College of Information Sciences and Technology

  • United States

Research Output

2018

Automated Synthesis of Access Control Lists

Liu, X., Holden, B. & Wu, D., Jun 21 2018, Proceedings - 2017 International Conference on Software Security and Assurance, ICSSA 2017. Institute of Electrical and Electronics Engineers Inc., p. 104-109 6 p. (Proceedings - 2017 International Conference on Software Security and Assurance, ICSSA 2017).

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

4 Scopus citations

Automatically conceptualizing social media analytics data via personas

Jung, S. G., Salminen, J., An, J., Kwak, H. & Jansen, B. J., Jan 1 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 715-716 2 p. (12th International AAAI Conference on Web and Social Media, ICWSM 2018).

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

3 Scopus citations

Automatic Persona Generation (APG): A rationale and demonstration

Jung, S. G., Salminen, J., Kwak, H., An, J. & Jansen, B. J., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, Vol. 2018-March. p. 321-324 4 p.

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

3 Scopus citations

A Web Service for Author Name Disambiguation in Scholarly Databases

Kim, K., Sefid, A., Weinberg, B. A. & Giles, C. L., Sep 5 2018, Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 265-273 9 p. 8456358. (Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services).

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

2 Scopus citations

Bad weather coming: Linking social media and weather sensor data

Halse, S., Montarnal, A., Tapia, A. & Bénaben, F., Jan 1 2018, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018. Tomaszewski, B. & Boersma, K. (eds.). Information Systems for Crisis Response and Management, ISCRAM, p. 507-515 9 p. (Proceedings of the International ISCRAM Conference; vol. 2018-May).

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

1 Scopus citations
7 Scopus citations

Beyond the ranked list: User-driven exploration and diversification of social recommendation

Tsai, C. H. & Brusilovsky, P., Mar 5 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 239-250 12 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

17 Scopus citations
7 Scopus citations

Bridging the gap between theory and practice in influence maximization: Raising awareness about HIV among homeless youth

Yadav, A., Wilder, B., Rice, E., Petering, R., Craddock, J., Yoshioka-Maxwell, A., Hemler, M., Onasch-Vera, L., Tambe, M. & Woo, D., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 5399-5403 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

5 Scopus citations

Capturing community in mobility: Mobile methods for community informatics

Chen, J., Hanrahan, B. V., Yuan, C. W. T. & Carroll, J. M., May 1 2018, In : Mobile Media and Communication. 6, 2, p. 163-178 16 p.

Research output: Contribution to journalArticle

1 Scopus citations

CCA based multi-view feature selection for multiomics data integration

El-Manzalawy, Y., Jul 5 2018, 2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. 8404968. (2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2018).

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

1 Scopus citations

Chairs' welcome

Lee, D., Sastry, N., Weber, I., Acharya, S. & Nguyen, N., Jul 3 2018, In : HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. p. iii-iv

Research output: Contribution to journalEditorial

Coherence in the Visual Imagination

Vertolli, M. O., Kelly, M. A. & Davies, J., Apr 2018, In : Cognitive Science. 42, 3, p. 885-917 33 p.

Research output: Contribution to journalArticle

Combating behavioral deviance via user behavior control

Qiu, C., Squicciarini, A., Griffin, C. & Umar, P., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 202-210 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

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

Combating crowdsourced review manipulators: A neighborhood-based approach

Kaghazgaran, P., Caverlee, J. & Squicciarini, A., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 306-314 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

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

12 Scopus citations

Combining behaviors and demographics to segment online audiences: Experiments with a youtube channel

Jansen, B. J., Jung, S. G., Salminen, J., An, J. & Kwak, H., Jan 1 2018, Internet Science - 5th International Conference, INSCI 2018, Proceedings. Bodrunova, S. S. (ed.). Springer Verlag, p. 141-153 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11193 LNCS).

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

ComClus: A self-grouping framework for multi-network clustering

Ni, J., Cheng, W., Fan, W. & Zhang, X., Jan 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 3, p. 435-448 14 p.

