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Publications

• Amit Bose, Kalyan Beemanapalli, Jaideep Srivastava, Sigal Sahar "Incorporating Concept Hierarchies into Usage Based Recommendations", To appear in WEBKDD 2006, August 20, 2006, Philadelphia, Pennsylvania, USA


• Ramya Rangarajan, Kalyan Beemanapalli, Jaideep Srivastava "Usage-Aware Average Clicks", To appear in WEBKDD 2006, August 20, 2006, Philadelphia, Pennsylvania, USA


• Wonjun Lee, J. Myung, Jaideep Srivastava "Adaptive Binary Splitting for Efficient RFID Tag Anti-Collision", accepted for publication in IEEE Communications Letters, 2006.

• P. Desikan, Nishith Pathak, J. Srivastava and V. Kumar "Incremental PageRank Computation on evolving graphs", Poster Paper at Fourteenth International World Wide Web Conference on May 10-14, 2005, in Chiba, Japan


• Wonjun Lee, Jaideep Srivastava, Bikash Sabata "QoS-Aware Admission Control and Dynamic Resource Provisioning Framework in Ubiquitous Multimedia Computing Environments", The Journal of Supercomputing 32(1): 25-50 (2005)

• P. Desikan and J. Srivastava "Analyzing Network Traffic to Detect E-Mail Spamming Machines", ICDM Workshop on Privacy and Security Aspects of Data Mining, Brighton , UK, Nov 2004


• Haiyang Liu, San-Yih Hwang, Jaideep Srivastava "Probabilistic Stream Relational Algebra: A Data Model for Sensor Data Streams", Technical Report, Department of Computer Science, 2004


• P. Desikan and J. Srivastava "Mining Temporally Evolving Graphs", WebKDD Workshop, Seattle (2004)


• J. Srivastava, P. Desikan and V. Kumar "Web Mining: Concepts, Applications and Research Directions", Book Chapter in Recent Advances in Data Mining and Granular Computing (mathematical aspects of knowledge discovery), T.Y. Lin and Wesley Chu, eds., Springer-Verlag, publication expected in 2004


• Jamshid Vayghan, Jaideep Srivastava, Sandeep Mane, PhilipYu and Gedas Adomavicius "Sales Opportunity Miner: Data Mining for Automatic evaluation of sales opportunity", Book Chapter in 'New Generation of Data Mining Applications' edited by Mehmed Kantardzic and Jozef Zurada, 2004


• Sandeep Mane, Jaideep Srivastava, San-Yih Hwang and Jamshid Vayghan "Estimation of false negatives in classification", ICDM 2004.


• J. Srivastava, P. Desikan and V.Kumar "Web Mining - Concepts, Applications and Research Directions." Book Chapter in Data Mining: Next Generation Challenges and Future Directions, MIT/AAAI 2004

• P. Desikan and J. Srivastava "Time Series Analysis and Forecasting Methods for Temporal Mining of Interlinked Documents",Technical Report 2003-120, Army High Performance Computing and Research Center, 2003


• Varadarajan. S, Harinath. R, Srivastava. J, Zhi-Li Zhang"Coverage-aware proxy placement for dynamic content management over the internet"Distributed Computing Systems Workshops, 2003. Proceedings. 23rd International Conference on , 2003 Pages:892 - 897


• I. Cardei, S. Varadarajan, P. Allalaghatta, L. Graba, M. Cardei, M. Min "Resource Management for Ad-Hoc Wireless Networks with Cluster Organization",Cluster Computing in the Internet, special issue in Journal of Computer Software and Communications 2003

• P.-N. Tan, V. Kumar, and J. Srivastava "Selecting the Right Interestingness Measure for Association Patterns" In Proceedings of the Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2002


• Jianzhong Li; Srivastava, J "Efficient aggregation algorithms for compressed data warehouses" Knowledge and Data Engineering, IEEE Transactions on ,Volume: 14 , Issue: 3 , May-June 2002 Pages:515 - 529


• Varadarajan, S.; Ngo, H.Q.; Srivastava, J "Error spreading: a perception-driven approach to handling error in continuous media streaming" Networking, IEEE/ACM Transactions on ,Volume: 10 , Issue: 1 , Feb. 2002 Pages:139 - 152


• Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, Osmar R. Zaiane "Web mining for usage patterns & profiles" December 2002 ACM SIGKDD Explorations Newsletter, Volume 4 Issue 2


