College of Information Sciences and Technology

  • United States

Research Output

2020

AsgLDP: Collecting and Generating Decentralized Attributed Graphs with Local Differential Privacy

Wei, C., Ji, S., Liu, C., Chen, W. & Wang, T., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 3239-3254 16 p., 9056817.

Research output: Contribution to journalArticle

Automatic recognition of advanced persistent threat tactics for enterprise security

Zou, Q., Singhal, A., Sun, X. & Liu, P., Mar 16 2020, IWSPA 2020 - Proceedings of the 6th International Workshop on Security and Privacy Analytics. Association for Computing Machinery, Inc, p. 43-52 10 p. (IWSPA 2020 - Proceedings of the 6th International Workshop on Security and Privacy Analytics).

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

Open Access

A “Resource Curse” for Education? Deepening Education Disparities in Pennsylvania’s Shale Gas Boomtowns

Kelly, M. G. & Schafft, K. A., Jan 1 2020, (Accepted/In press) In : Society and Natural Resources.

Research output: Contribution to journalArticle

Correction to: Memory-based random walk for multi-query local community detection (Knowledge and Information Systems, (2020), 62, 5, (2067-2101), 10.1007/s10115-019-01398-3)

Bian, Y., Luo, D., Yan, Y., Cheng, W., Wang, W. & Zhang, X., May 1 2020, In : Knowledge and Information Systems. 62, 5, p. 2103-2104 2 p.

Research output: Contribution to journalComment/debate

Open Access

Countdown timer speed

Ghafurian, M., Reitter, D. & Ritter, F. E., Mar 20 2020, In : ACM Transactions on Computer-Human Interaction. 27, 2, 11.

Research output: Contribution to journalArticle

Open Access

DAMBA: Detecting Android Malware by ORGB Analysis

Zhang, W., Wang, H., He, H. & Liu, P., Mar 2020, In : IEEE Transactions on Reliability. 69, 1, p. 55-69 15 p., 8981927.

Research output: Contribution to journalArticle

1 Scopus citations

DART: a visual analytics system for understanding dynamic association rule mining

Zhang, H., Chen, J., Qiang, Y., Zhao, J., Xu, J., Fan, X., Yang, Y. & Zhang, X., Jan 1 2020, (Accepted/In press) In : Visual Computer.

Research output: Contribution to journalArticle

Deeper into the Wild: Technology Co-creation Across Corporate Boundaries

Colombino, T., Willamowski, J., Grasso, A. & Hanrahan, B. V., Jan 1 2020, Studies in Applied Philosophy, Epistemology and Rational Ethics. Springer International Publishing, p. 55-71 17 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 48).

Research output: Chapter in Book/Report/Conference proceedingChapter

Deep multi-graph clustering via attentive cross-graph association

Luo, D., Ni, J., Wang, S., Bian, Y., Yu, X. & Zhang, X., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 393-401 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

Developing an online hate classifier for multiple social media platforms

Salminen, J., Hopf, M., Chowdhury, S. A., Jung, S. G., Almerekhi, H. & Jansen, B. J., Dec 1 2020, In : Human-centric Computing and Information Sciences. 10, 1, 1.

Research output: Contribution to journalArticle

Open Access

Does a Smile Matter if the Person Is Not Real? The Effect of a Smile and Stock Photos on Persona Perceptions

Salminen, J., Jung, S. G., Santos, J. M. & Jansen, B. J., Apr 2 2020, In : International Journal of Human-Computer Interaction. 36, 6, p. 568-590 23 p.

Research output: Contribution to journalArticle

1 Scopus citations

Effects of Varied Surgical Simulation Training Schedules on Motor-Skill Acquisition

Ritter, F. E., Yeh, M. K. C., Yan, Y., Siu, K. C. & Oleynikov, D., Feb 1 2020, In : Surgical Innovation. 27, 1, p. 68-80 13 p.

Research output: Contribution to journalArticle

Empowering community water data stakeholders

Carroll, J. M., Beck, J., Boyer, E. W., Dhanorkar, S. & Gupta, S., Feb 13 2020, In : Interacting with Computers. 31, 5, p. 492-506 15 p.

Research output: Contribution to journalArticle

Explaining data-driven personas to end users

Jung, S. G., Salminen, J. & Jansen, B. J., Jan 1 2020, In : CEUR Workshop Proceedings. 2582

Research output: Contribution to journalConference article

Giving faces to data: Creating data-driven personas from personified big data

Jung, S. G., Salminen, J. & Jansen, B. J., Mar 17 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020. Association for Computing Machinery, p. 132-133 2 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

Open Access

Inciting Incidents: How Can We Motivate Family Conversations about Health?

