MIN CHEN, PH.D. Associate Professor

Transcription

1 MIN CHEN, PH.D. Associate Professor Department of Computer Science, University of Montana, Missoula, MT Telephone: (406) Fax: (406) PROFESSIONAL PREPARATION 2007 Ph. D. in Computer Science Florida International University, Miami, FL M.S. in Computer Science Florida International University, Miami, FL RESEARCH INTERESTS Distributed Multimedia Database Systems, Multimedia Data Mining, Big Data, Database Management PUBLICATIONS Book Chapters 1. Min Chen, Temporal-based Video Event Detection and Retrieval, Edited by C.-H. Wei and Y. Li, Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives, IGI Global, 2011, ISBN: Min Chen, Shu-Ching Chen, and Mei-Ling Shyu, Content-based Retrieval of Video, Edited by P. Sheu, H. Yu, C.V. Ramamoorthy, A. Joshi, and L. Zadeh, Semantic Computing, IEEE Press/Wiley, 2010, ISBN: 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, John Wiley & Sons Inc, 2010, ISBN: 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: Min Chen and Shu-Ching Chen, MMIR: An Advanced Content-based Image Retrieval System using a Hierarchical Learning Framework, Edited by Du Zhang and Jeffrey Tsai, Advances in Machine Learning Application in Software Engineering, Idea Group Publishing, 2006, ISBN: Journals 1. Min Chen, A Hierarchical Security Model for Multimedia Big Data, International Journal of Multimedia Data Engineering and Management, accepted for publication. 2. Min Chen, Hongli Luo, Chengcui Zhang, Multimedia Semantic Computing, International Journal of Multimedia Data Engineering and Management (IJMDEM), vol. 2, no. 2, pp. 1-4, Shu-Ching Chen, Min Chen, Na Zhao, Shahid Hamid, Kasturi Chatterjee, and Michael Armella, Florida Public Hurricane Loss Model: Research in Multi-Disciplinary System Integration Assisting Government Policy Making, Special Issue on Building the Next Generation Infrastructure for Digital Government, Government Information Quarterly, vol. 26, no. 2, pp , 2009.

2 M. Chen Page 2 4. Mei-Ling Shyu, Zongxing Xie, Min Chen, 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 , 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, International Journal of Multimedia Tools and Applications, vol. 32, no. 1, pp , Chengcui Zhang, Xin Chen, Shu-Ching Chen and Min Chen, LMS -- A Long Term Knowledge-Based Multimedia Retrieval System for Region-Based Image Databases, International Journal of Applied Systemic Studies, vol. 1, no. 4, pp , Min Chen, Shu-Ching Chen, Mei-Ling Shyu, and Kasun Wickramaratna, Semantic Event Detection via Temporal Analysis and Multimodal Data Mining, IEEE Signal Processing Magazine, Special Issue on Semantic Retrieval of Multimedia, vol. 23, no. 2, pp , 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, International Journal of Multimedia Tools and Applications, vol. 30, no. 2, pp , 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, vol. 27, no. 4, pp , Min Chen, Information Tracking via Bar Code Technique in Motorola, Bar Code & Information System, ISSN , vol. 5, pp. 4-5, (in Chinese) Refereed Conferences 1. Min Chen, Video Event Detection Based on Temporal Pattern Analysis, Proceedings of Second World Congress on Computer Science and Information Engineering, pp , Min Chen and Mizuki Miyashita, Audio Classification for Blackfoot Language Analysis, Proceedings of Second World Congress on Computer Science and Information Engineering, pp , Min Chen, Mizuki Miyashita, Beau Ufen, Bradley Bahls and Tyler Julian, A Multimedia Scripting System for Endangered Language Learning, Proceedings of Second Workshop on Story-Telling and Educational Games, vol. 498, Shu-Ching Chen, Mei-Ling Shyu, Min Chen, An Effective Multi-Concept Classifier for Video Streams, Proceedings of IEEE International Conference on Semantic Computing, pp , Na Zhao, Min Chen, Shu-Ching Chen, and Mei-Ling Shyu, MRBAC: Hierarchical Role Management and Security Access Control for Distributed Multimedia Systems, Proceedings of IEEE International Symposium on Object/Component/Service-oriented Real-time Distributed Computing, pp , 2008, Shu-Ching Chen, Min Chen, Na Zhao, Shahid Hamid, Khalid Saleem, Kasturi Chatterjee, Florida Public Hurricane Loss Model (FPHLM): Research Experience in System Integration, Proceedings of the 9th Annual International Conference on Digital Government Research, pp , 2008.

