, July 23, 2002, Edmonton, Alberta, Canada.

  129. Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, and Borko Furht, "An Efficient Multi-Filter Retrieval Framework for Large Image Databases," Proceedings of the 2002 International Symposium on Information Systems and Engineering (ISE'2002), pp. 81-86, July 14 - 18, 2002, San Diego, California, USA.

  130. Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen, and Kamal Premaratne, "Mining Association Rules with Uncertain Item Relationships," Proceedings of the 6th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2002), pp. 435-440, July 14-18, 2002, Orlando, Florida, USA.

  131. E.C. Kulasekere, K. Premaratne, Mei-Ling Shyu, and P.H. Bauer, "Association Rule Mining with Subjective Knowledge," Proceedings of the 6th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2002), pp. 417-422, July 14-18, 2002, Orlando, Florida, USA.

  132. Mei-Ling Shyu, Shu-Ching Chen, and Hongli Luo, "Self-Adjusted Network Transmission for Multimedia Data," Proceedings of the Third IEEE Conference on Information Technology: Coding and Computing (ITCC-2002), pp. 128-133, April 8-10, 2002, Las Vegas, Nevada, USA.

  133. Shu-Ching Chen, Sheng-Tun Li, Hung-Chi Chen, Mei-Ling Shyu, and Chengcui Zhang, "Streaming SMIL Presentations via a Multimedia Semantic Model," Proceedings of the Second International Workshop on Intelligent Multimedia Computing and Networking (IMMCN'2002), in conjunction with 6th Joint Conference on Information Sciences, pp. 919-922, March 8-12, 2002, Durham, North Carolina, USA.

  134. Chengcui Zhang, Lin Luo, Shu-Ching Chen, and Mei-Ling Shyu, "Supporting Information Reuse for Video Data Indexing by Using Color Information," Proceedings of the 3rd International Conference on Information Reuse and Integration (IRI-2001), pp. 92-96, November 27-29, 2001, Las Vegas, Nevada, USA.

  135. Shu-Ching Chen, Mei-Ling Shyu, Xia Jin, Qiong Chen, Chengcui Zhang, and Jeff Strickrott, "A Flexible Image Retrieval and Multimedia Presentation Management System for Multimedia Databases," Proceedings of the ACM Multimedia 2001 Conference, pp. 601-602, September 30-October 5, 2001, Ottawa, CANADA.

  136. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, and Jeff Strickrott, "Multimedia Data Mining for Traffic Video Sequences," Proceedings of the Second International Workshop on Multimedia Data Mining (MDM/KDD'2001), in conjunction with the Seventh ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 78-85, August 26, 2001, San Francisco, CA, USA.

  137. Mei-Ling Shyu, Shu-Ching Chen, and Hongli Luo, "An Adaptive Optimal Multimedia Network Transmission Control Scheme," Proceedings of the Second IEEE Pacific-Rim Conference on Multimedia 2001 (PCM'2001), pp. 1042-1047, October 24-26, 2001, Beijing, China.

  138. Mei-Ling Shyu, Shu-Ching Chen, and Choochart Haruechaiyasak, "Mining User Access Behavior on the WWW," Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, pp. 1717-1722, October 7-10, 2001, Tucson, Arizona, USA.

  139. Shu-Ching Chen, Mei-Ling Shyu, and Chengcui Zhang, "An Unsupervised Segmentation Framework For Texture Image Queries," Proceedings of the 25th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC), pp. 569-573, October 8-12, 2001, Chicago, Illinois, USA.

  140. Mei-Ling Shyu, Shu-Ching Chen, Choochart Haruechaiyasak, Chi-Min Shu, and Sheng-Tun Li, "Disjoint Web Document Clustering and Management in Electronic Commerce," Proceedings of the Seventh International Conference on Distributed Multimedia Systems (DMS'2001), pp. 494-497, September 26-28, 2001, Tamkang University, Taipei, Taiwan.

