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Chengcui Zhang received her Ph.D. from the School of Computer Science at Florida International University, Miami, Florida
in May 2004. She also received her Master's and Bachelor's degrees from the College of Computer Science in ZheJiang University, HangZhou, P. R. China,
in March 1999 and July 1996.
Research Areas
Distributed
Multimedia Database Systems, Database Management, Data Mining, GIS, Digital
Library.
Current
Ph.D. Students
Wei-bang Chen (Research
Assistant)
Lin Yang (co-advised with Dr.
John Johnstone, Graduate Assistant)
Richa Tiwari (Research
Assistant)
Liping Zhou (Research
Assistant)
Ph.D. Thesis Supervision Completed
Xin Chen (Aug. 2008)
o
Thesis title: Human-Centered Semantic Retrieval IN Multimedia
Databases
o
Dean’s Award
(Ph.D. category) in the School of Natural Science and Mathematics, 2008.
o
Outstanding
Graduate Student (Ph.D. category) in the Department of Computer and Information
Sciences, 2008.
Course
Teaching
CS692/792
Multimedia Databases
CS610/710 Database System I
CS410/510
Database Concepts
CS201 Intro. to Object-Oriented
Programming (2008 Summer)
Research Grants
1.
NSF DBI-0649894, “imArray-An Automated High-Performance
Microarray Scanner Software Package for Microarray Image Analysis, Data
Management, and Knowledge Mining,” September 2007 – August 2010, $250,748.
2.
UAB ADVANCE junior faculty research award,
“Automatic Vehicle Classification for Video-based Traffic Surveillance,”
sponsored by the National Science Foundation (award SBE-0245090), $22,418,
2007-2008.
3.
IBM UIMA Award, “imArray – An Integrated Data
Management and Data Mining System for Microarray Data Analysis,” August 2006 –
August 2007, $19,000. (20 awardees
worldwide)
4.
2005-2006 UAB ADVANCE junior faculty research award,
sponsored by the National Science Foundation, $10,000.00.
5.
Faculty Development Award, “Information Mining and
Management for Intelligent Transportation Systems” UAB, 2005-2006, $7240.00.
6.
UAB ADVANCE program of the Office for the
Advancement of Women in Science and Engineering, sponsored by the National
Science Foundation (award SBE-0245090), $30,000.
7.
2004-2005 UAB ADVANCE junior faculty research award,
sponsored by the National Science Foundation (award SBE-0245090), $12,368.00.
Publications (DBLP
List of Publications)
BOOK (IN PROGRESS)
1. Chengcui Zhang, Shu-Ching Chen, Mei-Ling Shyu, and
Srinivas Peeta, “Visual Traffic Surveillance Using Spatio-temporal Analysis and
Mining,” Springer.
BOOK CHAPTERS
1.
Wei-Bang Chen and
Chengcui Zhang, “Handbook of Research on Dental Computing and Applications:
Advanced Techniques for Clinical Dentistry,” accepted for publication. Edited
by Dr. Andriani Daskalaki, IGI Global, in
press.
2.
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.
3.
Mei-Ling Shyu,
Shu-Ching Chen, Chengcui Zhang, “A Stochastic Content-Based Image Retrieval
Mechanism,” Edited by Sagarmay Deb, Multimedia Systems and Content-based Image
Retrieval, pp. 302-320, Idea Group Publishing, 2004, ISBN: 1-59140-265-4.
4.
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, Mining Multimedia and and Complex Data, pp. 50-67, Springer
Verlag, Lecture Notes in Artificial Intelligence Volume 2797, 2003,
ISBN:3-540-20305-2.
5.
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.
JOURNAL PUBLICATIONS
1.
Wei-Bang Chen and
Chengcui Zhang, “An Automated Bacterial Colony Counting and Classification
System,” under minor revision, Information Systems Frontiers.
2.
Chengcui Zhang,
Xin Chen, Wei-Bang Chen, and Lin Yang, “Spam Image Clustering for Identifying
Common Sources of Unsolicited Emails,” accepted for publication, International
Journal of Digital Crime and Forensics.
3.
