College of Information Sciences and Technology

  • United States

Research Output 1976 2020

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Article
2020

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

Electric power distribution

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

Kim, H., Guo, P., Zhu, M. & Liu, P., Jan 1 2020, In : Automatica. 111, 108588.

Research output: Contribution to journalArticle

State estimation
Error analysis
Nonlinear systems
Stochastic systems
Covariance matrix

Understanding strategy differences in a fault-finding task

Friedrich, M. B. & Ritter, F. E., Jan 1 2020, In : Cognitive Systems Research. 59, p. 133-150 18 p.

Research output: Contribution to journalArticle

Learning
Learning Curve
Equipment and Supplies
Research
Transfer (Psychology)
2019
4 Citations (Scopus)

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

Cloud computing
Costs
Service selection
Brokerage
Service provider

A hybrid approach for identifying the structure of a Bayesian network model

Huang, L., Cai, G., Yuan, H. & Chen, J., Oct 1 2019, In : Expert Systems With Applications. 131, p. 308-320 13 p.

Research output: Contribution to journalArticle

Bayesian networks
Logistics

A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction

Fernández-García, A. J., Iribarne, L., Corral, A., Criado, J. & Wang, J. Z., Nov 1 2019, In : Universal Access in the Information Society. 18, 4, p. 747-770 24 p.

Research output: Contribution to journalArticle

Application programming interfaces (API)
Web services
User interfaces
Communication
Industry

A privacy-preserving framework for ranked retrieval model

Yan, T., Gao, Y. & Zhang, N., Dec 1 2019, In : Computational Social Networks. 6, 1, 6.

Research output: Contribution to journalArticle

Open Access
Equivalent sets
Privacy Preserving
Retrieval
Attribute
Privacy
2 Citations (Scopus)

A recommender system for component-based applications using machine learning techniques

Fernández-García, A. J., Iribarne, L., Corral, A., Criado, J. & Wang, J., Jan 15 2019, In : Knowledge-Based Systems. 164, p. 68-84 17 p.

Research output: Contribution to journalArticle

Recommender systems
Learning systems
Learning algorithms
Feature extraction
User interfaces
5 Citations (Scopus)

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data

Wang, H., Tang, X., Kuo, Y. H., Kifer, D. & Li, Z., Jan 1 2019, In : ACM Transactions on Intelligent Systems and Technology. 10, 2, a19.

Research output: Contribution to journalArticle

Travel Time
Travel time
Baseline
Trajectories
Trajectory
2 Citations (Scopus)

Assessing changes in groundwater chemistry in landscapes with more than 100 years of oil and gas development

Wen, T., Agarwal, A., Xue, L., Chen, A., Herman, A., Li, Z. & Brantley, S. L., Feb 1 2019, In : Environmental Science: Processes and Impacts. 21, 2, p. 384-396 13 p.

Research output: Contribution to journalArticle

Natural Gas
Groundwater
Oils
Oil and Gas Fields
Gases
2 Citations (Scopus)

Assessing timebanking use and coordination: implications for service exchange tools

Yuan, C. W., Hanrahan, B. V. & Carroll, J., Apr 1 2019, In : Information Technology and People. 32, 2, p. 344-363 20 p.

Research output: Contribution to journalArticle

participation
acceptance
currency
community
mediation

Beyond Leaders and Followers: Understanding Participation Dynamics in Event-Based Social Networks

Chen, J., Wang, X., Beck, J., Wu, C. & Carroll, J. M., Dec 14 2019, In : International Journal of Human-Computer Interaction. 35, 20, p. 1892-1905 14 p.

Research output: Contribution to journalArticle

follower
social network
leader
participation
event

Building a Trustworthy Execution Environment to Defeat Exploits from both Cyber Space and Physical Space for ARM

Guan, L., Cao, C., Liu, P., Xing, X., Ge, X., Zhang, S., Yu, M. & Jaeger, T. R., May 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 3, p. 438-453 16 p., 8423674.

Research output: Contribution to journalArticle

Dynamic random access storage
Random access storage
Dynamic mechanical analysis
Cryptography
Internet of things

Classifying online corporate reputation with machine learning: a study in the banking domain

Rantanen, A., Salminen, J., Ginter, F. & Jansen, B. J., Jan 1 2019, (Accepted/In press) In : Internet Research.

Research output: Contribution to journalArticle

Open Access
banking
reputation
Learning systems
neural network
learning
2 Citations (Scopus)

Co-designing platform collectivism

Carroll, J. & Beck, J., Jul 3 2019, In : CoDesign. 15, 3, p. 272-287 16 p.

Research output: Contribution to journalArticle

Water quality
Stakeholders
Collectivism
Water Quality
Visible
3 Citations (Scopus)

Confusion and information triggered by photos in persona profiles

Salminen, J., Jung, S. G., An, J., Kwak, H., Nielsen, L. & Jansen, B. J., Sep 1 2019, In : International Journal of Human Computer Studies. 129, p. 1-14 14 p.

