College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2018
3 Citations (Scopus)

KAME: Knowledge-based attention model for diagnosis prediction in healthcare

Ma, F., Chitta, R., You, Q., Zhou, J., Xiao, H. & Gao, J., 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. 743-752 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Prediction
Healthcare
Graph
Knowledge-based
Health information
1 Citation (Scopus)

Lambda obfuscation

Lan, P., Wang, P., Wang, S. & Wu, D., 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. 206-224 19 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

Reverse engineering
Intellectual property
Flow control
Semantics
Engineers

Large-scale Third-party Library Detection in Android Markets

Li, M., Wang, P., Wang, W., Wang, S., Wu, D., Liu, J., Xue, R., Huo, W. & Zou, W., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Software Engineering.

Research output: Contribution to journalArticle

Application programs
Android (operating system)
Ecosystems
Scalability
Marketing
2 Citations (Scopus)

Learning a hierarchical latent-variable model of 3D shapes

Liu, S., Giles, C. L. & Ororbia, A., Oct 12 2018, Proceedings - 2018 International Conference on 3D Vision, 3DV 2018. Institute of Electrical and Electronics Engineers Inc., p. 542-551 10 p. 8491006. (Proceedings - 2018 International Conference on 3D Vision, 3DV 2018).

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

Sampling
Experiments
3 Citations (Scopus)

Learning to Parse Wireframes in Images of Man-Made Environments

Huang, K., Wang, Y., Zhou, Z., Ding, T., Gao, S. & Ma, Y., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 626-635 10 p. 8578170. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Navigation
Neural networks
Geometry
Experiments
10 Citations (Scopus)

Lemna: Explaining deep learning based security applications

Guo, W., Mu, D., Xu, J., Su, P., Wang, G. & Xing, X., Oct 15 2018, CCS 2018 - Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 364-379 16 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Binary codes
Reverse engineering
Transparency
Image analysis
Learning systems
2 Citations (Scopus)

Leveraging Information Asymmetry to Transform Android Apps into Self-Defending Code Against Repackaging Attacks

Chen, K., Zhang, Y. & Liu, P., Aug 1 2018, In : IEEE Transactions on Mobile Computing. 17, 8, p. 1879-1893 15 p.

Research output: Contribution to journalArticle

Application programs
Mathematical transformations
Smartphones
Android (operating system)
Studios

Leveraging similarity joins for signal reconstruction

Asudeh, A., Nazi, A., Augustine, J., Thirumuruganathan, S., Zhang, N., Das, G. & Srivastava, D., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 10, p. 1276-1288 13 p.

Research output: Contribution to journalConference article

Signal reconstruction
Astronomy
Image reconstruction
Linear equations
Acoustics

Leveraging social analytics data for identifying customer segments for online news media

Jansen, B. J., Jung, S. G., Salminen, J., An, J. & Kwa, H., Mar 7 2018, Proceedings - 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications, AICCSA 2017. IEEE Computer Society, Vol. 2017-October. p. 463-468 6 p.

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

Marketing
1 Citation (Scopus)

Leveraging the power of informative users for local event detection

Zhang, H., Ma, F., Li, Y., Zhang, C., Wang, T., Wang, Y., Gao, J. & Su, L., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 429-436 8 p. 8508618. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

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

event
social media
Accidents
Experiments
Event detection

Local and global information preserved network embedding

Ma, Y., Wang, S. & Tang, J., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 222-225 4 p. 8508496. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

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

Learning algorithms
Learning systems
Aircraft
Experiments
data network

Local graph clustering by multi-network random walk with restart

Yan, Y., Luo, D., Ni, J., Fei, H., Fan, W., Yu, X., Yen, J. & Zhang, X., 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. 490-501 12 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

Graph Clustering
Restart
Electric network analysis
Random walk
Clustering Methods
2 Citations (Scopus)
Viruses
Students
student
information-seeking behavior
Group
3 Citations (Scopus)

Mechanical effects of cellulose, xyloglucan, and pectins on stomatal guard cells of arabidopsis thaliana

Yi, H., Rui, Y., Kandemir, B., Wang, J., Anderson, C. T. & Puri, V., Jan 1 2018, In : Frontiers in Plant Science. 871, 1566.

Research output: Contribution to journalArticle

Cellulose
Cells
Mechanical properties
Pectins
Confocal microscopy

Meet the editors – successfully publishing in information science journals

Lewandowski, D., Mostafa, J., Dillon, A., Jansen, B. J., Ibekwe-SanJuan, F., Cox, A. M. & Chu, S. K., Jan 1 2018, In : Proceedings of the Association for Information Science and Technology. 55, 1, p. 708-711 4 p.

Research output: Contribution to journalArticle

young academics
Information science
information science
editor

Message from the PAC 2018 Chairs

Cheng, X., Valacich, J. & Zhang, N., Oct 26 2018, In : Proceedings - 2018 2nd IEEE Symposium on Privacy-Aware Computing, PAC 2018. p. VIII 8511823.

