College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2017
17 Citations (Scopus)

A Multi-Task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks

Suo, Q., Ma, F., Canino, G., Gao, J., Zhang, A., Veltri, P. & Agostino, G., Jan 1 2017, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017, p. 1665-1674 10 p.

Research output: Contribution to journalArticle

Electronic Health Records
Health
Health Status
Delivery of Health Care
Research
4 Citations (Scopus)

An Empirical Study on the Interaction Capability of Arm Stretching

Tian, F., Lyu, F., Zhang, X. L., Ren, X. & Wang, H., Jul 3 2017, In : International Journal of Human-Computer Interaction. 33, 7, p. 565-575 11 p.

Research output: Contribution to journalArticle

Stretching
Feedback
interaction
popularity
Law
11 Citations (Scopus)

An exploratory study on mobile banking adoption in Indian metropolitan and urban areas: a scenario-based experiment

Gupta, S., Yun, H., Xu, H. & Kim, H. W., Jan 2 2017, In : Information Technology for Development. 23, 1, p. 127-152 26 p.

Research output: Contribution to journalArticle

banking
metropolitan area
agglomeration area
urban area
scenario

An eyes and hands model for cognitive architectures to interact with user interfaces

Tehranchi, F. & Ritter, F. E., Jan 1 2017, p. 15-20. 6 p.

Research output: Contribution to conferencePaper

User interfaces
Human computer interaction
Interfaces (computer)
File editors
Hooks
3 Citations (Scopus)

An interactive and interpretable interface for diversity in recommender systems

Tsai, C-H., Mar 7 2017, IUI 2017 - Companion of the 22nd International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 225-228 4 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

Recommender systems
Visualization
3 Citations (Scopus)

An Ultimatum Game Model for the Evolution of Privacy in Jointly Managed Content

Rajtmajer, S., Squicciarini, A., Such, J. M., Semonsen, J. & Belmonte, A., Jan 1 2017, Decision and Game Theory for Security - 8th International Conference, GameSec 2017, Proceedings. Kiekintveld, C., Schauer, S., An, B., Rass, S. & Fang, F. (eds.). Springer Verlag, p. 112-130 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10575 LNCS).

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

Access control
Privacy
Internet
Game
Sharing
4 Citations (Scopus)

Application-specific digital forensics investigative model in internet of things (IoT)

Zia, T., Liu, P. & Han, W., Aug 29 2017, ARES 2017 - Proceedings of the 12th International Conference on Availability, Reliability and Security. Association for Computing Machinery, a55. (ACM International Conference Proceeding Series; vol. Part F130521).

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

Internet of things
Digital forensics
Acoustic waves
Industry
1 Citation (Scopus)

A Privacy-Preserving Framework for Rank Inference

Gao, Y., Yan, T. & Zhang, N., Dec 4 2017, Proceedings - 2017 IEEE Symposium on Privacy-Aware Computing, PAC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 180-181 2 p.

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

Websites
Visibility
World Wide Web
10 Citations (Scopus)

A research agenda for social inclusion in information systems

Trauth, E., May 1 2017, In : Data Base for Advances in Information Systems. 48, 2, p. 9-20 12 p.

Research output: Contribution to journalArticle

Information systems
Information technology
Social inclusion
Research agenda
Students
2 Citations (Scopus)

A segmentation method for lung nodule image sequences based on superpixels and density-based spatial clustering of applications with noise

Zhang, W., Zhang, X., Zhao, J., Qiang, Y., Tian, Q. & Tang, X., Sep 1 2017, In : PloS one. 12, 9, e0184290.

Research output: Contribution to journalArticle

Cluster Analysis
Noise
lungs
Lung
Clustering algorithms

A simulated annealing based inexact oracle for wasserstein loss minimization

Ye, J., Wang, J. & Li, J., Jan 1 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 6005-6017 13 p. (34th International Conference on Machine Learning, ICML 2017; vol. 8).