  141. Ron-Hsin Chang, Chi-Min Shu, Po-Yin Yeh, Mei-Ling Shyu, and Shu-Ching Chen, "Thermal Hazard Analysis of Methyl Ethyl Ketone Peroxide," Proceedings of the 17th Asia Pacific Occupational Safety & Health Organization (APOSHO-17) Conference, pp. 244-258, September 24-29, 2001, Taipei, Taiwan.

  142. Jer-Pei Fang, Chi-Min Shu, Yu-Ching Chen, Shu-Ching Chen, and Mei-Ling Shyu, "Leakage Evaluated and Controlled from Industrial Process Pipeline by Optimum Gasket Assembly Stress," Proceedings of the 17th Asia Pacific Occupational Safety & Health Organization (APOSHO-17) Conference, pp. 294-312, September 24-29, 2001, Taipei, Taiwan.

  143. Deng-Jr Peng, Chi-Min Shu, Jing-Heng Wang, Mei-Ling Shyu, and Shu-Ching Chen, "New Approaches for Calculating Safety Parameters and Estimating Hazard Severity for Cumene Hydroperoxide," Proceedings of the 17th Asia Pacific Occupational Safety & Health Organization (APOSHO-17) Conference, pp. 267-278, September 24-29, 2001, Taipei, Taiwan.

  144. Chin-Chuan Chen, Chi-Min Shu, Chan-An Yeh, Shu-Ching Chen, and Mei-Ling Shyu, "Autocatalytic Decomposition of Cumene Hydroperoxide at Low Temperature Conditions," Proceedings of the 17th Asia Pacific Occupational Safety & Health Organization (APOSHO-17) Conference, pp. 259-266, September 24-29, 2001, Taipei, Taiwan.

  145. Po-Jiun Wen, Chi-Min Shu, Zhi-Cheng Chang, Shu-Ching Chen, and Mei-Ling Shyu, "Effects of Initial Pressure on the Flammability Limit of OX-Air Mixture with 20-L-Appartus," Proceedings of the 17th Asia Pacific Occupational Safety & Health Organization (APOSHO-17) Conference, pp. 443-465, September 24-29, 2001, Taipei, Taiwan.

  146. Mei-Ling Shyu, Shu-Ching Chen, and Hongli Luo, "Optimal Resource Utilization in Multimedia Transmission," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), pp. 880-883, August 22-25, 2001, Waseda University, Tokyo, Japan.

  147. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, and R.L. Kashyap, "Video Scene Change Detection Method Using Unsupervised Segmentation and Object Tracking," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), pp. 57-60, August 22-25, 2001, Waseda University, Tokyo, Japan.

  148. Shu-Ching Chen, Mei-Ling Shyu, and Chengcui Zhang, "An Intelligent Framework for Spatio-Temporal Vehicle Tracking," Proceedings of the 4th International IEEE Conference on Intelligent Transportation Systems, pp. 213-218, August 25-29, 2001, Oakland, California, USA.

  149. Sheng-Tun Li, Shu-Ching Chen, and Mei-Ling Shyu, "A Live TV-Quality Distant Learning Multimedia Presentation System for Education," Proceedings of the 34th Hawaii International Conference on System Sciences (HICSS-34), CD-ROM, IEEE Press, 9 pages, January 3-6, 2001, Maui, Hawaii.

  150. Mei-Ling Shyu, Shu-Ching Chen, and Sheng-Tun Li, "Incorporation of Data Mining and Domain Knowledge for Discovering Quasi-equivalence Database Relationships," Proceedings of the Workshop on Artificial Intelligence, International Computer Symposium (ICS), pp. 65-71, December 6-8, 2000, Chiayi, Taiwan.

  151. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, and R. L. Kashyap, "Object Tracking and Augmented Transition Network for Video Indexing and Modeling," Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), pp. 428-435, November 13-15, 2000, Vancouver, British Columbia, Canada.

  152. Mei-Ling Shyu and Shu-Ching Chen, "Mining Database Semantic Relationships," Proceedings of the ISCA 2nd International Conference On Information Reuse And Integration (IRI-2000), pp. 62-65, November 1-3, 2000, Honolulu, Hawaii, USA.

