1986 …2020

Research output per year

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Research Output

360° Quantified Self

Haddadi, H., Ofli, F., Mejova, Y., Weber, I. & Srivastava, J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Fu, W-T., Balakrishnan, P., Harabagiu, S., Wang, F. & Srivatsava, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 587-592 6 p. 7349770

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

9 Scopus citations

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

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

Adaptive binary splitting for efficient RFID tag anti-collision

Myung, J., Lee, W. & Srivastava, J., Mar 1 2006, In : IEEE Communications Letters. 10, 3, p. 144-146 3 p.

Research output: Contribution to journalArticle

230 Scopus citations

A Data-Driven Approach for Continuous Adherence Predictions in Sleep Apnea Therapy Management

Araujo, M., Kazaglis, L., Iber, C. & Srivastava, J., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2716-2725 10 p. 9006476. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

Advanced computation of sparse precision matrices for big data

Baggag, A., Bensmail, H. & Srivastava, J., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Cao, L., Shim, K., Lee, J-G., Kim, J., Moon, Y-S. & Lin, X. (eds.). Springer- Verlag, p. 27-38 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10235 LNAI).

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

A formal model of trade-off between optimization and execution costs in semantic query optimization

Shekhar, S., Srivastava, J. & Dutta, S., May 1992, In : Data and Knowledge Engineering. 8, 2, p. 131-151 21 p.

Research output: Contribution to journalArticle

2 Scopus citations

A framework for evaluating network measures for functional importance

Qian, T., Li, Q. & Srivastava, J., Apr 29 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 109-110 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).

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

A generalized linear threshold model for multiple cascades

Pathak, N., Banerjee, A. & Srivastava, J., Dec 1 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 965-970 6 p. 5694069. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

77 Scopus citations

A hazard based approach to user return time prediction

Kapoor, K., Sun, M., Srivastava, J. & Ye, T., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1719-1728 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

27 Scopus citations

A hybrid-logic approach towards fault detection in complex cyber-physical systems

Srivastava, N. & Srivastava, J., Jan 1 2010, Annual Conference of the Prognostics and Health Management Society, PHM 2010. Prognostics and Health Management Society, (Annual Conference of the Prognostics and Health Management Society, PHM 2010).

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

10 Scopus citations

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

Algorithms for Loading Parallel Grid Files

Li, J., Rotem, D. & Srivastava, J., Jan 6 1993, In : ACM SIGMOD Record. 22, 2, p. 347-356 10 p.

Research output: Contribution to journalArticle

11 Scopus citations

A Machine Learning-Based Analysis of Game Data for Attention Deficit Hyperactivity Disorder Assessment

Heller, M. D., Roots, K., Srivastava, S., Schumann, J., Srivastava, J. & Hale, T. S., Oct 1 2013, In : Games for Health Journal. 2, 5, p. 291-298 8 p.

Research output: Contribution to journalArticle

6 Scopus citations

A multiplex approach to urban mobility

Baggag, A., Abba, S., Zanouda, T., Borge-Holthoefer, J. & Srivastava, J., Jan 1 2017, In : Studies in Computational Intelligence. 693, p. 551-563 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

An algebraic transformation framework for multidatabase queries

Lim, E. P., Srivastava, J. & Hwang, S. Y., Jul 1 1995, In : Distributed and Parallel Databases. 3, 3, p. 273-307 35 p.

Research output: Contribution to journalArticle

11 Scopus citations

Analysis of cognitive social and knowledge networks from electronic communication

Pathak, N., Mane, S. & Srivastava, J., Mar 1 2007, In : International Journal of Semantic Computing. 1, 1, p. 87-120 34 p.

Research output: Contribution to journalArticle

2 Scopus citations

An analytical performance model for parallel production systems

Wang, J. H. & Srivastava, J., Jan 1 1992, 4th International Conference on Tools with Artificial Intelligence, ICTAI 1992. IEEE Computer Society, p. 362-369 8 p. 246430. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 1992-November).