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

Simulated annealing
Convergence of numerical methods
Factorization
Entropy
Costs
2 Citations (Scopus)
Taxonomies
taxonomy
Syntactics
predictive model
research results

A standard model of the mind needs a body

Dancy, C. L. & Ritter, F. E., Jan 1 2017, FS-17-01: Artificial Intelligence for Human-Robot Interaction; FS-17-02: Cognitive Assistance in Government and Public Sector Applications; FS-17-03: Deep Models and Artificial Intelligence for Military Applications: Potentials, Theories, Practices, Tools and Risks; FS-17-04: Human-Agent Groups: Studies, Algorithms and Challenges; FS-17-05: A Standard Model of the Mind. AI Access Foundation, Vol. FS-17-01 - FS-17-05. p. 316-320 5 p.

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

Brain
2 Citations (Scopus)

A supervised learning approach to entity matching between scholarly big datasets

Wu, J., Sefid, A., Ge, A. C. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 41. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

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

Supervised learning
Metadata
Search engines
Digital libraries
Bibliographies
414 Citations (Scopus)

A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications

Lin, J., Yu, W., Zhang, N., Yang, X., Zhang, H. & Zhao, W., Oct 1 2017, In : IEEE Internet of Things Journal. 4, 5, p. 1125-1142 18 p., 7879243.

Research output: Contribution to journalArticle

Fog
Internet of things
Quality of service
2 Citations (Scopus)

Attack-resilient estimation of switched nonlinear cyber-physical systems

Kim, H., Guo, P., Zhu, M. & Liu, P., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4328-4333 6 p. 7963621. (Proceedings of the American Control Conference).

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

Convergence of numerical methods
Random processes
Error analysis
Nonlinear systems
Cyber Physical System
13 Citations (Scopus)

Attributed signed network embedding

Wang, S., Aggarwal, C., Tang, J. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 137-146 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

Node
Social networks
Prediction
Clustering
Network structure

Automated Analysis of Privacy Requirements for Mobile Apps

Zimmeck, S., Wang, Z., Zou, L., Iyengar, R., Liu, B., Schaub, F., Wilson, S., Sadeh, N., Bellovin, S. M. & Reidenberg, J., 2017, Proceedings 2017 Network and Distributed System Security Symposium. Reston, VA: Korea Society of Internet Information, (Proceedings 2017 Network and Distributed System Security Symposium).

Research output: Chapter in Book/Report/Conference proceedingChapter

Application programs
Learning systems
Positive ions

Automated emergence of a crisis situation model in crisis response based on tweets

Montarnal, A., Halse, S., Tapia, A. H., Truptil, S. & Benaben, F., Jan 1 2017, IFIP Advances in Information and Communication Technology. Afsarmanesh, H., Fornasiero, R. & Camarinha-Matos, L. M. (eds.). Springer New York LLC, p. 658-665 8 p. (IFIP Advances in Information and Communication Technology; vol. 506).

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

Crisis response
Social media
Metamodel
Twitter
4 Citations (Scopus)

Automated medical diagnosis by ranking clusters across the symptom-disease network

Ni, J., Fei, H., Fan, W. & Zhang, X., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1009-1014 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).

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

Data recording
3 Citations (Scopus)

Automatic knowledge base construction from scholarly documents

Al-Zaidy, R. A. & Giles, C. L., Aug 31 2017, DocEng 2017 - Proceedings of the 2017 ACM Symposium on Document Engineering. Association for Computing Machinery, Inc, p. 149-152 4 p.

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

Taxonomies
Search engines
Availability

A Web of Fitness "Things": An Exploration of Social Impacts & Vulnerable Populations

Booth, K. M., Eikey, E. V. & Trauth, E. M., Feb 8 2017, Managing the Web of Things: Linking the Real World to the Web. Elsevier Inc., p. 425-447 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Health
Nutrition
Internet of things
2 Citations (Scopus)

Backdoor attacks against learning systems

Ji, Y., Zhang, X. & Wang, T., Dec 19 2017, 2017 IEEE Conference on Communications and Network Security, CNS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-9 9 p. (2017 IEEE Conference on Communications and Network Security, CNS 2017; vol. 2017-January).