Research output: Contribution to journalArticle

4 Scopus citations
3 Scopus citations

Community coordination: Aligning social media use in community emergency management

Grace, R., Kropczynski, J. & Tapia, A., Jan 1 2018, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018. Tomaszewski, B. & Boersma, K. (eds.). Information Systems for Crisis Response and Management, ISCRAM, p. 609-620 12 p. (Proceedings of the International ISCRAM Conference; vol. 2018-May).

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

3 Scopus citations

Complex mediation in the formation of political opinions

Kou, Y. & Nardi, B., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

3 Scopus citations

Component analysis and evidentiary basis of coping skills content on Pinterest

Breeden, N. C., Hall, C. M. & Giacobe, N., Aug 2018, In : Psychology in the Schools. 55, 7, p. 783-800 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Hsieh, T. Y., EL-Manzalawy, Y., Sun, Y. & Honavar, V., Jan 1 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Yin, H., Novais, P., Camacho, D. & Tallón-Ballesteros, A. J. (eds.). Springer Verlag, p. 740-752 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11314 LNCS).

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

1 Scopus citations

Confidence levels for empirical research using twitter data: Extended abstract

Xu, H. & Zhang, N., Apr 5 2018, Proceedings of the Technology, Mind, and Society Conference, TechMindSociety 2018. Association for Computing Machinery, a44. (ACM International Conference Proceeding Series).

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

Context-aware location annotation on mobility records through user grouping

Zhang, Y., Wei, H., Lin, X., Wu, F., Li, Z., Chen, K., Wang, Y. & Xu, J., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 583-596 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

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

Conversational agents to provide couple therapy for patients with PTSD

Motalebi, N. & Abdullah, S., May 21 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018. Association for Computing Machinery, p. 347-351 5 p. (ACM International Conference Proceeding Series).

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

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 522-530 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

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

14 Scopus citations

CrowdEval: A cost-efficient strategy to evaluate crowdsourced worker's reliability

Qiu, C., Squicciarini, A., Khare, D. R., Carminati, B. & Caverlee, J., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1486-1494 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2).

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

3 Scopus citations

CryptMe: Data leakage prevention for unmodified programs on ARM devices

Cao, C., Guan, L., Zhang, N., Gao, N., Lin, J., Luo, B., Liu, P., Xiang, J. & Lou, W., Jan 1 2018, Research in Attacks, Intrusions, and Defenses - 21st International Symposium, RAID 2018, Proceedings. Bailey, M., Ioannidis, S., Stamatogiannakis, M. & Holz, T. (eds.). Springer Verlag, p. 380-400 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11050 LNCS).

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

3 Scopus citations

Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data

An, J., Kwak, H., Jung, S. G., Salminen, J. & Jansen, B. J., Dec 1 2018, In : Social Network Analysis and Mining. 8, 1, 54.

Research output: Contribution to journalArticle

15 Scopus citations

Cybersecurity for digital manufacturing

Wu, D., Ren, A., Zhang, W., Fan, F., Liu, P., Fu, X. & Terpenny, J., Jul 2018, In : Journal of Manufacturing Systems. 48, p. 3-12 10 p.

Research output: Contribution to journalArticle

11 Scopus citations

Data Integrity Attacks Against Dynamic Route Guidance in Transportation-Based Cyber-Physical Systems: Modeling, Analysis, and Defense

Lin, J., Yu, W., Zhang, N., Yang, X. & Ge, L., Sep 2018, In : IEEE Transactions on Vehicular Technology. 67, 9, p. 8738-8753 16 p., 8375813.

Research output: Contribution to journalArticle

10 Scopus citations

DBLOC: Density based clustering over location based services

Gunasekaran, Y. D., Rahman, M. F., Hasani, S., Zhang, N. & Das, G., May 27 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 1697-1700 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

1 Scopus citations

Deep Headline Generation for Clickbait Detection

Shu, K., Wang, S., Le, T., Lee, D. & Liu, H., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 467-476 10 p. 8594871. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

9 Scopus citations

Deep multi-view spatial-temporal network for taxi demand prediction

Yao, H., Wu, F., Ke, J., Tang, X., Jia, Y., Lu, S., Gong, P., Li, Z., Ye, J. & Chuxing, D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 2588-2595 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

88 Scopus citations

Deep patient similarity learning for personalized healthcare

Suo, Q., Ma, F., Yuan, Y., Huai, M., Zhong, W., Gao, J. & Zhang, A., Jul 2018, In : IEEE Transactions on Nanobioscience. 17, 3, p. 219-227 9 p., 8360146.