Xin Chen,
Chengcui Zhang, Shu-Ching Chen, and Stuart H. Rubin, “A Human-Centered Multiple
Instance Learning Framework for Semantic Video Retrieval,” accepted for
publication, IEEE Transactions on Systems, Man, and Cybernetics: Part C. [Impact Factor: 0.89]
4.
Chengcui Zhang,
Wei-Bang Chen, Lin Yang, Xin Chen, and John Johnstone, “Automatic in vivo
Microscopy Video Mining for Leukocytes,” SIGKDD Explorations, Volume 9, Issue
1, pp. 30-37, June 2007. [Impact factor: 0.58]
5.
Xin Chen,
Chengcui Zhang, 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 (IJASS), vol. 1, No. 4, pp.
416-435, 2007.
6.
Chengcui Zhang
and Xin Chen, “OCRS: An Interactive Object-based Image Clustering and Retrieval
System,” Journal of Multimedia Tools and Applications, Special Issue on
Multimedia Data Mining, Volume 35, Number
1, pp. 71-89, October 2007. [Impact
factor: 0.63]
7.
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. [Impact
Factor: 0.89]
8.
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,
Volume 32, Number 1, pp. 73-92, January 2007. [Impact factor: 0.63]
9.
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.
10.
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. [Impact
factor: 0.63]
11.
Shu-Ching Chen,
Chengcui Zhang, et al., “A Web-Based Distributed System for Hurricane
Occurrence Simulation,” Software: Practice and Experience,
Volume 34, Issue 6, pp. 549-571, May 2004. [Impact factor: 0.543]
12.
Shu-Ching Chen,
Mei-Ling Shyu, Srinivas Peeta, Chengcui Zhang, “Learning-Based Spatio-Temporal
Vehicle Tracking and Indexing for Transportation Multimedia Database Systems,” IEEE
Transactions on Intelligent Transportation Systems, vol. 4, No. 3, pp. 154-167, September, 2003. [Impact Factor: 1.434]
13. Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta,
Chengcui Zhang, “Spatio-Temporal Vehicle Tracking Using 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. (Alabama IEEE “Best Paper of 2005 and 2006”
Award – 1st place) [Impact Factor: 0.652]
14.
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. [Impact factor: 1.752]
15.
Shu-Ching Chen,
Mei-Ling Shyu, Chengcui Zhang, 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. [Impact Factor: 0.75]
16.
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. [Impact Factor: 2.271]
17.
Chengcui Zhang
and C.-S. Yang, “Adaptive Sub-band Decomposition Using Morphological Filters,” Chinese
Journal of IMAGE AND GRAPHICS, 2000, Vol.5, No.3, pp.191-195.
[Impact Factor: 0.616]
18.
Chengcui Zhang
and C.-S. Yang, "Digital Images Compression Using Sub-band
Decomposition With Morphological Filters,” Chinese Computer Application and
Research Journal, Jan., 1999. [Impact
Factor: 0.428]
REFEREED INTERNATIONAL CONFERENCES/SYMPOSIUM
PROCEEDINGS
1. Wei-Bang Chen, Chengcui Zhang, and Hua Zhong, ''An Unsupervised Protein Sequences Clustering Algorithm
Using Functional Domain Information,” accepted for publication, Proceedings of the 2008 IEEE International
Conference on Information Reuse and Integration, July 13-15, 2008, Las
Vegas, NV, USA.
2. Chengcui Zhang, Wei-Bang Chen, Wen-Lin Liu, and
Chi-Bang Chen, “An Automated Bacterial Colony Counting System,” accepted for
publication, Proceedings of the 2008 IEEE
International Conference on Sensor Networks, Ubiquitous, and Trustworthy
Computing, June 11-13, 2008, Taichung, Taiwan.
3. Chengcui Zhang, Xin Chen, and Wei-Bang Chen, “An
Online Multiple Instance Learning System for Semantic Image Retrieval,” Proceedings of the 2007 IEEE International
Symposium on Multimedia, pp. 83-84, December 10-12, Taichung, Taiwan.
4. Lin Yang, John Johnstone, and Chengcui Zhang, “A
Multi-camera Approach to Vehicle Tracking based on Feature,” Proceedings of the 2007 IEEE International
Symposium on Multimedia, pp. 79-80, December 10-12, 2007, Taichung, Taiwan.