Research output: Contribution to journalEditorial

1 Citation (Scopus)

MessageLens: A Visual Analytics System to Support Multifaceted Exploration of MOOC Forum Discussions

Wong, J. S. & Zhang, X., Mar 1 2018, In : Visual Informatics. 2, 1, p. 37-49 13 p.

Research output: Contribution to journalArticle

Open Access
Communication
Visualization
2 Citations (Scopus)

Microbiomarkers Discovery in Inflammatory Bowel Diseases using Network-Based Feature Selection

Abbas, M., Le, T., Bensmail, H., Honavar, V. G. & Elmanzalawi, Y., Aug 15 2018, ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 172-177 6 p. (ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

Biomarkers
Inflammatory Bowel Diseases
Feature extraction
Metagenomics
Phenotype
1 Citation (Scopus)
Biological Science Disciplines
Ovarian Neoplasms
Precision Medicine
Atlases
Genome

Model Based Energy Consumption Analysis of Wireless Cyber Physical Systems

Wang, P., Liu, J., Lin, J. & Chu, C., Sep 1 2018, In : Journal of Signal Processing Systems. 90, 8-9, p. 1191-1204 14 p.

Research output: Contribution to journalArticle

Energy Consumption
Energy utilization
Model-based
Wireless Mesh Networks
Wireless mesh networks (WMN)
1 Citation (Scopus)

Modeling threats of mass incidents using scenario-based Bayesian network reasoning

Huang, L., Cai, G., Yuan, H., Chen, J., Wang, Y. & Sun, 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. 121-134 14 p. (Proceedings of the International ISCRAM Conference; vol. 2018-May).

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

Bayesian networks
Law enforcement
Sensitivity analysis
Logistics
Analytical models
2 Citations (Scopus)

Model-reuse attacks on deep learning systems

Ji, Y., Zhang, X., Ji, S., Luo, X. & Wang, T., Oct 15 2018, CCS 2018 - Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 349-363 15 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Learning systems
Deep learning
Tuning
Speech recognition
Standardization
3 Citations (Scopus)

Multidimensional risk communication: Public discourse on risks during an emerging epidemic

Gui, X., Kou, Y., Pine, K., Ladaw, E., Kim, H., Suzuki-Gill, E. & Chen, Y., 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

Risk perception
Communication
Risk management
Epidemiology
Public health

Multidisciplinary care for facial paralysis patients: Collaboration between carers

Zhu, H. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 189-192 4 p.

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

Neurosurgery
Health
Recovery
Communication

Multimodal fusion of brain networks with longitudinal couplings

Zhang, W., Shu, K., Wang, S., Liu, H. & Wang, Y., Jan 1 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

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

Neuroimaging
Brain
Fusion
Fusion reactions
Factorise
2 Citations (Scopus)

Multi-party access control: Requirements, state of the art and open challenges

Squicciarini, A., Rajtmajer, S. & Zannone, N., Jun 7 2018, SACMAT 2018 - Proceedings of the 23rd ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery, 1 p. (Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT).

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

Access control
Data privacy
Data mining
10 Citations (Scopus)

Multi-Scale Multi-Task FCN for Semantic Page Segmentation and Table Detection

He, D., Cohen, S., Price, B., Kifer, D. & Giles, C. L., Jan 25 2018, Proceedings - 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017. IEEE Computer Society, Vol. 1. p. 254-261 8 p.

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

Semantics
Neural networks
Heuristic methods
Pixels
2 Citations (Scopus)

Multi-task Sparse Metric Learning for Monitoring Patient Similarity Progression

Suo, Q., Zhong, W., Ma, F., Ye, Y., Huai, M. & Zhang, A., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 477-486 10 p. 8594872. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Patient monitoring
Labels
Feature extraction
4 Citations (Scopus)

MuVAN: A Multi-view Attention Network for Multivariate Temporal Data

Yuan, Y., Xun, G., Ma, F., Wang, Y., Du, N., Jia, K., Su, L. & Zhang, A., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 717-726 10 p. 8594896. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Time series
Data mining
Data structures
Experiments
Deep learning
1 Citation (Scopus)

My friend leaks my privacy: Modeling and analyzing privacy in social networks

Yu, L., Motipalli, S. M., Lee, D., Liu, P., Xu, H., Liu, Q., Tan, J. & Luo, B., Jun 7 2018, SACMAT 2018 - Proceedings of the 23rd ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery, p. 93-104 12 p. (Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT).

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

Information dissemination
Internet
3 Citations (Scopus)

Navigating the healthcare service “Black Box”: Individual competence and fragmented system

Gui, X., Chen, Y. & Pine, K. H., Nov 1 2018, In : Proceedings of the ACM on Human-Computer Interaction. 2, CSCW, 61.