Research output: Contribution to journalArticle

Experiments
qualitative interview
interpretation
experiment
gender
Imitation
Dynamic Networks
Network Topology
Cascade
Topology
3 Citations (Scopus)
1 Citation (Scopus)

Co-producing, curating, and defining design knowledge in an online practitioner community

Gray, C. M. & Kou, Y., Jan 2 2019, In : CoDesign. 15, 1, p. 41-58 18 p.

Research output: Contribution to journalArticle

Curating
Resources
Curation
Co-production
Professionalization
2 Citations (Scopus)

Crowd counting with limited labeling through submodular frame selection

Zhou, Q., Zhang, J., Che, L., Shan, H. & Wang, J., May 1 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 5, p. 1728-1738 11 p., 8360780.

Research output: Contribution to journalArticle

Airports
Labeling
Redundancy
Planning
Experiments
3 Citations (Scopus)

Cyber-human systems of thought and understanding

Fonseca, F. T., Marcinkowski, M. & Davis, C., Apr 1 2019, In : Journal of the Association for Information Science and Technology. 70, 4, p. 402-411 10 p.

Research output: Contribution to journalArticle

Geographic information systems
Pixels
Semantics
Big data
science
3 Citations (Scopus)

De-SAG: On the De-Anonymization of Structure-Attribute Graph Data

Ji, S., Wang, T., Chen, J., Li, W., Mittal, P. & Beyah, R., Jul 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 4, p. 594-607 14 p., 7938634.

Research output: Contribution to journalArticle

Experiments

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion

Zheng, X., Ye, J., Chen, Y., Wistar, S., Li, J., Piedra Fernández, J. A., Steinberg, M. A. & Wang, J., Jun 1 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 6, p. 3788-3801 14 p., 8606456.

Research output: Contribution to journalArticle

Weather forecasting
severe weather
weather forecasting
Satellites
sliding

Discovering reliable evidence of data misuse by exploiting rule redundancy

Genga, L., Zannone, N. & Squicciarini, A., Nov 1 2019, In : Computers and Security. 87, 101577.

Research output: Contribution to journalArticle

Association rules
redundancy
Transparency
Redundancy
Decision making
2 Citations (Scopus)

Disentangled Variational Auto-Encoder for semi-supervised learning

Li, Y., Pan, Q., Wang, S., Peng, H., Yang, T. & Cambria, E., May 1 2019, In : Information Sciences. 482, p. 73-85 13 p.

Research output: Contribution to journalArticle

Semi-supervised Learning
Supervised learning
Encoder
Classifiers
Classifier

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., Jan 1 2019, (Accepted/In press) In : International Journal of Human-Computer Interaction.

Research output: Contribution to journalArticle

human being
credibility
Experiments
experiment
gender

Dual-regularized one-class collaborative filtering with implicit feedback

Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., May 15 2019, In : World Wide Web. 22, 3, p. 1099-1129 31 p.

Research output: Contribution to journalArticle

Collaborative filtering
Feedback
Recommender systems
Stars
1 Citation (Scopus)

Embedding Training Within Warnings Improves Skills of Identifying Phishing Webpages

Xiong, A., Proctor, R. W., Yang, W. & Li, N., Jun 1 2019, In : Human Factors. 61, 4, p. 577-595 19 p.

Research output: Contribution to journalArticle

Illegitimacy
Experiments
lack
experiment
search engine

Field experience with obfuscating million-user iOS apps in large enterprise mobile development

Wang, P., Wu, D., Chen, Z. & Wei, T., Feb 1 2019, In : Software - Practice and Experience. 49, 2, p. 252-273 22 p.

Research output: Contribution to journalArticle

Application programs
Industry
Reverse engineering
Ecosystems
Software engineering

Gone viral: Content characteristics and relative quality of highly shared school psychology-related content on Pinterest

Hall, C. M., Breeden, N. C. & Giacobe, N. A., Jun 1 2019, In : Psychology in the Schools. 56, 6, p. 959-976 18 p.

Research output: Contribution to journalArticle

psychology
Psychology
Social Media
Autistic Disorder
Practice Guidelines
2 Citations (Scopus)

Human Factors in the Privacy and Security of the Internet of Things

Chong, I., Xiong, A. & Proctor, R. W., Jul 1 2019, In : Ergonomics in Design. 27, 3, p. 5-10 6 p.

Research output: Contribution to journalArticle

Human engineering
privacy
Internet
hacker
Agglomeration
2 Citations (Scopus)

Intelligent positive computing with mobile, wearable, and IoT devices: Literature review and research directions

Lee, U., Han, K., Cho, H., Chung, K. M., Hong, H., Lee, S. J., Noh, Y., Park, S. & Carroll, J. M., Feb 2019, In : Ad Hoc Networks. 83, p. 8-24 17 p.

