1986 …2020

Research output per year

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Research Output

2020

You reap where you sow: a trust-based approach to initial seeding for viral advertising

Huh, J., Kim, H., Rath, B., Lu, X. & Srivastava, J., Jan 1 2020, (Accepted/In press) In : International Journal of Advertising.

Research output: Contribution to journalArticle

2019

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

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

Evaluating vulnerability to fake news in social networks: A community health assessment model

Rath, B., Gao, W. & Srivastava, J., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 432-435 4 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

1 Scopus citations

Finding your social space: Empirical study of social exploration in multiplayer online games

Chandra, A., Borbora, Z., Kumaraguru, P. & Srivastava, J., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 1072-1080 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

On churn and social contagion

Borbora, Z., Chandra, A., Kumaraguru, P. & Srivastava, J., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 833-841 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

2018

ML approach for early detection of sleep apnea treatment abandonment: A case study

Araujo, M., Bhojwani, R., Srivastava, J., Kazaglis, L. & Iber, C., Apr 23 2018, DH 2018 - Proceedings of the 2018 International Conference on Digital Health. Association for Computing Machinery, p. 75-79 5 p. (ACM International Conference Proceeding Series; vol. 2018-April).

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

2 Scopus citations

Preface

Mondal, A., Gupta, H., Srivastava, J., Reddy, P. K. & Somayajulu, D. V. L. N., Jan 1 2018, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11297 LNCS, p. V-VI

Research output: Contribution to journalEditorial

Resilience analytics: coverage and robustness in multi-modal transportation networks

Baggag, A., Abbar, S., Zanouda, T. & Srivastava, J., Dec 1 2018, In : EPJ Data Science. 7, 1, 14.

Research output: Contribution to journalArticle

Utilizing computational trust to identify rumor spreaders on Twitter

Rath, B., Gao, W., Ma, J. & Srivastava, J., Dec 1 2018, In : Social Network Analysis and Mining. 8, 1, 64.

Research output: Contribution to journalArticle

1 Scopus citations
2017

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 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

Development of Trust Scores in Social Media (TSM) Algorithm and Application to Advertising Practice and Research

Roy, A., Huh, J., Pfeuffer, A. & Srivastava, J., Apr 3 2017, In : Journal of Advertising. 46, 2, p. 269-282 14 p.

Research output: Contribution to journalArticle

8 Scopus citations

Erratum to: Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar

Fernandez-Luque, L., Singh, M., Ofli, F., Mejova, Y. A., Weber, I., Aupetit, M., Jreige, S. K., Elmagarmid, A., Srivastava, J. & Ahmedna, M., May 12 2017, In : BMC medical informatics and decision making. 17, 1, 1 p.

Research output: Contribution to journalComment/debate

Open Access

Formation and reciprocation of dyadic trust

Roy, A., Singhal, A. & Srivastava, J., Mar 2017, In : ACM Transactions on Internet Technology. 17, 2, 15.

Research output: Contribution to journalArticle

3 Scopus citations

From retweet to believability: Utilizing trust to identify rumor spreaders on twitter

Rath, B., Gao, W., Ma, J. & Srivastava, J., Jul 31 2017, Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Diesner, J., Ferrari, E. & Xu, G. (eds.). Association for Computing Machinery, Inc, p. 179-186 8 p. (Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017).

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

13 Scopus citations

Implementing 360° Quantified Self for childhood obesity: Feasibility study and experiences from a weight loss camp in Qatar

Fernandez-Luque, L., Singh, M., Ofli, F., Mejova, Y. A., Weber, I., Aupetit, M., Jreige, S. K., Elmagarmid, A., Srivastava, J. & Ahmedna, M., Apr 13 2017, In : BMC medical informatics and decision making. 17, 1, 37.

Research output: Contribution to journalArticle

4 Scopus citations

On the role of political affiliation in human perception the case of Delhi OddEven experiment

Zanouda, T., Abbar, S., Berti-Equille, L., Shah, K., Baggag, A., Chawla, S. & Srivastava, J., Jan 1 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Ciampaglia, G. L., Yasseri, T. & Mashhadi, A. (eds.). Springer- Verlag, p. 74-88 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10540 LNCS).

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

Research dataset discovery from research publications using web context

Singhal, A. & Srivastava, J., Jan 1 2017, In : Web Intelligence. 15, 2, p. 81-99 19 p.

Research output: Contribution to journalArticle

2 Scopus citations

The 360QS Toolkit for Sleep and Physical Activity Analysis Based on Wearables

Singh, M., Fernandez-Luque, L. & Srivastava, J., Nov 10 2017, Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 680-681 2 p. 8104278. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2017-June).

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

The Science of Sweet Dreams: Predicting Sleep Efficiency from Wearable Device Data

Sathyanarayana, A., Srivastava, J. & Fernandez-Luque, L., Mar 2017, Computer, 50, 3, p. 30-38 9 p.

Research output: Contribution to specialist publicationArticle

10 Scopus citations

Visualization of Wearable Data and Biometrics for Analysis and Recommendations in Childhood Obesity

Aupetit, M., Fernandez-Luque, L., Singh, M. & Srivastava, J., Nov 10 2017, Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 678-679 2 p. 8104277. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2017-June).

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

3 Scopus citations

Weighted simplicial complex: A novel approach for predicting small group evolution

Sharma, A., Moore, T. J., Swami, A. & Srivastava, J., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Springer- Verlag, p. 511-523 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10234 LNAI).