• Wonjun Lee; Srivastava, J "Experiences with evaluating system QoS and channel performance on media-on-demand systems" Distributed Computing Systems Workshops, 2002. Proceedings. 22nd International Conference on , 2-5 July 2002 Pages:196 - 201

• Varadarajan, S.; Ngo, H.Q.; Srivastava, J "An adaptive, perception-driven error spreading scheme in continuous media streaming" Distributed Computing Systems, 2000. Proceedings. 20th International Conference on , 10-13 April 2000 Pages:475 - 483


• Wonjun Lee; Srivastava, J "Reserve-based disk admission control and bandwidth scheduling strategy for continuous media servers" Computer Communications and Networks, 2000. Proceedings. Ninth International Conference on , 16-18 Oct. 2000 Pages:232 - 237


• Lee. W,Su. D, Srivastava. J "QoS-based Evaluation of File Systems and Distributed System Services for Continuous Media Provisioning" Information & Software Technology, Elsevier Science, Feb., 2000


• J. Srivastava, R. Cooley, M. Deshpande, P-T. Tan "Web usage mining: discovery and applications of usage patterns from Web data" SIGKDD Explorations, (1) 2, 2000


• Cooley. R "Web Usage Mining: Discovery and Application of Interesting Patterns from Web Data" Ph.D. Thesis. University of Minnesota. May 2000


• Thomas M. Niccum, Jaideep Srivastava, Jianzhong Li "DA-Joins: Declustering Aware Parallel Join Algorithms"


• Wonjun Lee, Jaideep Srivastava " A market-based resource management and QoS support framework for distributed multimedia systems" November 2000 Proceedings of the ninth international conference on Information and knowledge management


• Raja Harinath, Jaideep Srivastava, Jim Richardson, Mark Foresti " Experiences with an object oriented framework for distributed control applications" March 2000 ACM Computing Surveys (CSUR)


• Bamshad Mobasher, Robert Cooley, Jaideep Srivastava " Automatic personalization based on Web usage mining" August 2000 Communications of the ACM, Volume 43 Issue 8

• D. Wijesekers, M. Ganesh, J. Srivastava, A. Nerode " An Axiomatization of Functional Dependencies & Independencies" Theoretical Computer Science (TCS) J., Jan. 1999


• Difu Su; Srivastava, J.; Jey-Hsin Yao " Investigating factors influencing QoS of Internet phone" Multimedia Computing and Systems, 1999. IEEE International Conference on ,Volume: 1 , 7-11 June 1999 Pages:308 - 313 vol.1


• Ngo, H.Q.; Varadarajan, S.; Srivastava, J. " Error spreading: reducing bursty errors in continuous media streaming" Multimedia Computing and Systems, 1999. IEEE International Conference on ,Volume: 1 , 7-11 June 1999 Pages:314 - 319 vol.1


• Lee, W.; Srivastava, J.; Won-Ho Lee " Adaptive disk scheduling algorithms for video servers" Parallel Processing, 1999. Proceedings. 1999 International Conference on , 21-24 Sept. 1999 Pages:363 - 370


• Mobasher, B.; Cooley, R.; Srivastava, J " Creating adaptive Web sites through usage-based clustering of URLs" Knowledge and Data Engineering Exchange, 1999. (KDEX '99) Proceedings. 1999 Workshop on , 7 Nov. 1999 Pages:19 - 25


• Valery Guralnik, Jaideep Srivastava " Event detection from time series data" August 1999 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining


• Srivastava, J.; Ping-Yao Chen " Warehouse creation-a potential roadblock to data warehousing" Knowledge and Data Engineering, IEEE Transactions on ,Volume: 11 , Issue: 1 , Jan.-Feb. 1999 Pages:118 - 126


• Lee, W.; Srivastava, J " Negotiated disk admission control in video streaming" Knowledge and Data Engineering, IEEE Transactions on ,Volume: 11 , Issue: 1 , Jan.-Feb. 1999 Pages:118 - 126


• Y. Won, J. Srivastava " Coping with Excessive Memory Requirement under I/O Bandwidth Congestion" ACM Multimedia Systems, Jan. 1999


• R. Cooley and B. Mobasher and J. Srivastava " Grouping web page references into transactions for mining world wide web browsing patterns" Knowledge and Information Systems (KAIS) J., Jan., 1999