Sandbulte, J., Beck, J., Choe, E. K. & Carroll, J. M., Jan 1 2020, (Accepted/In press) In : International Journal of Human-Computer Interaction.

Research output: Contribution to journalArticle

iScore: An MPI supported software for ranking protein–protein docking models based on a random walk graph kernel and support vector machines

Renaud, N., Jung, Y., Honavar, V., Geng, C., Bonvin, A. M. J. J. & Xue, L. C., Jan 1 2020, In : SoftwareX. 11, 100462.

Research output: Contribution to journalArticle

Open Access

IScore: A novel graph kernel-based function for scoring protein-protein docking models

Geng, C., Jung, Y., Renaud, N., Honavar, V., Bonvin, A. M. J. J., Xue, L. C. & Valencia, A., Jan 1 2020, In : Bioinformatics. 36, 1, p. 112-121 10 p.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Learning with small data

Li, Z., Yao, H. & Ma, F., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 884-887 4 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

Like a baby: Visually situated neural language acquisition

Ororbia, A. G., Mali, A., Kelly, M. A. & Reitter, D., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 5127-5136 10 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

1 Scopus citations

Local Ancestry Inference in Large Pedigrees

Wang, H., Sofer, T., Zhang, X., Elston, R. C., Redline, S. & Zhu, X., Dec 1 2020, In : Scientific reports. 10, 1, 189.

Research output: Contribution to journalArticle

Open Access

Memory-based random walk for multi-query local community detection

Bian, Y., Luo, D., Yan, Y., Cheng, W., Wang, W. & Zhang, X., May 1 2020, In : Knowledge and Information Systems. 62, 5, p. 2067-2101 35 p.

Research output: Contribution to journalArticle

Multi-grained named entity recognition

Xia, C., Zhang, C., Yang, T., Li, Y., Du, N., Wu, X., Fan, W., Ma, F. & Yu, P., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1430-1440 11 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

1 Scopus citations

PaDNet: Pan-Density Crowd Counting

Tian, Y., Lei, Y., Zhang, J. & Wang, J. Z., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 2714-2727 14 p., 8897143.

Research output: Contribution to journalArticle

Question answering for privacy policies: Combining computational and legal perspectives

Ravichander, A., Black, A., Wilson, S., Norton, T. & Sadeh, N., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 4947-4958 12 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

Redundant logic elimination in network functions

Deng, B., Wu, W. & Song, L., Mar 3 2020, SOSR 2020 - Proceedings of the 2020 Symposium on SDN Research. Association for Computing Machinery, Inc, p. 34-40 7 p. (SOSR 2020 - Proceedings of the 2020 Symposium on SDN Research).

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

Open Access

REMIND: Risk Estimation Mechanism for Images in Network Distribution

Lin, D., Steiert, D., Morris, J., Squicciarini, A. & Fan, J., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 539-552 14 p., 8744560.

Research output: Contribution to journalArticle

Semi-synchronized Non-blocking Concurrent Kernel Cruising

Tian, D., Zeng, Q., Wu, D., Liu, P. & Hu, C., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cloud Computing.

Research output: Contribution to journalArticle

Simultaneous input and state estimation for stochastic nonlinear systems with additive unknown inputs

Kim, H., Guo, P., Zhu, M. & Liu, P., Jan 2020, In : Automatica. 111, 108588.

Research output: Contribution to journalArticle

Sparse regression models for unraveling group and individual associations in eQTL mapping

Cheng, W., Zhang, X. & Wang, W., Jan 1 2020, Methods in Molecular Biology. Humana Press Inc., p. 105-121 17 p. (Methods in Molecular Biology; vol. 2082).

Research output: Chapter in Book/Report/Conference proceedingChapter

Supervised and unsupervised methods for robust separation of section titles and prose text in web documents

Gopinath, A. A. M., Wilson, S. & Sadeh, N., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 850-855 6 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

1 Scopus citations

Synthesizing family perspectives on health: Using fun, creative activities to stimulate health conversations

Sandbulte, J., Beck, J., Whitaker, J. & Carroll, J. M., Jan 1 2020, Interactions, 27, 1, p. 8-9 2 p.