Research output: Contribution to journalArticle

Navigation
Human computer interaction
health service
parents
workplace
1 Citation (Scopus)

Neural network hate deletion: Developing a machine learning model to eliminate hate from online comments

Salminen, J., Luotolahti, J., Almerekhi, H., Jansen, B. J. & Jung, S. G., Jan 1 2018, Internet Science - 5th International Conference, INSCI 2018, Proceedings. Bodrunova, S. S. (ed.). Springer Verlag, p. 25-39 15 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

Deletion
Learning systems
Machine Learning
Eliminate
Neural Networks

New to a country: Barriers for international students tom access health services and opportunities for design

Tang, C., Gui, X., Chen, Y. & Magueramane, M., May 21 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018. Association for Computing Machinery, p. 45-54 10 p. (ACM International Conference Proceeding Series).

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

Health
Students
Information services
Medicine
Communication

Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power

Xu, Y., Cole, J. & Reitter, D. T., Jan 1 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 601-610 10 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

Linguistics
Logistics
Power (Psychology)

Now you see it, now you don't: Digital connectivity in marginalized communities

Maitland, C. F., Jun 2018, Computer, 51, 6, p. 62-71 10 p.

Research output: Contribution to specialist publicationArticle

Internet

One Step toward Developing Knowledge from Numbers in Regional Analysis of Water Quality

Niu, X., Wen, T., Li, Z. & Brantley, S. L., Mar 20 2018, In : Environmental Science and Technology. 52, 6, p. 3342-3343 2 p.

Research output: Contribution to journalComment/debate

water quality
analysis
3 Citations (Scopus)

Online Hate Interpretation Varies by Country, but More by Individual: A Statistical Analysis Using Crowdsourced Ratings

Salminen, J., Veronesi, F., Almerekhi, H., Jung, S. G. & Jansen, B. J., Nov 30 2018, 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018. Institute of Electrical and Electronics Engineers Inc., p. 88-94 7 p. 8554954. (2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018).

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

hate
statistical analysis
Statistical methods
rating
interpretation
3 Citations (Scopus)

Online truth discovery on time series data

Yao, L., Su, L., Li, Q., Li, Y., Ma, F., Gao, J. & Zhang, A., Jan 1 2018, p. 162-170. 9 p.

Research output: Contribution to conferencePaper

Time series

On Multi-query Local Community Detection

Bian, Y., Yan, Y., Cheng, W., Wang, W., Luo, D. & Zhang, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 9-18 10 p. 8594825. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Data storage equipment

Ordinary innovations of older adults: An interview study to understand interest development in aging

Wang, X., Knearem, T. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 253-256 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

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

Sustainable development
Innovation
Aging of materials
Health

Partner-specific prediction of RNA-binding residues in proteins: A critical assessment

Jung, Y., Elmanzalawi, Y., Dobbs, D. & Honavar, V. G., Jan 1 2018, (Accepted/In press) In : Proteins: Structure, Function and Bioinformatics.

Research output: Contribution to journalArticle

Staphylococcal Protein A
RNA
Proteins
RNA-Binding Proteins
Computational methods

PATENet: Pairwise Alignment of Time Evolving Networks

Gur, S. & Honavar, V. G., Jan 1 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Springer Verlag, p. 85-98 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

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

Pairwise
Brain
Alignment
Aging of materials
Topology

Performance trends during sleep deprivation on a tilt-based control task

Bolkhovsky, J. B., Ritter, F. E., Chon, K. H. & Qin, M., Jul 1 2018, In : Aerospace Medicine and Human Performance. 89, 7, p. 626-633 8 p.

Research output: Contribution to journalArticle

Sleep Deprivation
Task Performance and Analysis
Wakefulness
Sleep
Equipment and Supplies
7 Citations (Scopus)

Personalized privacy-preserving social recommendation

Meng, X., Wang, S., Shu, K., Li, J., Chen, B., Liu, H. & Zhang, Y., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3796-3803 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Data privacy
Recommender systems
2 Citations (Scopus)

Personalized stress monitoring: a smartphone-enabled system for quantification of salivary cortisol

Rey, E., Jain, A., Abdullah, S., Choudhury, T. & Erickson, D., Aug 1 2018, In : Personal and Ubiquitous Computing. 22, 4, p. 867-877 11 p.

Research output: Contribution to journalArticle

Cortisol
Smartphones
Monitoring
Quantification
Assays
3 Citations (Scopus)

Persona perception scale: Developing and validating an instrument for human-like representations of data

Salminen, J., Kwak, H., Santos, J. M., Jung, S. G., An, J. & Jansen, B. J., 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, LBW075. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Human computer interaction
Software engineering
Systems analysis
1 Citation (Scopus)

PhamilyHealth: A photo sharing system for intergenerational family collaboration on health

Binda, J., Georgieva, E., Yang, Y., Gui, F., Beck, J. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 337-340 4 p.

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

Health
2 Citations (Scopus)

Piloting the use of artificial intelligence to enhance HIV prevention interventions for youth experiencing homelessness

Rice, E., Yoshioka-Maxwell, A., Petering, R., Onasch-Vera, L., Craddock, J., Tambe, M., Yadav, A., Wilder, B., Woo, D., Winetrobe, H. & Wilson, N., Dec 1 2018, In : Journal of the Society for Social Work and Research. 9, 4, p. 551-573 23 p.

Research output: Contribution to journalArticle

artificial intelligence
homelessness
sex behavior
popularity
Group