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

An ant colony optimization approach to expert identification in social networks

Ahmad, M. A. & Srivastava, J., Jan 1 2008, Social Computing, Behavioral Modeling, and Prediction, 2008. Salerno, J. J., Young, M. J. & Liu, H. (eds.). Springer, p. 120-128 9 p. (Social Computing, Behavioral Modeling, and Prediction, 2008).

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

7 Scopus citations

An empirical study of applying ensembles of heterogeneous classifiers on imperfect data

Hsu, K. W. & Srivastava, J., Sep 30 2010, New Frontiers in Applied Data Mining - PAKDD 2009 International Workshops, Revised Selected Papers. p. 28-39 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5669 LNAI).

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

6 Scopus citations
31 Scopus citations

An exploratory study of player and team performance in multiplayer first-person-shooter games

Shim, K. J., Hsu, K. W., Damania, S., Delong, C. & Srivastava, J., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 617-620 4 p. 6113181. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

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

5 Scopus citations

An exploratory study of player performance, motivation, and enjoyment in massively multiplayer online role-playing games

Shim, K. J., Srivastava, J. & Hsu, K. W., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 135-140 6 p. 6113105. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

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

6 Scopus citations

An object-oriented genetics information system

Snoop, E., Srivastava, J., Bieganski, P., Riedl, J. & Retzel, E., Mar 1 1993, Proceedings of the 1993 ACM/SIGAPP Symposium on Applied Computing: States of the Art and Practice, SAC 1993. Deaton, E., Hedrick, G., George, K. M. & Berghel, H. (eds.). Association for Computing Machinery, p. 641-651 11 p. (Proceedings of the ACM Symposium on Applied Computing; vol. Part F129680).

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

An ontology-based integrated assessment framework for high-assurance systems

Paul, R., Yen, I. L., Bastani, F., Dong, J., Tsai, W. T., Kavi, K., Ghafoor, A. & Srivastava, J., Sep 25 2008, Proceedings - IEEE International Conference on Semantic Computing 2008, ICSC 2008. p. 386-393 8 p. 4597216. (Proceedings - IEEE International Conference on Semantic Computing 2008, ICSC 2008).

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

15 Scopus citations

A probabilistic approach to modeling and estimating the QoS of web-services-based workflows

Hwang, S. Y., Wang, H., Tang, J. & Srivastava, J., Dec 1 2007, In : Information Sciences. 177, 23, p. 5484-5503 20 p.

Research output: Contribution to journalArticle

170 Scopus citations
26 Scopus citations

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging

Aggarwal, K., Khadanga, S., Joty, S., Kazaglis, L. & Srivastava, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1318-1327 10 p. 8622286. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

3 Scopus citations

Augmenting image processing with social tag mining for landmark recognition

Mahapatra, A., Wan, X., Tian, Y. & Srivastava, J., Jan 26 2011, Advances in Multimedia Modeling - 17th International Multimedia Modeling Conference, MMM 2011, Proceedings. PART 1 ed. p. 273-283 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6523 LNCS, no. PART 1).

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

1 Scopus citations

Automatic detection of compromised accounts in MMORPGs

Oh, J., Borbora, Z. H. & Srivastava, J., Jan 1 2012, Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012. IEEE Computer Society, p. 222-227 6 p. 6542444. (Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012).

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

6 Scopus citations

Automatic instance selection via locality constrained sparse representation for missing value estimation

Feng, X., Wu, S., Srivastava, J. & Desikan, P., Sep 1 2015, In : Knowledge-Based Systems. 85, p. 210-223 14 p.

Research output: Contribution to journalArticle

5 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

Automating document annotation using open source knowledge

Singhal, A., Kasturi, R. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. p. 199-204 6 p. 6690015. (Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013; vol. 1).

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

2 Scopus citations

Behavioral profiles of character types in EverQuest II

Shim, K. J. & Srivastava, J., Dec 1 2010, Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, CIG2010. p. 186-194 9 p. 5593356

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

11 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

Bot detection based on social interactions in MMORPGs

Oh, J., Borbora, Z. H., Sharma, D. & Srivastava, J., Dec 1 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 536-543 8 p. 6693378. (Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013).

