1986 …2020

Research output per year

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Research Output

2006

Message from the conference co-chairs

Skillicorn, D., Srivastava, J. & Kumar, V., Jul 3 2006, In : Proceedings of the Sixth SIAM International Conference on Data Mining. 2006

Research output: Contribution to journalEditorial

Mining temporally changing web usage graphs

Desikan, P. & Srivastava, J., Jan 1 2006, Advances in Web Mining and Web Usage Analysis - 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Revised Selected Papers. Springer- Verlag, p. 1-17 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3932 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

PSRA: A data model for managing data in sensor networks

Liu, H., Hwang, S. Y. & Srivastava, J., Dec 15 2006, Proceedings - Thirteenth International Symposium on Temporal Representation and Reasoning, TIME 2006. Vol. 2006 II. p. 540-547 8 p. 1636222

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

USER: User-sensitive expert recommendations for knowledge-dense environments

DeLong, C., Desikan, P. & Srivastava, J., Dec 1 2006, Advances in Web Mining and Web Usage Analysis - 7th International Workshop on Knowledge Discovery on the Web, WebKDD 2005, Revised Papers. p. 77-95 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4198 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Who thinks who knows who? Socio-cognitive analysis of email networks

Pathak, N., Mane, S. & Srivastava, J., Dec 1 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 466-477 12 p. 4053073. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations
2005

Estimating missed actual positives using independent classifiers

Mane, S., Srivastava, J. & Hwang, S. Y., Dec 1 2005, KDD-2005 - Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Grossman, R. L., Bayardo, R., Bennett, K. & Vaidya, J. (eds.). p. 648-653 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Feature mining for prediction of degree of liver fibrosis.

Mayer, B. W., Rangwala, H. S., Gupta, R., Srivastava, J., Karypis, G., Kumar, V. & de Groen, P. C., 2005, In : AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 1 p.

Research output: Contribution to journalArticle

3 Scopus citations

Incremental page rank computation on evolving graphs

Desikan, P., Pathak, N., Srivastava, J. & Kumar, V., Dec 1 2005, 14th International World Wide Web Conference, WWW2005. p. 1094-1095 2 p. (14th International World Wide Web Conference, WWW2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

51 Scopus citations

Preface

Kargupta, H. & Srivastava, J., Dec 1 2005, In : Proceedings of the 2005 SIAM International Conference on Data Mining, SDM 2005.

Research output: Contribution to journalEditorial

QoS-aware admission control and dynamic resource provisioning framework in ubiquitous multimedia computing environments

Lee, W., Srivastava, J. & Sabata, B., Apr 1 2005, In : Journal of Supercomputing. 32, 1, p. 25-50 26 p.

Research output: Contribution to journalArticle

Sales opportunity miner: Data mining for automatie evaluation of sales opportunity

Vayghan, J. A., Srivastava, J., Mane, S., Yu, P. S. & Adomavicius, G., Jan 1 2005, Next Generation of Data-Mining Applications. Wiley-IEEE Press, p. 101-126 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Selecting structural patterns for classification

Yang, W. S., Hwang, S. Y. & Srivastava, J., 2005, Proceedings of the Annual Hawaii International Conference on System Sciences. Spraque, Jr., R. H. (ed.). p. 55 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spatial clustering of chimpanzee locations for neighborhood identification

Mane, S., Murray, C., Shekhar, S., Srivastava, J. & Pusey, A., Dec 1 2005, Proceedings - Fifth IEEE International Conference on Data Mining, ICDM 2005. p. 737-740 4 p. 1565770. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

WICER: A weighted inter-cluster edge ranking for clustered graphs

Padmanabhan, D., Desikan, P., Srivastava, J. & Riaz, K., Dec 1 2005, Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005. p. 522-528 7 p. 1517903. (Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005; vol. 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations
2004
26 Scopus citations

Blocking reduction strategies in hierarchical text classification

Sun, A., Lim, E. P., Ng, W. K. & Srivastava, J., Oct 1 2004, In : IEEE Transactions on Knowledge and Data Engineering. 16, 10, p. 1305-1308 4 p.

Research output: Contribution to journalArticle

41 Scopus citations

Elastic flows with deadlines a QoS abstraction for middleware

Harinath, R. R. & Srivastava, J., Dec 1 2004, In : Proceedings of SPIE - The International Society for Optical Engineering. 5305, p. 136-147 12 p.