Research output: Contribution to specialist publicationArticle

Task-agnostic object recognition for mobile robots through few-shot image matching

Chiatti, A., Bardaro, G., Bastianelli, E., Tiddi, I., Mitra, P. & Motta, E., Mar 2020, In : Electronics (Switzerland). 9, 3, 380.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

The effect of numerical and textual information on visual engagement and perceptions of AI-driven persona interfaces

Salminen, J., Liu, Y. H., Azengün, S., Santos, J. M., Jung, S. G. & Jansen, B. J., Mar 17 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces, IUI 2020. Association for Computing Machinery, p. 357-368 12 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

Open Access

The Virtual Data Collaboratory: A Regional Cyberinfrastructure for Collaborative Data-Driven Research

Parashar, M., Simonet, A., Rodero, I., Ghahramani, F., Agnew, G., Jantz, R. & Honavar, V., May 1 2020, In : Computing in Science and Engineering. 22, 3, p. 79-92 14 p., 8686134.

Research output: Contribution to journalArticle

1 Scopus citations

Topic-driven toxicity: Exploring the relationship between online toxicity and news topics

Salminen, J., Sengün, S., Corporan, J., Jung, S. G. & Jansen, B. J., Jan 1 2020, In : PloS one. 15, 2, e0228723.

Research output: Contribution to journalArticle

Open Access

Transfer of incompatible spatial mapping to the vertical Simon task generalizes across effectors but not stimulus features

Zhong, Q., Proctor, R. W., Xiong, A. & Vu, K. P. L., Jan 1 2020, (Accepted/In press) In : Attention, Perception, and Psychophysics.

Research output: Contribution to journalArticle

Transferring robustness for graph neural network against poisoning attacks

Tang, X., Li, Y., Sun, Y., Yao, H., Mitra, P. & Wang, S., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 600-608 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

Understanding emotions in SNS images from posters' perspectives

Song, J., Han, K., Lee, D. & Kim, S. W., Mar 30 2020, 35th Annual ACM Symposium on Applied Computing, SAC 2020. Association for Computing Machinery, p. 450-457 8 p. (Proceedings of the ACM Symposium on Applied Computing).

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

Open Access

Understanding strategy differences in a fault-finding task

Friedrich, M. B. & Ritter, F. E., Jan 2020, In : Cognitive Systems Research. 59, p. 133-150 18 p.

Research output: Contribution to journalArticle

User-defined gesture interaction for in-vehicle information systems

Wu, H., Wang, Y., Liu, J., Qiu, J. & Zhang, X. L., Jan 1 2020, In : Multimedia Tools and Applications. 79, 1-2, p. 263-288 26 p.

Research output: Contribution to journalArticle

Visual story post-editing

Hsu, T. Y., Huang, C. Y., Hsu, Y. C. & Huang, T. H. K., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 6581-6586 6 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

2019

4th international workshop on mental health and well-being: Sensing and intervention

Sano, A., Abdullah, S., Bardram, J. E., Servia, S., Murnane, E. L., Choudhury, T., Musolesi, M., Vilaza, G. N. & Mishra, V., Sep 9 2019, UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, p. 899-901 3 p. (UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers).

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

Open Access

5 sources of clickbaits you should know! Using synthetic clickbaits to improve prediction and distinguish between bot-generated and human-written headlines

Le, T., Shu, K., Molina, M. D., Lee, D., Shyam Sundar, S. & Liu, H., 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. 33-40 8 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

A Cloud Brokerage Architecture for Efficient Cloud Service Selection

Lin, D., Squicciarini, A., Dondapati, V. N. & Sundareswaran, S., Jan 1 2019, In : IEEE Transactions on Services Computing. 12, 1, p. 144-157 14 p., 7516685.

Research output: Contribution to journalArticle

5 Scopus citations

Actionable Collaborative Common Operational Picture in Crisis Situation: A Comprehensive Architecture Powered with Social Media Data

Coche, J., Montarnal, A., Tapia, A. & Benaben, F., Jan 1 2019, Collaborative Networks and Digital Transformation - 20th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2019, Proceedings. Camarinha-Matos, L. M., Afsarmanesh, H. & Antonelli, D. (eds.). Springer New York LLC, p. 151-162 12 p. (IFIP Advances in Information and Communication Technology; vol. 568).

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

ACT-R: A cognitive architecture for modeling cognition

Ritter, F. E., Tehranchi, F. & Oury, J. D., May 1 2019, In : Wiley Interdisciplinary Reviews: Cognitive Science. 10, 3, e1488.

Research output: Contribution to journalReview article

7 Scopus citations

Adaptive neural network for node classification in dynamic networks

Xu, D., Cheng, W., Luo, D., Gu, Y., Liu, X., Ni, J., Zong, B., Chen, H. & Zhang, X., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1402-1407 6 p. 8970854. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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