College of Information Sciences and Technology &ndash; Research Output

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

Experiments

qualitative interview

interpretation

experiment

gender

Consensus and information cascades in game-theoretic imitation dynamics with static and dynamic network topologies

Griffin, C., Rajtmajer, S., Squicciarini, A. & Belmonte, A., Jan 1 2019, In : SIAM Journal on Applied Dynamical Systems. 18, 2, p. 597-628 32 p.

Research output: Contribution to journal › Article

Imitation

Dynamic Networks

Network Topology

Cascade

Topology

3 Citations (Scopus)

Constructing a holistic view of shopping with people with visual impairment: a participatory design approach

Yuan, C. W., Hanrahan, B. V., Lee, S., Rosson, M. B. & Carroll, J. M., Mar 4 2019, In : Universal Access in the Information Society. 18, 1, p. 127-140 14 p.

Research output: Contribution to journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

Collaborative filtering

Singular value decomposition

Recommender systems

Experiments