• R. Paul, D. Wijesekera, J. Srivastava " Quality-of-Service Based Evaluation of Distributed Computing Systems" International Test & Evaluation Journal, Jan. 1999


• Duminda Wijesekera, Jaideep Srivastava, Anil Nerode, Mark Foresti " Experimental Evaluation of Loss Perception in Continuous Media" Springer Verlag, Multimedia Systems, vol.7, pp. 486-499, 1999


• Robert Cooley, Pang-Ning Tan, Jaideep Srivastava " Discovery of Interesting Usage Patterns from Web Data" Technical Report TR 99-022, University of Minnesota, 1999


• Robert Cooley Bamshad Mobasher, and Jaideep Srivastava " Data Preparation for Mining World Wide Web Browsing Patterns" Knowledge and Information Systems, 1(1), February 1999


• Robert Cooley, Jaideep Srivastava, Bamshad Mobasher " Automatic Personalization Based on Web Usage Mining" Communications of the ACM Journal,1999


• Robert Cooley, Pang-Ning Tan, Jaideep Srivastava " Websift: the Web site information filter system" In Proceedings of the 1999 KDD Workshop on Web Mining, San Diego, CA. Springer-Verlag, in press

• Lee, Wonjun; Su, Difu; Ngo, Hung Q.; Srivastava, Jaideep " QoS-driven networked continuous media server" Proc. SPIE Vol. 3561, p. 274-285, Electronic Imaging and Multimedia Systems II, Liwei Zhou; Chung-Sheng Li; Eds


• Wonjun Lee; Srivastava, J " CORBA evaluation of video streaming w.r.t. QoS provisioning" Reliable Distributed Systems, 1998. Proceedings. Seventeenth IEEE Symposium on , 20-23 Oct. 1998 Pages:443 - 448


• Wijesekera, D.; Varadarajan, S.; Parikh, S.; Srivastava, J.; Nerode, A " Performance evaluation of media losses in the Continuous Media Toolkit" Multimedia Software Engineering, 1998. Proceedings. International Workshop on , 20-21 April 1998 Pages:60 - 67


• Raja Harinath and Jaideep Srivastava and Jim Richardson and Mark Foresti " Experiences with an object oriented framework for distributed control applications" ACM Computing Surveys, Dec., 1998


• V Guralnik, D Wijesekera, J Srivastava " Pattern Directed Mining of Sequence Data" In Proc. 4th Int'l Conf. Knowledge Discovery in Databases (KDD), pages 51-57, New York City, New York, Aug., 1998


• S. Parikh, et al " Providing Cost-Effective Multimedia Services in a Concurrent Engineering Environment" ACM Computing Surveys, Dec., 1998


• " Statistical Databases" Encyclopedia of Electrical & Electronics Engineering, ed. John G. Webster, John Wiley & Sons, Inc., Dec., 1998


• Youjip Won and Jaideep Srivastava " Strategic Replication of Video Files in a distributed Environment" Int'l J. Multimedia Tools and Applications, Kluwer Academic Publishers, Jan., 1998


• Youjip Won and Jaideep Srivastava " Optimizing Configuration for Hierarchical Storage"

• Pazandak, P.; Srivastava, J " Evaluating object DBMSs for multimedia" Multimedia, IEEE ,Volume: 4 , Issue: 3 , July-Sept. 1997 Pages:34 - 49


• Jae-Woo Chang; Srivastava, J " Spatial match retrieval using signature files for iconic image databases " Multimedia Computing and Systems '97. Proceedings., IEEE International Conference on , 3-6 June 1997 Pages:658 - 659


• Harinath, R.R.; Wonjun Lee; Parikh, S.S.; Difu Su; Wadhwa, S.; Wijesekera, D.; Srivastava, J.; Kenchammana-Hosekote, D.R " A multimedia programming toolkit/environment" Parallel and Distributed Systems, 1997. Proceedings., 1997 International Conference on , 10-13 Dec. 1997 Pages:446 - 452


• Won, Y.; Srivastava, J " Distributed service paradigm for remote video retrieval request" High Performance Distributed Computing, 1997. Proceedings. The Sixth IEEE International Symposium on , 5-8 Aug. 1997 Pages:191 - 200


• Cooley, R.; Mobasher, B.; Srivastava, J " Web mining: information and pattern discovery on the World Wide Web" Tools with Artificial Intelligence, 1997. Proceedings., Ninth IEEE International Conference on , 3-8 Nov. 1997 Pages:558 - 567