3 M. Chen Page 3 7. Min Chen, Chengcui Zhang, and Shu-Ching Chen, Semantic Event Extraction Using Neural Network Ensembles, Proceedings of the International Workshop on Semantic Computing and Multimedia Systems, in conjunction with First IEEE International Conference on Semantic Computing (IEEE ICSC2007), pp , September, Min Chen, Shu-Ching Chen, Mei-Ling Shyu, Hierarchical Temporal Association Mining for Video Event Detection in Video Databases, Proceedings of IEEE International Workshop on Multimedia Databases and Data Management (MDDM'07), in conjunction with IEEE International Conference on Data Engineering (ICDE2007), pp , Istanbul, Turkey, April 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 , December 11-13, 2006, San Diego, CA, USA. 10. Kasturi Chatterjee, Khalid Saleem, Na Zhao, Min Chen, Shu-Ching Chen, and Shahid Hamid, Modeling Methodology for Component Reuse and System Integration for Hurricane Loss Projection Application, Proceedings of 2006 IEEE International Conference on Information Reuse and Integration (IEEE IRI-2006), pp , September 16-18, 2006, Hawaii, USA. 11. Kasun Wickramaratna, Min Chen, Shu-Ching Chen, and Mei-Ling Shyu, Neural Network Based Framework for Goal Event Detection in Soccer Videos, Proceedings of IEEE International Symposium of Multimedia (ISM2005), pp , December 12-14, 2005, Irvine, California, USA. 12. Xin Chen, Chengcui Zhang, Shu-Ching Chen, and Min Chen, A Latent Semantic Indexing Based Method for Solving Multiple Instance Learning Problem in Region-based Image Retrieval, Proceedings of IEEE International Symposium on Multimedia (ISM 2005), pp , December 12-14, 2005, Irvine, California, USA. 13. 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, Proceedings of IEEE International Conference on Multimedia & Expo (ICME), pp , July 6-8, 2005, Amsterdam, The Netherlands. 14. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, and Stuart H. Rubin, Affinity-Based Similarity Measure for Web Document Clustering, Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration (IRI'2004), pp , November 8-10, 2004, Las Vegas, Nevada, USA. 15. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, and Chengcui Zhang, A Unified Framework for Image Database Clustering and Content-based Retrieval, Proceedings of the Second ACM International Workshop on Multimedia Databases (ACM MMDB 2004), pp , November 13, 2004, Arlington, VA, USA. 16. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, and Chengcui Zhang, Affinity Relation Discovery in Image Database Clustering and Content-based Retrieval, Proceedings of ACM Multimedia 2004 Conference, pp , October 10-16, New York, USA. 17. Shu-Ching Chen, Shahid Hamid, Sneh Gulati, Na Zhao, Min Chen, Chengcui Zhang, and Paresh Gupta, A Reliable Web-based System for Hurricane Analysis and Simulation, Proceedings of IEEE International Conference on Systems, Man and Cybernetics 2004, pp , October 10-13, 2004, Hague, The Netherlands.

4 M. Chen Page Shu-Ching Chen, Mei-Ling Shyu, Min Chen, and Chengcui Zhang, A Decision Treebased Multimodal Data Mining Framework for Soccer Goal Detection, Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2004), vol. 1, pp , June 27 - June 30, 2004, Taipei, Taiwan, R.O.C. 19. 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 , December 10-12, 2003, Taichung, Taiwan, ROC. 20. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, Kanoksri Sarinnapakorn, Image Database Retrieval Utilizing Affinity Relationships, Proceedings of the First ACM International Workshop on Multimedia Databases (ACM MMDB 03), pp , November 7, 2003, New Orleans, Louisiana, USA. 21. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Lin Luo, 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 , August 24-27, 2003, Washington, DC, USA. 22. Shu-Ching Chen, Keqi Zhang, Min Chen, A Real-Time 3D Animation Environment for Storm Surge, Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), vol. I, pp , July 6-9, 2003, Baltimore, MD, USA. GRANTS, AWARDS AND CONTRACTS 1. Smoking Cessation in College Fraternities and Sororities, Public and Community Health Sciences/National Cancer Institute, 10/2009-4/2011, $210,963, subcontract PI (Grant PI: Kari Harris) 2. Computer-Based Data Processing and Management for Blackfoot Phonetics and Phonology, National Endowment for the Humanities, 09/2009-7/2011, $24,999 (Co- Director: Mizuki Miyashita) 3. Physical Performance Train, Montana Center for Work Physiology and Exercise Metabolism/Office of Naval Research, 7/ /2010, $248,348, subcontract PI (Grant PI: Brent Ruby) 4. Merit Award, University of Montana, Hurricane Loss Project Model, Florida Office of Insurance Regulation, $2.26 million, 07/ /2009, consultant (Grant PI: Shahid Hamid) 6. Case-based curriculum development award, sponsored by Howard Hughes Medical Institute, Travel grant, funded by NSF, to attended the Coalition to Diversify Computing s Academic Career Workshop for Underrepresented Participants, UM PACE Visiting Scholar/Mentor Program Award, sponsored by the National Science Foundation, 2008 Pending Grants 1. Multimedia Search Prototype for Endangered Language Documentation and Analysis, National Endowment for the Humanities, 05/ /2015, $59,999 (Co-PI: Mizuki Miyashita)

5 M. Chen Page 5 2. Increasing Undergraduate Retention in STEM, Howard Hughes Medical Institute, $2.5 million, , Co-PI (Grant PI: William Holben) ACADEMIC SERVICE 1. Treasurer: Technical Committee on Multimedia Computing 2. Guest Editor: International Journal of Multimedia Data Engineering and Management (IJMDEM), special issue on Multimedia Semantic Computing 3. Publicity Co-Chair: The 2011 IEEE International Symposium on Multimedia 4. Vice Co-Chair: The 2010 International Conference on Multimedia and Ubiquitous Engineering 5. Publicity Co-Chair: The 2009 IEEE International Symposium on Multimedia 6. Program co-chair: The 2009 IEEE International Workshop on Semantic Computing and Multimedia Systems 7. International Editorial Review Board Member of the International Journal of Multimedia Data Engineering and Management (IJMDEM) 8. Editorial Advisory Board Member for the book Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives to be published by IGI Global 9. Session Chair: The 2007 International Workshop on Semantic Computing and Multimedia Systems 10. Program Committee Members a. IEEE International Workshop on Multimedia Information Processing and Retrieval (IEEE-MIPR 2007, 2008, 2009, 2011, 2012, 2013) b. IEEE International Workshop on Data Integration and Mining (DIM-2012) c. International Conference on Multimedia and Ubiquitous Engineering (MUE2008) d. IEEE International Symposium on Multimedia (IEEE-ISM 2008) 11. Committee member and judge of Graduate Student and Faculty Research Conference, University of Montana, 2008, 2009, 2010, 2011, Montana State Science Fair security subcommittee chair, Montana Integrative Learning Experience for Students program,