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Collaborators


Bowen, Brian University of Miami School of Medicine, Miami, FL

Bradley, Walter University of Miami School of Medicine, Miami, FL

Brooks, William M. University of Kansas Medical Center, Kansas City, KS

Davidson, Mayer D. Charles R. Drew University, CA

Ibrahim, Mohamed Fidelis Security Systems, Bethesda, MD

Kabuka, Mansur University of Miami, Coral Gables, FL

New, Pamela Baylor College of Medicine, TX

Pattany, Pradip University of Miami School of Medicine, Miami, FL

Rha, Peter University of Miami, Coral Gables, FL

Taylor, Thomas INFOTECH Soft, Inc.

Younis, Akmal University of Miami, Coral Gables, FL

All co-authors of publications listed above.



    1. Graduate and Postdoctoral Advisors


Liu, Philip University of Miami, Coral Gables, FL M.S.E.C.E Advisor

Kabuka, Mansur University of Miami, Coral Gables, FL Ph.D. Advisor


Xingquan Zhu

Assistant Professor, Department of Computer Science & Engineering

Florida Atlantic University

Phone: 561-297-3168 Email: xqzhu@cse.fau.edu



Professional Preparation

  • Xidian University, China, Communication Engineering, B.Eng., 1995

  • Xidian University, China, Communication & Electronic Systems, M.Eng., 1998

  • Fudan University, China, Computer Science, PhD, 2001

Appointments

  • August 2006 – Date, Assistant Professor, Department of Computer Science & Engineering, Florida Atlantic University, Boca Raton, FL 33431

  • August 2003 – July 2006, Research Assistant Professor, Department of Computer Science, University of Vermont, Burlington, VT 05405

  • October 2002 – July 2003, Postdoctoral Associate, Department of Computer Science, University of Vermont, Burlington, VT 05405

  • February 2001 - October 2002, Postdoctoral Associate, Department of Computer Science, Purdue University, West Lafayette, IN 47907


Publications


  • Up to 5 publications most closely related to the proposed project

  1. Xingquan Zhu and Xindong Wu, “Mining Complex Patterns across Sequences with Gap Requirements”, in Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07) , Hyderabad, India, January 6-12, 2007.

  2. Dan He, Xindong Wu, and Xingquan Zhu, “SAIL-APPROX: An Efficient On-line Algorithm for Approximate Pattern Matching with Wildcards and Length Constraints”, in Proc. of the 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), CA, November 2007.

  3. Yu He, Xindong Wu, Xingquan Zhu, and Abdulla N. Arslan, “Mining Frequent Patterns with Wildcards from Biological Sequences”, in Proc. of the 2007 IEEE International Conference on Information Reuse and Integration (IRI), Las Vegas, August 2007, USA

  4. Xingquan Zhu, Xindong Wu, Ahmed K. Elmagarmid, Zhe Feng, and Lide Wu "Video Data Mining: Semantic indexing and event detection from the association perspective", IEEE Trans. on Knowledge and Data Engineering (TKDE), vol.17, no.5, pp.665-677, May 2005.

  5. Xingquan Zhu, Walid G. Aref, Jianping Fan, Ann C. Catlin, Ahmed K. Elmagarmid, "Medical video mining for efficient database indexing, management and access", In Proc. of 19th IEEE International Conference on Data Engineering (ICDE 2003), India, March, 2003



Up to 5 other significant publications

  1. Xingquan Zhu and Xindong Wu, "Class Noise Handing for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering", IEEE Transactions on Knowledge and Data Engineering (TKDE) , vol.18, no.10, pp.1435-1440, 2006.

  2. Xingquan Zhu and Xindong Wu, "Bridging Local and Global Data Cleansing: Identifying Class Noise in Large, Distributed Data Datasets", Data Mining and Knowledge Discovery (DMKD), vol.12, no.2, pp.275-308, 2006

  3. Xingquan Zhu and Xindong Wu, "Cost-Constrained Data Acquisition for Intelligent Data Preparation", IEEE Trans. on Knowledge and Data Engineering (TKDE), vol.17, no.11, November, 2005.

  4. Xingquan Zhu, Ahmed K. Elmagarmid, Xiangyang Xue, Lide Wu, Ann C. Catlin, "InsightVideo: Towards hierarchical video content organization for efficient browsing, summarization and retrieval", IEEE Trans. on Multimedia, vol.7, no.4, 2005.

  5. Xingquan Zhu, Jianping Fan, Ahmed K. Elmagarmid, Xindong Wu "Hierarchical video summarization and content description joint semantic and visual similarity", ACM/Springer Multimedia Systems Journal, vol.9, No.1, pp.31-53, 2003

Synergistic Activities (Up 5 Examples)

  1. Book Editor: Knowledge Discovery and Data Mining: Challenges and Realities with Real World data, Idea Group Reference, ISBN: 978-1-59904-252-7, February 2007.

  2. Associate Editor: Knowledge and Information Systems Journal (KAIS) 2004 - Date.

  3. Program Committee: The 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2007), San Jose, CA.

  4. Program Committee: The 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Nanjing, China.

  5. Program Committee: The 6th IEEE International Conference on Data Mining (ICDM 2006), Hong Kong.

Collaborators

  • Xindong Wu (University of Vermont)

  • Ian Davidson (SUNY Albany)

  • Ahmed K. Elmagarmid (Purdue University)

  • Walid G. Aref (Purdue University)

  • Hongjiang Zhang (Microsoft Research Asia)

  • Jianping Fan (University of North Carolina)

  • Mohand-Said Hacid, LISI, France

  • Qiang Yang (Hong Kong U. of S&T)


  1. Letters of Support







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