  153. Sheng-Tun Li, Shu-Ching Chen, and Mei-Ling Shyu, "A Presentation Semantic Model for Asynchronous Distance Learning Paradigm," Proceedings of the ACM Multimedia 2000 Conference, pp. 404-406, October 30 - November 3, 2000, Los Angeles, California, USA.

  154. Mei-Ling Shyu, Shu-Ching Chen, and Chi-Min Shu, "Affinity-Based Probabilistic Reasoning and Document Clustering on the WWW," Proceedings of the 24th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC), pp. 149-154, October 25-27, 2000, Taipei, Taiwan.

  155. Mei-Ling Shyu and Shu-Ching Chen, "A Bayesian Network-Based Expert Query System for a Distributed Database System," Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, pp. 2074-2079, October 8-11, 2000, Nashville, Tennessee, USA.

  156. Mei-Ling Shyu, Shu-Ching Chen, and R. L. Kashyap, "Organizing a Network of Databases Using Probabilistic Reasoning," Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, pp. 1990-1995, October 8-11, 2000, Nashville, Tennessee, USA.

  157. Mei-Ling Shyu, Shu-Ching Chen, and R. L. Kashyap, "A Probabilistic-Based Mechanism For Video Database Management Systems," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2000), pp. 467-470, July 30-August 2, 2000, New York City, USA.

  158. Shu-Ching Chen, Sheng-Tun Li, and Mei-Ling Shyu, "Modeling Snapshot Browsing for Web-based Integrated Surveillance Services," Proceedings of the Second International Workshop on Software Engineering and Multimedia Applications (SEMA2000), pp. 31-35, August 1-2, Baden-Baden, Germany.

  159. Shu-Ching Chen, Mei-Ling Shyu, and Naphtali Rishe, "Modeling Interactive Multimedia Presentation Systems Using Augmented Transition Networks," Proceedings of the First International Workshop on Intelligent Multimedia Computing and Networking (IMMCN'2000), pp. 643-646, February 27-March 3, 2000, Atlantic City, NJ, USA.

  160. Mei-Ling Shyu, Shu-Ching Chen, and Naphtali Rishe, "Markov Model Mediator Mechanism vs Object-Oriented Data Model As a Data Warehouse Schema," Proceedings of the Fifth International Conference on Computer Science and Informatics (CS&I'2000), pp. 496-499, February 27-March 3, 2000, Atlantic City, NJ, USA.

  161. Shu-Ching Chen, Srinivas Sista, Mei-Ling Shyu, and R. L. Kashyap, "An Indexing and Searching Structure for Multimedia Database Systems," Proceedings of the IS&T/SPIE conference on Storage and Retrieval for Media Databases 2000, pp. 262-270, January 23-28, 2000, San Jose, CA, USA.

  162. Shu-Ching Chen, Srinivas Sista, Mei-Ling Shyu, and R. L. Kashyap, "Augmented Transition Networks as Video Browsing Models for Multimedia Databases and Multimedia Information Systems," Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'99), pp. 175-182, November 9-11, 1999, Chicago, IL, USA.

  163. Shu-Ching Chen, Mei-Ling Shyu, and R. L. Kashyap, "Multimedia Presentation Using Augmented Transition Networks and Multimedia Input Strings," Proceedings of the ISCA 12th International Conference On Computer Applications In Industry And Engineering (CAINE-99), pp. 58-61, November 4-6, 1999, Atlanta, Georgia USA.

  164. Shu-Ching Chen, Mei-Ling Shyu, and Chi-Min Shu, "Discovering Semantic Relationships Among Object Classes In Database Systems," Proceedings of the ISCA 1st International Conference On Information Reuse And Integration (IRI-99), pp. 100-103, November 4-6, 1999, Atlanta, Georgia USA.

  165. Mei-Ling Shyu, Shu-Ching Chen, and R. L. Kashyap, "Discovering Quasi-Equivalence Relationships From Database Systems," Proceedings of the ACM Eighth International Conference on Information and Knowledge Management (CIKM'99), pp. 102-108, November 2-6, 1999, Kansas City, MO, USA.