Research output: Contribution to journalConference article

Estimation of false negatives in classification

Mane, S., Srivastava, J., Hwang, S. Y. & Vayghan, J., Dec 1 2004, Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004. Rastogi, R., Morik, K., Bramer, M. & Wu, X. (eds.). p. 475-478 4 p. (Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Selecting the right objective measure for association analysis

Tan, P. N., Kumar, V. & Srivastava, J., Jun 1 2004, In : Information Systems. 29, 4, p. 293-313 21 p.

Research output: Contribution to journalArticle

350 Scopus citations
2003

Coverage-aware proxy placement for dynamic content management over the Internet

Varadarajan, S., Harinath, R., Srivastava, J. & Zhang, Z. L., Jan 1 2003, Proceedings - 23rd International Conference on Distributed Computing Systems Workshops, ICDCSW 2003. Institute of Electrical and Electronics Engineers Inc., p. 892-897 6 p. 1203664. (Proceedings - 23rd International Conference on Distributed Computing Systems Workshops, ICDCSW 2003).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Preface

Zaïane, O. R., Srivastava, J., Spiliopoulou, M. & Masand, B., Jan 1 2003, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2703, p. V-VIII

Research output: Contribution to journalEditorial

Preface

Whang, K. Y., Jeon, J., Shim, K. & Srivastava, J., Jan 1 2003, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2637, p. V-VI

Research output: Contribution to journalEditorial

Protecting Against Cyber Threats in Networked Information Systems

Ertoz, L., Lazarevic, A., Eilertson, E., Tan, P. N., Dokas, P., Kumar, V. & Srivastava, J., Dec 1 2003, In : Proceedings of SPIE - The International Society for Optical Engineering. 5101, p. 51-56 6 p.

Research output: Contribution to journalConference article

10 Scopus citations

Web business intelligence: Mining the web for actionable knowledge

Srivastava, J. & Cooley, R., Mar 1 2003, In : INFORMS Journal on Computing. 15, 2 SPEC., p. 191-207 17 p.

Research output: Contribution to journalReview article

20 Scopus citations
2002

A case for analytical customer relationship management

Srivastava, J., Wang, J. H., Lim, E. P. & Hwang, S. Y., Jan 1 2002, Advances in Knowledge Discovery and Data Mining - 6th Pacific-Asia Conference, PAKDD 2002, Proceedings. Liu, B., Yu, P. S. & Chen, M-S. (eds.). Springer- Verlag, p. 14-27 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2336).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Efficient aggregation algorithms for compressed data warehouses

Li, J. & Srivastava, J., May 1 2002, In : IEEE Transactions on Knowledge and Data Engineering. 14, 3, p. 515-529 15 p.

Research output: Contribution to journalArticle

32 Scopus citations

Error spreading: A perception-driven approach to handling error in continuous media streaming

Varadarajan, S., Ngo, H. Q. & Srivastava, J., Feb 1 2002, In : IEEE/ACM Transactions on Networking. 10, 1, p. 139-152 14 p.

Research output: Contribution to journalArticle

13 Scopus citations

Experiences with evaluating system QoS and channel performance on media-on-demand systems

Lee, W. & Srivastava, J., Jan 1 2002, Proceedings - 22nd International Conference on Distributed Computing Systems Workshops, ICDCSW 2002. Wagner, R. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 196-201 6 p. 1030769. (Proceedings - International Conference on Distributed Computing Systems; vol. 2002-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

High Performance Information and Network Services for Multimedia-Integrated Distributed Control

Lee, W., Srivastava, J. & Richardson, J., Dec 1 2002, Proceedings of the 6th Joint Conference on Information Sciences, JCIS 2002. Caulfield, J. H., Chen, S. H., Cheng, H. D., Duro, R., Caufield, J. H., Chen, S. H., Cheng, H. D., Duro, R. & Honavar, V. (eds.). p. 956-959 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 6).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Preface

Kohavi, R., Masand, B., Srivastava, J. & Spiliopoulou, M., Jan 1 2002, WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points - 3rd International Workshop, Revised Papers. Srivastava, J., Spiliopoulou, M., Kohavi, R. & Masand, B. M. (eds.). Springer- Verlag, p. v-ix (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 2356).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Preface

Kohavi, R., Masand, B., Srivastava, J. & Spiliopoulou, M., Jan 1 2002, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2356, p. V-VIII

Research output: Contribution to journalEditorial

QoS-adaptive bandwidth scheduling in continuous media streaming

Lee, W., Srivastava, J. & Cha, H., Jun 15 2002, In : Information and Software Technology. 44, 9, p. 551-563 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Selecting the right interestingness measure for association patterns

Tan, P. N., Kumar, V. & Srivastava, J., Dec 1 2002, p. 32-41. 10 p.