Research output: Contribution to journalArticle

Health
Internet of things
2 Citations (Scopus)

Keyword Optimization in Sponsored Search Advertising: A Multilevel Computational Framework

Yang, Y., Jansen, B. J., Yang, Y., Guo, X. & Zeng, D., Jan 1 2019, In : IEEE Intelligent Systems. 34, 1, p. 32-42 11 p., 8613840.

Research output: Contribution to journalArticle

Marketing
Search engines
Experiments
1 Citation (Scopus)

Learning binary codes with neural collaborative filtering for efficient recommendation systems

Li, Y., Wang, S., Pan, Q., Peng, H., Yang, T. & Cambria, E., May 15 2019, In : Knowledge-Based Systems. 172, p. 64-75 12 p.

Research output: Contribution to journalArticle

Collaborative filtering
Binary codes
Recommender systems
Neural networks
Experiments

Learning from experts' experience: Toward automated cyber security data triage

Zhong, C., Yen, J., Liu, P. & Erbacher, R. F., Mar 1 2019, In : IEEE Systems Journal. 13, 1, p. 603-614 12 p., 8360965.

Research output: Contribution to journalArticle

Finite automata
Processing
5 Citations (Scopus)

L-Injection: Toward effective collaborative filtering using uninteresting items

Lee, J., Hwang, W. S., Parc, J., Lee, Y., Kim, S. W. & Lee, D., Jan 1 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 1, p. 3-16 14 p., 7913668.

Research output: Contribution to journalArticle

Collaborative filtering
Singular value decomposition
Recommender systems
Experiments

Machine learning approach to auto-tagging online content for content marketing efficiency: A comparative analysis between methods and content type

Salminen, J., Yoganathan, V., Corporan, J., Jansen, B. J. & Jung, S. G., Aug 1 2019, In : Journal of Business Research. 101, p. 203-217 15 p.

Research output: Contribution to journalArticle

Machine learning
Tagging
Marketing efficiency
Comparative analysis
Tag

Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate

Waqas, A., Salminen, J., Jung, S. G., Almerekhi, H. & Jansen, B. J., Jan 1 2019, In : PloS one. 14, 9, e0222194.

Research output: Contribution to journalArticle

Open Access
Hate
Research
Bullying
Social Media
Publications
social system
Feedback
interaction
Concretes
retirement

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

Bian, Y., Luo, D., Yan, Y., Cheng, W., Wang, W. & Zhang, X., Jan 1 2019, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Data storage equipment

Modeling multi-stage healthcare systems with service interactions under blocking for bed allocation

Wu, X., Li, J. & Chu, C., Nov 1 2019, In : European Journal of Operational Research. 278, 3, p. 927-941 15 p.

Research output: Contribution to journalArticle

Healthcare
Blocking probability
Blocking Probability
Interaction
Modeling
Crime
statistics
offense
community
Social Isolation
1 Citation (Scopus)
privacy
criticism
Values

Notice after notice-and-consent

Susser, D., Jan 1 2019, In : Journal of Information Policy. 9, p. 132-157 26 p.

Research output: Contribution to journalArticle

privacy
criticism
Values
1 Citation (Scopus)

On convergence rates of game theoretic reinforcement learning algorithms

Hu, Z., Zhu, M., Chen, P. & Liu, P., Jun 2019, In : Automatica. 104, p. 90-101 12 p.

Research output: Contribution to journalArticle

Reinforcement learning
Learning algorithms
2 Citations (Scopus)

Opinion dynamics in the presence of increasing agreement pressure

Semonsen, J., Griffin, C., Squicciarini, A. & Rajtmajer, S., Apr 1 2019, In : IEEE Transactions on Cybernetics. 49, 4, p. 1270-1278 9 p., 8291046.

Research output: Contribution to journalArticle

Complex networks

PbFG: Physique-based fuzzy granular modeling for non-invasive blood glucose monitoring

Liu, W., Huang, A., Wang, P. & Chu, C., Sep 1 2019, In : Information Sciences. 497, p. 56-76 21 p.

Research output: Contribution to journalArticle

Glucose
Blood
Monitoring
Modeling
Individual Differences

Privacy in Health Disparity Research

Xu, H. & Zhang, N., Jun 1 2019, In : Medical care. 57, p. S172-S175

Research output: Contribution to journalArticle

Privacy
Health
Research
Public Health
Patient Protection and Affordable Care Act
2 Citations (Scopus)

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

Ye, J., Li, J., Newman, M. G., Adams, Jr., R. & Wang, J., Jan 1 2019, In : IEEE Transactions on Affective Computing. 10, 1, p. 115-128 14 p., 7872458.

Research output: Contribution to journalArticle

Labels
Experiments
Concretes
Testing
Statistical Models

Relational social recommendation: Application to the academic domain

Amal, S., Tsai, C-H., Brusilovsky, P., Kuflik, T. & Minkov, E., Jun 15 2019, In : Expert Systems With Applications. 124, p. 182-195 14 p.

Research output: Contribution to journalArticle

Feedback
Information use
Recommender systems