5. Wei-Bang Chen, Chengcui Zhang, Wen-Lin Liu, and Richa
Tiwari, “MIA: A UIMA-Based Microarray Image Analysis System,” Proceedings of the 2007 IEEE International
Symposium on Multimedia, pp. 85-86, December 10-12, Taichung, Taiwan.
6. Liping Zhou, Dezheng Zhang, Xin Chen, and Chengcui
Zhang, “A Method for Semantics-based Conceptual Expansion of Ontology,” Proceedings of the 2008 ACM Symposium on
Applied Computing, pp. 1583-1587, March 16-24, 2008, Fortaleza,
Ceará, Brazil (Acceptance Rate: 28%).
7. Wei-Bang Chen and Chengcui Zhang, “MIA: An Effective
and Robust Microarray Image Analysis System with Unstructured Information
Management Architecture,” Proceedings of
2007 IEEE International Conference on
Information Reuse and Integration, pp. 423-428, August 13-15, 2007, Las
Vegas, NV, USA.
8. Chengcui Zhang, Wei-Bang Chen, Lin Yang, and Xin Chen,
“Detection of Leukocytes from In vivo Videos,” Proceedings of 2007 IEEE International Conference on Intelligent
Pervasive Computing, pp. 68-71, October 11-13, 2007, Jeju Island, Korea.
9. Xin Chen and Chengcui Zhang, “Incident Retrieval in
Transportation Surveillance Videos – An Interactive Framework,” 2007 IEEE International Conference on
Multimedia and Expo, pp. 2186-2189, July 2-5, 2007, Beijing, China.
10. Jianhua Yan, Keqi Zhang, Chengcui Zhang, et al. “A
Graph Reduction Method for 2D Snake Problems,” Proceedings of the 2007 IEEE International Conference on Computer
Vision and Pattern Recognition (CVPR07),
June 18-23, 2007, Minneapolis, MN, USA. (Poster. Acceptance Rate: 28%)
11. Wei-Bang Chen and Chengcui Zhang, “Biological Sequence
Clustering and Classification with a Hybrid Method and Dynamic Programming,” 2007 IEEE International Symposium on
Bioinformatics and Life Science Computing (BLSC-07), pp. 684-689, May 21-23, 2007, Niagara Falls, Canada.
12. Xin Chen and Chengcui Zhang, “Vehicle Classification
from Traffic Surveillance Videos at a Finer Granularity,” the 2007 ACMSIGMM International Multimedia Modeling Conference (MMM07),
January 9-12, 2007, pp. 772-781, Singapore.
13. Shu-Ching Chen, Min Chen, Chengcui Zhang, and Mei-Ling
Shyu, “Exciting Event Detection using Multi-level Multimodal Descriptors and
Data Classification,” the 2006 IEEE International
Symposium on Multimedia, pp. 193-200, December 11-13, 2006, San Diego,
California, USA.
14. Xin Chen and Chengcui Zhang, “An Interactive Semantic
Video Mining and Retrieval Platform - Application in Transportation
Surveillance Video for Incident Detection,” the
2006 IEEE International Conference on Data Mining (ICDM), pp. 129-138,
December 18-22, 2006, Hong Kong, China. (Acceptance
rate of regular paper < 10%, best paper nomination)
15. Xin Anders, Chengcui Zhang, and Hong Yuan, “Automatic
Intravital Video Mining of Rolling and Adhering Leukocytes,” the 2006 International Conference on Machine
Learning and Applications (ICMLA'06),
special session on Machine Learning Applications in Medicine and Biology, pp.
174-179, December 14-16, 2006, Orlando, Florida, USA.
16. Wei-Bang Chen and Chengcui Zhang, “A Robust Method for
Biological Sequence Clustering,” IEEE
International Conference on Information Reuse and Integration (IEEE IRI-2006),
pp. 286-291, September
16-18, 2006, Waikoloa, Hawaii, USA.
17. Wei-Bang Chen, Chengcui Zhang, and Wen-Lin Liu, “An
Automated Gridding and Segmentation Method for cDNA Microarray Image Analysis,”
the 19th IEEE International Symposium on
Computer-Based Medical Systems, pp. 893- 898, June 22-23, 2006, Salt Lake City, Utah, USA.