Research output: Contribution to conferencePaper

597 Scopus citations

Web mining

Kohavi, R., Masand, B., Spiliopoulou, M. & Srivastava, J., Dec 1 2002, In : Data Mining and Knowledge Discovery. 6, 1, p. 5-8 4 p.

Research output: Contribution to journalReview article

5 Scopus citations
2001

Algebraic QoS-based resource allocation model for competitive multimedia applications

Lee, W. & Srivastava, J., Feb 1 2001, In : Multimedia Tools and Applications. 13, 2, p. 197-212 16 p.

Research output: Contribution to journalArticle

10 Scopus citations

Normal forms and syntactic completeness proofs for functional independencies

Wijesekera, D., Ganesh, M., Srivastava, J. & Nerode, A., Sep 6 2001, In : Theoretical Computer Science. 266, 1-2, p. 365-405 41 p.

Research output: Contribution to journalArticle

2000

Adaptive, perception-driven error spreading scheme in continuous media streaming

Varadarajan, S., Ngo, H. Q. & Srivastava, J., Jan 1 2000, p. 475-483. 9 p.

Research output: Contribution to conferencePaper

11 Scopus citations

Automatic Personalization Based on Web Usage Mining

Mobasher, B., Cooley, R. & Srivastava, J., Aug 2000, In : Communications of the ACM. 43, 8, p. 142-151 10 p.

Research output: Contribution to journalArticle

783 Scopus citations

Discovery of interesting usage patterns from Web data

Cooley, R., Tan, P. N. & Srivastava, J., Jan 1 2000, Web Usage Analysis and User Profiling - International WEBKDD 1999 Workshop, Revised Papers. Masand, B., Masand, B. & Spiliopoulou, M. (eds.). Springer- Verlag, p. 163-182 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1836).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

72 Scopus citations

Efficient Aggregation Algorithms on Very Large Compressed Data Warehouses

Li, J., Li, Y. & Srivastava, J., May 2000, In : Journal of Computer Science and Technology. 15, 3, p. 213-229 17 p.

Research output: Contribution to journalArticle

2 Scopus citations

Experiences with an Object Oriented Framework for Distributed Control Applications

Harinath, R., Srivastava, J., Richardson, J. & Foresti, M., Mar 1 2000, In : ACM Computing Surveys. 32, 1, 1 p.

Research output: Contribution to journalArticle

1 Scopus citations

Indirect association: Mining higher order dependencies in data

Tan, P. N., Kumar, V. & Srivastava, J., Jan 1 2000, Principles of Data Mining and Knowledge Discovery - 4th European Conference, PKDD 2000, Proceedings. Zighed, D. A., Komorowski, J. & Zytkow, J. (eds.). Springer- Verlag, p. 632-637 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1910).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

59 Scopus citations

QoS-based evaluation of file systems and distributed system services for continuous media provisioning

Lee, W., Su, D. & Srivastava, J., Jan 1 2000, In : Information and Software Technology. 42, 15, p. 1021-1035 15 p.

Research output: Contribution to journalArticle

3 Scopus citations

SMDP: Minimizing buffer requirements for continuous media servers

Won, Y. & Srivastava, J., Jan 1 2000, In : Multimedia Systems. 8, 2, p. 105-117 13 p.

Research output: Contribution to journalArticle

17 Scopus citations
1999

Creating adaptive Web sites through usage-based clustering of URLs

Mobasher, B., Cooley, R. & Srivastava, J., Jan 1 1999, Proceedings - 1999 Workshop on Knowledge and Data Engineering Exchange, KDEX 1999. Scheuermann, P. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 19-25 7 p. 836525. (Proceedings - 1999 Workshop on Knowledge and Data Engineering Exchange, KDEX 1999).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

161 Scopus citations

Error spreading: reducing bursty errors in continuous media streaming

Ngo, H. Q., Varadarajan, S. & Srivastava, J., Jan 1 1999, p. 314-319. 6 p.

Research output: Contribution to conferencePaper

6 Scopus citations

Experimental evaluation of loss perception in continuous media

Wijesekera, D., Srivastava, J., Nerode, A. & Foresti, M., Nov 1 1999, In : Multimedia Systems. 7, 6, p. 486-499 14 p.

Research output: Contribution to journalArticle

43 Scopus citations

Investigating factors influencing QoS of Internet phone

Su, D., Srivastava, J. & Yao, J. H., 1999, In : International Conference on Multimedia Computing and Systems -Proceedings. 2, p. 541-546 6 p.

Research output: Contribution to journalArticle

5 Scopus citations