Research output: Contribution to journalArticle

13 Scopus citations

Defending Against Adversarial Samples Without Security through Obscurity

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L. & Xing, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-146 10 p. 8594838. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Defining through expansion: Conducting asynchronous remote communities (ARC) Research with stigmatized groups

Maestre, J. F., MacLeod, H., Connelly, C. L., Dunbar, J. C., Beck, J., Siek, K. A. & Shih, P. C., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

16 Scopus citations

Detecting outliers in data with correlated measures

Kuo, Y. H., Li, Z. & Kifer, D., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 287-296 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

2 Scopus citations

Detecting Suspicious File Migration or Replication in the Cloud

Bowers, A., Liao, C., Steiert, D., Lin, D., Squicciarini, A. & Hurson, A. R., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Dependable and Secure Computing.

Research output: Contribution to journalArticle

9 Scopus citations

Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability

Kim, H., Lu, X., Costa, M., Kandemir, B., Adams, Jr., R., Li, J., Wang, J. & Newman, M. G., Mar 1 2018, In : Psychiatry Research. 261, p. 414-420 7 p.

Research output: Contribution to journalArticle

Differentially Private Distributed Online Learning

Li, C., Zhou, P., Xiong, L., Wang, Q. & Wang, T., Aug 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 8, p. 1440-1453 14 p.

Research output: Contribution to journalArticle

5 Scopus citations

DiffGuard: Obscuring sensitive information in canary based protections

Zhu, J., Zhou, W., Wang, Z., Mu, D. & Mao, B., Jan 1 2018, Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Proceedings. Ghorbani, A., Lin, X., Ren, K., Zhu, S. & Zhang, A. (eds.). Springer Verlag, p. 738-751 14 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 238).

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

1 Scopus citations

Diminished neural network dynamics after moderate and severe traumatic brain injury

Gilbert, N., Bernier, R. A., Calhoun, V. D., Brenner, E., Grossner, E., Rajtmajer, S. M. & Hillary, F. G., Jun 2018, In : PloS one. 13, 6, e0197419.

Research output: Contribution to journalArticle

6 Scopus citations

Discovering triangles in portraits for supporting photographic creation

He, S., Zhou, Z., Farhat, F. & Wang, J. Z., Jan 1 2018, In : IEEE Transactions on Multimedia. 20, 2, p. 496-508 13 p., 8010436.

Research output: Contribution to journalArticle

2 Scopus citations

Diversity-enhanced recommendation interface and evaluation

Tsai, C-H., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 360-362 3 p. (CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval; vol. 2018-March).

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

2 Scopus citations

Drone privacy shield: A WiFi Based Defense

Sun, A., Gong, W., Shea, R., Liu, J., Liu, X. & Wang, Q., Feb 14 2018, 2017 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications: Engaged Citizens and their New Smart Worlds, PIMRC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2017-October).

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

2 Scopus citations

EANN: Event adversarial neural networks for multi-modal fake news detection

Wang, Y., Ma, F., Jin, Z., Yuan, Y., Xun, G., Jha, K., Su, L. & Gao, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 849-857 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

38 Scopus citations

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media

Chen, S., Chen, S., Lin, L., Yuan, X., Liang, J. & Zhang, X., Dec 21 2018, 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings. Schreck, T., Fisher, B. & Liu, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 36-47 12 p. 8585638. (2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings).

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

13 Scopus citations

EmErgency Management: Exploring hard and soft data fusion modeling with unmanned aerial systems and non-governmental human intelligence mediums

McMullen, S. A. H., McMullen, M. J., Forster, P., Ison, D. & Clark, P. J., Jan 1 2018, Lecture Notes in Networks and Systems. Springer, p. 502-520 19 p. (Lecture Notes in Networks and Systems; vol. 15).

Research output: Chapter in Book/Report/Conference proceedingChapter