18. Ying Liu, Xin Chen, Chengcui Zhang, and Alan Sprague, “An
Interactive Region-based Image Clustering and Retrieval Platform,” IEEE International Conference on Multimedia
& Expo (ICME 2006), pp. 929-932, July 9-12, 2006, Toronto, Ontario,
Canada. (Selected for oral presentation: selection
rate 20%)
19. 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,” IEEE International Symposium on Multimedia (ISM 2005), pp. 37-44,
December 12-14, 2005, Irvine, California, USA. (Alabama
IEEE “Best Paper of 2005 and 2006” Award – 2nd place)
20. 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. (Selected for oral presentation: selection rate 22%)
21. Chengcui Zhang and Xin Chen, “Region-based Image
Clustering and Retrieval Using Multiple Instance Learning,” ACM SIGIR International Conference on Image
and Video Retrieval, pp. 194-204, July 20-22, 2005, Singapore. (Selected
for oral presentation: selection rate:
15.6%)
22. 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, October 10-16, New York, USA.
23. 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,” IEEE
International Conference on Systems, Man and Cybernetics 2004, pp.
5215-5220, October 10-13, 2004, Hague, The Netherlands.
24. 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 - June
30, 2004, Taipei, Taiwan, R.O.C.
25. 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 - June 30, 2004, Taipei, Taiwan, R.O.C.
26. Chengcui Zhang, Shu-Ching Chen, 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.
27. Chengcui Zhang, Shu-Ching Chen, Mei-Ling Shyu,
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.
28. Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, Chengcui
Zhang, “Component-Based Design and Integration 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, in Las Vegas, Nevada, USA.
29. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, et al.,
“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, in Las
Vegas, Nevada, USA.
30. Shu-Ching Chen, Shahid Hamid, Sneh Gulati, Guo Chen,
Xin Huang, Lin Luo, Chengjun Zhan, Chengcui Zhang (Authors are listed in alphabetical order by their last names),
“Information Reuse and System Integration in the Development of a Hurricane
Simulation System,” Proceedings of the
2003 IEEE International Conference on Information Reuse and Integration
(IRI'2003), pp. 535-542, October 27-29, 2003, Las Vegas, Nevada, USA.
31. Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui
Zhang, and Chi-Min Shu, “MMM: A Stochastic Mechanism for Image Database
Queries,” Proceedings of IEEE Fifth
International Symposium on Multimedia Software Engineering (MSE2003), pp.
36-44, December 10-12, 2003, Taichung, Taiwan, ROC.
32. Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, 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.
33. Shu-Ching Chen, Chengcui Zhang, et. al., “A Three-Tier
System Architecture Design and Development for Hurricane Occurrence
Simulation,” Proceedings of IEEE
International Conference on Information Technology: Research and Education
(ITRE 2003), Newark, New Jersey, USA, pp. 113-117, August 10-13, 2003.
34. 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 IEEE Fourth International Symposium on Multimedia Software Engineering
(MSE2002), pp. 124-131, December 11-13, 2002, Newport Beach, California,
USA.
35. Shu-Ching Chen, Mei-Ling Shyu, Wenhui Liao, and
Chengcui Zhang, “Scene Change Detection By Audio and Video Clues,” Proceedings of IEEE International Conference
on Multimedia and Expo (ICME2002), pp. 365-368, August 26-29, 2002,
Lausanne, Switzerland.
36. 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.
37. 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 ACM Multimedia 2001 Conference, pp. 601-602,
September 30 - October 5, 2001, Ottawa, CANADA.
38. 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.
39. 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 IEEE International Conference on Multimedia and Expo (ICME), pp. 57-60,
August 22-25, 2001, Waseda University, Tokyo, Japan.
40. 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.
41. Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, and R.
L. Kashyap, “Object Tracking and Multimedia Augmented Transition Network for
Video Indexing and Modeling,” Proceedings
of the 12th IEEE International Conference on Tools with Artificial
Intelligence (ICTAI’00), pp. 428-435, November 13-15, 2000, Vancouver,
British Columbia, Canada.