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

9 Scopus citations

Building a web of trust without explicit trust ratings

Kim, Y. A., Le, M. T., Lauw, H. W., Lim, E. P., Liu, H. & Srivastava, J., Sep 1 2008, Proceedings of the 2008 - IEEE 24th International Conference on Data Engineering Workshop, ICDE'08. p. 531-536 6 p. 4498374

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

26 Scopus citations

Business and data analytics: New innovations for the management of e-commerce

Kauffman, R. J., Srivastava, J. & Vayghan, J., Mar 1 2012, In : Electronic Commerce Research and Applications. 11, 2, p. 85-88 4 p.

Research output: Contribution to journalEditorial

29 Scopus citations

Characterizing the internet's sense of humor

Mahapatra, A., Srivastava, N. & Srivastava, J., Dec 1 2012, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 579-584 6 p. 6406311. (Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012).

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

1 Scopus citations

Churn prediction in MMORPGs: A social influence based approach

Kawale, J., Pal, A. & Srivastava, J., Dec 4 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 2009 IEEE International Conference on Social Computing, SocialCom 2009. p. 423-428 6 p. 5284154. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 4).

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

90 Scopus citations

Churn prediction in MMORPGs using player motivation theories and an ensemble approach

Borbora, Z., Srivastava, J., Hsu, K. W. & Iams, D. W., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 157-164 8 p. 6113108. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

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

28 Scopus citations

Clinical decision making: A framework for predicting Rx response

Sathyanarayana, A., Pathak, J., McCoy, R., Romero-Brufau, S., Panaziahar, M. & Srivastava, J., Jan 26 2015, Proceedings - 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014. Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. IEEE Computer Society, p. 1185-1188 4 p. 7022730. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

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

1 Scopus citations

CLUSTERING TECHNIQUES FOR LARGE DISTRIBUTED SYSTEMS.

Ramamoorthy, C. V., Srivastava, J. & Tsai, W. T., Jan 1 1986, Proceedings - IEEE INFOCOM. IEEE, p. 395-404 10 p. (Proceedings - IEEE INFOCOM).

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

8 Scopus citations

Community detection with prior knowledge

Subbian, K., Aggarwal, C. C., Srivastava, J. & Yu, P. S., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 405-413 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

7 Scopus citations

Computational aspects of social network analysis

Kazienko, P., Alhajj, R. & Srivastava, J., Jan 1 2015, In : Scientific Programming. 2015, 907547.

Research output: Contribution to journalEditorial

1 Scopus citations

Concept-aware ranking: Teaching an old graph new moves

DeLong, C., Mane, S. & Srivastava, J., Dec 1 2006, Proceedings - ICDM Workshops 2006 - 6th IEEE International Conference on Data Mining - Workshops. p. 80-85 6 p. 4063603. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

4 Scopus citations

Concurrency control in federated databases: A dynamic approach

Hwang, S. Y., Huang, J. & Srivastava, J., Dec 1 1993, Proc 2 Int Conf Inf Knowl Manage. Bhargava, B., Finin, T. & Yesha, Y. (eds.). Publ by ACM, p. 694-703 10 p. (Proc 2 Int Conf Inf Knowl Manage).

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

1 Scopus citations

Conditional transactions: A model of computation for active databases

Srivastava, J., Hwang, K. W. & Tsai, W. T., Jan 1 1991, Proceedings of the15th Annual International Computer Software and Applications Conference, CMPSAC 1991. IEEE Computer Society, p. 36-41 6 p. 170149. (Proceedings - International Computer Software and Applications Conference).

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

Content-centric flow mining for influence analysis in social streams

Subbian, K., Aggarwal, C. & Srivastava, J., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 841-846 6 p. (International Conference on Information and Knowledge Management, Proceedings).

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

19 Scopus citations

Contextual anomaly detection in text data

Mahapatra, A., Srivastava, N. & Srivastava, J., Dec 1 2012, In : Algorithms. 5, 4, p. 469-489 21 p.

Research output: Contribution to journalArticle

16 Scopus citations