Dr. Latifur Khan
Dr. Khan is currently an Associate Professor in the Computer Science department at the University of Texas at Dallas where he has taught and conducted research since September 2000. He received his Ph.D. and M.S. degrees in Computer Science from the University of Southern California in August of 2000, and December of 1996 respectively. He obtained his B.Sc. degree in Computer Science and Engineering from Bangladesh University of Engineering and Technology, Dhaka, Bangladesh in November of 1993.
Professor Latifur Khan is currently supported by grants from the National Science Foundation (NSF), Nokia Research Center , Alcatel , and the SUN academic equipment grant program . He is one of the principal investigators at the CyberSecurity and Emergency Preparedness Institute at UTD. There he is involved with finding solutions to deal with the rapidly growing Homeland Security problems in cyber crime, information assurance, and emergency preparedness . In addition, Dr. Khan is the director of the state-of-the-art DBL@UTD , UTD Database Laboratory, which is the primary center of research related to data mining and image/video annotation at University of Texas-Dallas.
Dr. Khan's research areas cover data mining, multimedia information management, semantic web and database systems with the primary focus on first three research disciplines. He has served as a committee member in numerous prestigious conferences, symposiums and workshops including the 11th ACM SIGKDD Conference on Knowledge Discovery and Data Mining and 14th ACM International Conference on Information and Knowledge Management (CIKM) . Professor Khan has also chaired and co-chaired several international workshops including ACM 6th International Workshop on Multimedia Data Mining (MDM/KDD2005) . He has co-authored numerous book chapters including the entry in Encyclopedia of Data Warehousing and Mining . Dr. Latifur Khan has published over 75 papers in prestigious journals and conferences. He has been invited to conduct tutorial sessions in prominent conferences ( "Matching Words and Pictures - Problems, Applications, and Progress" ).
Author of 7 resources
- Xiaohu Li, Latifur Khan, Murat Kantarcioglu, "Semantic Web, Data Mining and Security", Article, IEEE Intelligent Systems, July 19, 2010.
- Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "Classification and Novel Class Detection in Data Streams with Active Mining", InProceedings, Proc. 2010 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'10), June 21, 2010, 90 downloads.
- Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams", InProceedings, 2009 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD'09), September 21, 2009, 352 downloads.
- Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "A Multi-Partition Multi-Chunk Ensemble Technique to Classify Concept-Drifting Data Streams", InProceedings, Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'09), April 27, 2009, 228 downloads.
- Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data", Article, December 30, 2008, 406 downloads.
- Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data", InProceedings, Int. Conf. on Data Mining (ICDM'08), December 02, 2008, 166 downloads.
- Latifur Khan, "Novel Class Detection in Concept-Drifting Data Streams in a Shared Environment", Poster, September 08, 2008, 680 downloads.
Editor of 1 resource
- Hillol Kargupta, Christopher W. Clifton, Jiawei Han, "MURI — Information Management Group", Presentation, September 13, 2008, 1056 downloads.