  166. Shu-Ching Chen, Mei-Ling Shyu, and Chi-Min Shu, "An Object-Oriented Approach For Managing a Network Of Databases," Proceedings of the 3rd Annual IASTED International Conference on Software Engineering and Applications (SEA'99), pp. 51-55, October 6-8, 1999, Scottsdale, Arizona, USA.

  167. Mei-Ling Shyu, Shu-Ching Chen, and R. L. Kashyap, "Information Retrieval Using Markov Model Mediators in Multimedia Database Systems," Proceedings of the 1998 International Symposium on Multimedia Information Processing, pp. 237-242, December 14-16, 1998, Chung-Li, Taiwan.

  168. Mei-Ling Shyu, Shu-Ching Chen, and R. L. Kashyap, "Database Clustering and Data Warehousing," Proceedings of the 1998 ICS Workshop on Software Engineering and Database Systems, pp. 30-37, Dec. 17-19, 1998, Tainan, Taiwan.

  169. Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta, and Chengcui Zhang, "Unsupervised Automated Learning-Based Spatio-Temporal Vehicle Tracking and Indexing for Transportation Multimedia Database Systems," Transportation Research Board (TRB) 2002 Annual Meeting (Refereed Presentation), January 13-17, 2002, Washington DC, USA.

Non-Refereed Publications:

  1. Yilin Yan, Samira Pouyanfar, Sheng Guan, Haiman Tian, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, and Jonathan Chen, "Florida International University and University of Miami TRECVID 2016," TRECVID 2016.

  2. Yilin Yan, Miguel Gavidia, Tarek Sayed, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, and Tiffany Chen, "Florida International University and University of Miami TRECVID 2015," TRECVID 2015.

  3. Miguel Gavidia, Tarek Sayed, Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen, Hsin-Yu Ha, Ming Ma, Winnie Chen, and Tiffany Chen, "Florida International University and University of Miami TRECVID 2014," TRECVID 2014.

  4. Tao Meng, Guiru Zhao, Fausto Fleites, Miguel Gavidia, Tarek Sayed, Yang Liu, Mei-Ling Shyu, Hsin-Yu Ha, and Shu-Ching Chen, "Florida International University and University of Miami TRECVID 2013," TRECVID 2013.

  5. Qiusha Zhu, Dianting Liu, Tao Meng, Chao Chen, Mei-Ling Shyu, Yimin Yang, Hsin-Yu Ha, Fausto Fleites, and Shu-Ching Chen, "Florida International University and University of Miami TRECVID 2012," TRECVID 2012.

  6. Chao Chen, Dianting Liu, Qiusha Zhu, Tao Meng, Mei-Ling Shyu, Yimin Yang, Hsin-Yu Ha, Fausto Fleites, Shu-Ching Chen, Winnie Chen, and Tiffany Chen, "Florida International University and University of Miami TRECVID 2011," TRECVID 2011.

  7. Chao Chen, Qiusha Zhu, Dianting Liu, Tao Meng, Lin Lin, Mei-Ling Shyu, Yimin Yang, Hsin-Yu Ha, Fausto Fleites, and Shu-Ching Chen, "Florida International University and University of Miami TRECVID 2010 - Semantic Indexing," TRECVID 2010.

  8. Lin Lin, Chao Chen, Mei-Ling Shyu, Fausto Fleites, and Shu-Ching Chen, "Florida International University and University of Miami TRECVID 2009 - High Level Feature Extraction," TRECVID 2009.

  9. Guy Ravitz, Lin Lin, Mei-Ling Shyu, Michael Armella, and Shu-Ching Chen, "Florida International University and University of Miami TRECVID 2008 - High Level Feature Extraction," TRECVID 2008.

Dr. Mei-Ling Shyu

          Office: MEB 515
          Phone: 305-284-5566
          Fax: 305-284-4044
          E-mail: shyu@miami.edu
 
06/2013-present  Professor
06/2005-05/2013  Associate Professor
01/2000-05/2005  Assistant Professor
Department of Electrical and Computer Engineering, University of Miami
 

Director

The Data mining, Database & Multimedia Research Group


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