College of Information Sciences and Technology

  • United States

Research Output 1976 2020

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Article
2020
Robots
Information science
Computer science
Statistical methods
Robotics

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
Classifiers
Support vector machines
Logistics
Neural networks
Experiments

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

Motor Skills
Appointments and Schedules
Learning
Simulation Training
Laparoscopy

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., Jan 1 2020, In : Bioinformatics (Oxford, England). 36, 1, p. 112-121 10 p.

Research output: Contribution to journalArticle

Open Access
Docking
Scoring
Conformation
kernel
Proteins

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 2020, In : Automatica. 111, 108588.

Research output: Contribution to journalArticle

State estimation
Error analysis
Nonlinear systems
Stochastic systems
Covariance matrix

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

Human computer interaction
Websites
Health

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)

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

Information systems
2019
5 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
1 Citation (Scopus)

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 hybrid self-attention deep learning framework for multivariate sleep stage classification

Yuan, Y., Jia, K., Ma, F., Xun, G., Wang, Y., Su, L. & Zhang, A., Dec 2 2019, In : BMC bioinformatics. 20, 586.

Research output: Contribution to journalArticle

Open Access
Polysomnography
Sleep Stages
Sleep
Learning
Biological Phenomena

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. Z., 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 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. M., 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

Beyond remote control: Exploring natural gesture inputs for smart TV systems

Wu, H., Yang, L., Fu, S. & Zhang, X. L., Jan 1 2019, In : Journal of Ambient Intelligence and Smart Environments. 11, 4, p. 335-354 20 p.

Research output: Contribution to journalArticle

Remote control
Television
Air

Biomarker discovery in inflammatory bowel diseases using network-based feature selection

Abbas, M., Matta, J., Le, T., Bensmail, H., Obafemi-Ajayi, T., Honavar, V. & EL-Manzalawy, Y., Jan 1 2019, In : PloS one. 14, 11, e0225382.

Research output: Contribution to journalArticle

Open Access
inflammatory bowel disease
Biomarkers
Inflammatory Bowel Diseases
Feature extraction
biomarkers
1 Citation (Scopus)

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., 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

Capturing the change in topical interests of personas over time

Jansen, B. J., Jung, S. G. & Salminen, J., Jan 1 2019, In : Proceedings of the Association for Information Science and Technology. 56, 1, p. 127-136 10 p.

Research output: Contribution to journalArticle

Automation
Fluids
automation
data analysis
time

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
5 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 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
4 Citations (Scopus)

Content Matters: How Online Language Content Gives Rise to Digital Divides

Grace, R., Stratton, C. & Fonseca, F., Oct 1 2019, In : Social Science Quarterly. 100, 6, p. 1999-2016 18 p.

Research output: Contribution to journalArticle

digital divide
language
language course
Internet
content analysis
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. Z., May 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
4 Citations (Scopus)

Cyber-human systems of thought and understanding

Fonseca, F., Marcinkowski, M. & Davis, C., Apr 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. Z., Jun 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 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
2 Citations (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
2 Citations (Scopus)

Exploring How to Use Groundwater Chemistry to Identify Migration of Methane near Shale Gas Wells in the Appalachian Basin

Wen, T., Woda, J., Marcon, V., Niu, X., Li, Z. & Brantley, S. L., Aug 6 2019, In : Environmental Science and Technology. 53, 15, p. 9317-9327 11 p.

Research output: Contribution to journalArticle

Methane
gas well
Groundwater
methane
groundwater
3 Citations (Scopus)

Exploring social recommendations with visual diversity-promoting interfaces

Tsai, C. H. & Brusilovsky, P., Oct 2019, In : ACM Transactions on Interactive Intelligent Systems. 10, 1, 5.

Research output: Contribution to journalArticle

Recommender systems

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
6 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
4 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 2019, In : IEEE Systems Journal. 13, 1, p. 603-614 12 p., 8360965.

Research output: Contribution to journalArticle

Finite automata
Processing
7 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
spectator
performance
audience participation
center-periphery
metaphor