REFEREED INTERNATIONAL WORKSHOP PROCEEDINGS
42. Ying Liu, Xin Chen, Chengcui Zhang, and Alan Sprague,
“Semantic Clustering for Region-based Image Retrieval,” Proceedings of the 2007 IEEE International Workshop on Advances in
Multimedia, in conjunction with 2007
IEEE International Symposium on Multimedia, pp. 167-162, December 10-12,
Taichung, Taiwan.
43. Min Chen, Chengcui Zhang, and Shu-Ching Chen,
“Semantic Event Extraction Using Neural Network Ensembles,” Proceedings of the 2007 IEEE International Workshop on
Semantic Computing and Multimedia Systems, in conjunction with the 2007 IEEE
International Conference on Semantic Computing, pp. 575-580, September 17-19,
Irvine, CA, USA.
44. Chengcui Zhang and Wei-Bang Chen, “An Effective and
Robust Method for Automatic Bacterial Colony Enumeration,” Proceedings of the 2007 IEEE International Workshop on Semantic Computing and Multimedia Systems, in conjunction
with the 2007 IEEE International Conference on Semantic Computing, pp. 581-588, September 17-19,
Irvine, CA, USA.
45. Xin Chen and Chengcui Zhang, “Interactive Mining and
Semantic Retrieval of Videos,” Proceedings
of the 2007 International Workshop on Multimedia Data Mining (MDM/KDD2007), in
conjunction with the ACM SIGKDD International Conference on Knowledge Discovery
& Data Mining, August 12, 2007, San Jose, CA, USA.
46. Xin Chen, Chengcui Zhang,
and Wei-Bang Chen, “A Multiple Instance Learning Framework for Incident
Retrieval in Transportation Surveillance Video Databases,” IEEE
International Workshop on Multimedia Databases and Data Management (MDDM), in
conjunction with IEEE International Conference on Data Engineering (ICDE 2007), pp. 75-84, April 15-20, 2007, Istanbul, Turkey.
47. Wei-Bang Chen, Chengcui Zhang, and Wei-Lin Liu, “An
Automatic and Robust Method for Microarray Image Analysis and the Related
Information Retrieval for Microarray Databases,” IEEE International Workshop on Multimedia Databases and Data Management
(MDDM), in conjunction with IEEE International Conference on Data Engineering
(ICDE 2007), pp. 85-94, April 15-20, 2007, Istanbul, Turkey.
48. Xin Chen and Chengcui Zhang, “A Spatio-Temporal
Database Model on Transportation Surveillance Videos,” the 3rd workshop on Spatio-Temporal Database Management, in conjunction
with VLDB06, pp. 17-24, September 11, 2006, Seoul, Korea.
49. Chengcui Zhang, Xin Chen, and Wei-Bang Chen, “A
PCA-based Vehicle Classification Framework,” IEEE International Workshop on Multimedia Databases and Data Management
(MDDM), in conjunction with IEEE International Conference on Data Engineering
(ICDE 2006), April 8, 2006, Atlanta, Georgia, USA. (Acceptance Rate: 41%)
50. Chengcui Zhang and Xin Chen, “OCRS: An Interactive
Object-based Image Clustering and Retrieval System,” Proceedings of the Fourth International Workshop on Multimedia Data
Mining (MDM/KDD2005), in conjunction with the ACM SIGKDD International
Conference on Knowledge Discovery & Data Mining, pp. 71-78, August 21,
Chicago, USA. (Acceptance rate of regular paper: 50%)
51. 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.
52. 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.
36-44, August 24 - 27, 2003, Washington, DC, USA.
53. 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.
78-85, November 7, 2003, New Orleans, Louisiana, USA.
54. 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.
55. Shu-Ching Chen, Sheng-Tun Li, Hung-Chi Chen, Mei-Ling
Shyu, Chengcui Zhang, “Streaming SMIL Presentations via a Multimedia Semantic
Model,” Proceedings of Second
International Workshop on Intelligent Multimedia Computing and Networking
(IMMCN’2002), pp. 919-922, March 8-12, 2002, Durham, North Carolina, USA.
56. 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.
REFEREED POSTERS
1.&