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

1 Scopus citations
2016

Cross-language domain adaptation for classifying crisis-related short messages

Imran, M., Mitra, P. & Srivastava, J., Jan 1 2016, ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Antunes, P., Banuls Silvera, V. A., Porto de Albuquerque, J., Moore, K. A. & Tapia, A. H. (eds.). Information Systems for Crisis Response and Management, ISCRAM, (Proceedings of the International ISCRAM Conference).

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

10 Scopus citations

Message from the ICSC-SCKNE'16 Program Chairs

Moraes, E. A. D., Bernardes, R. C., Srivastava, J., Cruvinel, P. E. & Chillakanti, P., Mar 22 2016, In : Proceedings - 2016 IEEE 10th International Conference on Semantic Computing, ICSC 2016. p. xx 7439069.

Research output: Contribution to journalEditorial

Mining influencers using information flows in social streams

Subbian, K., Aggarwal, C. & Srivastava, J., Jan 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 3, 26.

Research output: Contribution to journalArticle

16 Scopus citations

Querying and tracking influencers in social streams

Subbian, K., Aggarwal, C. C. & Srivastava, J., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 493-502 10 p. (WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining).

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

17 Scopus citations

Robust Automated Human Activity Recognition and Its Application to Sleep Research

Sathyanarayana, A., Ofli, F., Fernandez-Luque, L., Srivastava, J., Elmagarmid, A., Arora, T. & Taheri, S., Jul 2 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). IEEE Computer Society, p. 495-502 8 p. 7836708. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

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

7 Scopus citations

Social network regularized Sparse Linear Model for Top-N recommendation

Feng, X., Sharma, A., Srivastava, J., Wu, S. & Tang, Z., May 1 2016, In : Engineering Applications of Artificial Intelligence. 51, p. 5-15 11 p.

Research output: Contribution to journalArticle

7 Scopus citations

Trustingness & trustworthiness: A pair of complementary trust measures in a social network

Roy, A., Sarkar, C., Srivastava, J. & Huh, J., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 549-554 6 p. 7752289

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

9 Scopus citations
2015

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

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

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

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

Just in time recommendations - Modeling the dynamics of boredom in activity streams

Kapoor, K., Subbian, K., Srivastava, J. & Schrater, P. R., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 233-242 10 p. (WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining).

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

30 Scopus citations

Predicting small group accretion in social networks: A topology based incremental approach

Sharma, A., Kuang, R., Srivastava, J., Feng, X. & Singhal, K., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 408-415 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

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

2 Scopus citations

Rare class detection in networks

Subbian, K., Aggarwal, C. C., Srivastava, J. & Kumar, V., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 406-414 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).

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

2014

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

DataGopher: Context-based search for research datasets

Singhal, A., Kasturi, R. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 749-756 8 p. 7051964. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

3 Scopus citations

Exploiting small world property for network clustering

Qian, T., Li, Q., Srivastava, J., Peng, Z., Yang, Y. & Wang, S., May 1 2014, In : World Wide Web. 17, 3, p. 405-425 21 p.

Research output: Contribution to journalArticle

3 Scopus citations

Finding influencers in networks using social capital

Subbian, K., Sharma, D., Wen, Z. & Srivastava, J., Jan 1 2014, In : Social Network Analysis and Mining. 4, 1, p. 1-13 13 p., 219.

Research output: Contribution to journalArticle

7 Scopus citations

Generating semantic annotations for research datasets

Singhal, A. & Srivastava, J., Jan 1 2014, 4th International Conference on Web Intelligence, Mining and Semantics, WIMS 2014. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

Identifying a Typology of Players Based on Longitudinal Game Data

Ahmed, I., Mahapatra, A., Poole, M. S., Srivastava, J. & Brown, C., Jan 1 2014, Springer Proceedings in Complexity. Springer, p. 103-115 13 p. (Springer Proceedings in Complexity).

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Leveraging the web for automating tag expansion for low-content items

Singhal, A. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 545-552 8 p. 7051937. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

2 Scopus citations

On the Problem of Predicting Real World Characteristics from Virtual Worlds

Ahmad, M. A., Shen, C., Srivastava, J. & Contractor, N., Jan 1 2014, Springer Proceedings in Complexity. Springer, p. 1-18 18 p. (Springer Proceedings in Complexity).

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Predicting MMO Player Gender from In-Game Attributes Using Machine Learning Models

Kennedy, T., Ratan, R. R., Kapoor, K., Pathak, N., Williams, D. & Srivastava, J., Jan 1 2014, Springer Proceedings in Complexity. Springer, p. 69-84 16 p. (Springer Proceedings in Complexity).

Research output: Chapter in Book/Report/Conference proceedingChapter

Robust feature selection technique using rank aggregation

Sarkar, C., Cooley, S. & Srivastava, J., Mar 16 2014, In : Applied Artificial Intelligence. 28, 3, p. 243-257 15 p.

Research output: Contribution to journalArticle

19 Scopus citations

Scalable information flow mining in networks

Subbian, K., Sridhar, C., Aggarwal, C. C. & Srivastava, J., Jan 1 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 3 ed. Springer- Verlag, p. 130-146 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8726 LNAI, no. PART 3).

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

1 Scopus citations

Topic formation and development: a core-group evolving process

Qian, T., Li, Q., Liu, B., Xiong, H., Srivastava, J. & Sheu, P. C. Y., Jan 1 2014, In : World Wide Web. 17, 6, p. 1343-1373 31 p.

Research output: Contribution to journalArticle

3 Scopus citations