• Wonjun Lee, Difu Su, Duminda Wijesekera, Jaideep Srivastava, Deepak Kenchammana-Hosekote, Mark Foresti " Experimental evaluation of PFS continuous media file system" January 1997 Proceedings of the sixth international conference on Information and knowledge management


• R. Cooley, B. Mobasher, J. Srivastava " Grouping Web Page References into user Transactions" Proc. KDEX Workshop, Newport Beach, California, Nov., 1997


• Deepak R. Kenchammana-Hosekote, Jaideep Srivastava " I/O Scheduling of Digital Continuous Media" Multimedia Systems, ACM/Springer-Verlag Heidelberg Publishers, 5:4, pages 213-237, July, 1997


• " Integration of Object Databases in O-MYRIAD" J. Intelligent Information Systems, Dec., 1997


• " Tableaux Procedure for Functional Dependency Inference" Proc. Analytic Tableaux and Related Methods (TABLEAUX), pages 358-372, Pont-a-Mousson, France, May, 1997


• " User Experiments on Human Perception of Quality of Service (QoS) for Audio and Video" ACM Multimedia Systems Journal, Dec., 1997


• Youjip Won and Jaideep Srivastava " Parametric Evaluation of Performance Behavior in Hierarchical Storage Architecture" Submitted to International Journal of Performance Evaluation, 1997

• Ee-Peng Lim; Srivastava, J.; Shekhar, S " An evidential reasoning approach to attribute value conflict resolution in database integration Knowledge and Data Engineering, IEEE Transactions on ,Volume: 8 , Issue: 5 , Oct. 1996 Pages:707 - 723


• Pazandak, P.; Srivastava, J " Metrics for evaluating ODBMSs functionality to support MMDBMS Multimedia Database Management Systems, 1996., Proceedings of International Workshop on , 14-16 Aug. 1996 Pages:72 - 79


• Won, Y.; Srivastava, J " Minimizing blocking probability in a hierarchical storage based VOD server Multimedia Database Management Systems, 1996., Proceedings of International Workshop on , 14-16 Aug. 1996 Pages:12 - 19


• Pazandak, P.; Srivastava, J " "Interactive multi-user multimedia environments on the Internet: an overview of DAMSEL and its implementation Multimedia Computing and Systems, 1996., Proceedings of the Third IEEE International Conference on , 17-23 June 1996 Pages:287 - 290


• " Design of an Integrated Toolkit for Multimedia Programming Proc. 6th IEEE Dual-Use Technologies and Applications Conf., Syracuse, New York, June, 1996


• " Entity Identification in Database Integration Information Sciences: An International Journal, 89:1-2, pages 1-38, Jan., 1996


• " Mining Entity-Identification Rules for Database Integration In Proc. Second Int'l Conf. Knowledge Discovery in Databases (KDD), pages 291-294, Portland, Oregon, Aug., 1996


• " Presto - A System Environment for Time Critical Multimedia Applications Proc. 6th IEEE Dual-Use Technologies and Applications Conf., Syracuse, New York, June, 1996


• " Quality of Service (QoS) Metrics for Continuous Media Int'l J. Multimedia Tools and Applications, Kluwer Academic Publishers, 3:2, pages 127-166, Sep., 1996


• " Storage and Retrieval of Compressed Audio and Video Proc. the Society for Photonics and Electronic (SPIE) West, Conf. Multimedia, San Jose, California, Jan., 1996


• " The Temporal Component of DAMSELTradeoffs in the Design of a Hierarchical Storage Based Video Server Proc. IEEE Int'l Conf. Multimedia Computing Systems, Hiroshima, Japan, June, 1996


• Mobasher, Namit Jain, Eui-Hong (Sam) Han, Jaideep Srivastava " Web Mining: Pattern Discovery from World Wide Web Proc. IEEE Int'l Conf. Multimedia Computing Systems, Hiroshima, Japan, June, 1996


• Shashi Shekhar, Vipin Kumar, M. Ganesh, Jaideep Srivastava " Search Framework for Mining Classification Decision Trees Proc. Conf. Multi-Media Database Management Systems, Blue Mountain Lake, New York, June, 1996


• Paul Pazandak, Jaideep Srivastava " Requirements for MMDBMS


• (Sam) Han, Vipin Kumar, Shashi Shekhar, Jaideep Srivastava" Visual Data Mining: Framework and Algorithm Development