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

Learning systems
Standardization
Skin
Screening
Industry
1 Citation (Scopus)

Beyond saliency: Assessing visual balance with high-level cues

Kandemir, B., Zhou, Z., Li, J. & Wang, J., Oct 23 2017, Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017. Association for Computing Machinery, Inc, p. 26-34 9 p.

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

Saliency
Chemical analysis
Saliency Map
Photography
Linear regression
7 Downloads (Pure)

Big Data, Data Science, and Civil Rights

Barocas, S., Bradley, E., Honavar, V. & Provost, F., Jun 9 2017, Computing Community Consortium.

Research output: Book/ReportCommissioned report

File
1 Citation (Scopus)

Binary code retrofiting and hardening using SGX

Wang, S., Wang, W., Bao, Q., Wang, P., Wang, X. F. & Wu, D., Nov 3 2017, FEAST 2017 - Proceedings of the 2017 Workshop on Forming an Ecosystem Around Software Transformation, co-located with CCS 2017. Association for Computing Machinery, Inc, p. 43-49 7 p. (FEAST 2017 - Proceedings of the 2017 Workshop on Forming an Ecosystem Around Software Transformation, co-located with CCS 2017).

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

Binary codes
Hardening
Cryptography
Semantics
Data storage equipment
6 Citations (Scopus)

Black men in IT: Theorizing an autoethnography of a black man's journey into IT within the United States of America

Curtis, C. & Trauth, E. M., May 1 2017, In : Data Base for Advances in Information Systems. 48, 2, p. 35-51 17 p.

Research output: Contribution to journalArticle

Information technology
Autoethnography
Theorizing
Information systems
Education
1 Citation (Scopus)
Human Engineering
Psychology
Research

Challenges in providing automatic affective feedback in instant messaging applications

Huang, C. Y., Huang, K. & Ku, L. W., Jan 1 2017, SS-17-01: Artificial Intelligene for the Social Good; SS-17-02: Computational Construction Grammar and Natural Language Understanding; SS-17-03: Computational Context: Why It's Important, What It Means, and Can It Be Computed?; SS-17-04: Designing the User Experience of Machine Learning Systems; SS-17-05: Interactive Multisensory Object Perception for Embodied Agents; SS-17-06: Learning from Observation of Humans; SS-17-07: Science of Intelligence: Computational Principles of Natural and Artificial Intelligence; SS-17-08: Wellbeing AI: From Machine Learning to Subjectivity Oriented Computing. AI Access Foundation, p. 382-388 7 p. (AAAI Spring Symposium - Technical Report; vol. SS-17-01 - SS-17-08).

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

Feedback
Smartphones
Communication
3 Citations (Scopus)

Circadian computing: Sensing, modeling, and maintaining biological rhythms

Abdullah, S., Murnane, E. L., Matthews, M. & Choudhury, T., Jul 12 2017, Mobile Health: Sensors, Analytic Methods, and Applications. Springer International Publishing, p. 35-58 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Periodicity
Mental Health
Technology
Biological Phenomena
Physiology
15 Citations (Scopus)

CLARE: A joint approach to label classification and tag recommendation

Wang, Y., Wang, S., Tang, J., Qi, G., Liu, H. & Li, B., Jan 1 2017, p. 210-216. 7 p.

Research output: Contribution to conferencePaper

Labels
Stadiums
Electric fuses
Beaches
Coastal zones
1 Citation (Scopus)

Cognitive systems engineering: An integrative living laboratory framework

McNeese, M. D. & Forster, P. K., Jan 1 2017, CRC Press. 392 p.

Research output: Book/ReportBook

Cognitive systems
Human engineering
Systems engineering
Human computer interaction
Ecosystems
3 Citations (Scopus)

Combining hidden Markov model and fuzzy neural network for continuous recognition of complex dynamic gestures

Wu, H., Wang, J. & Zhang, X., Oct 1 2017, In : Visual Computer. 33, 10, p. 1265-1278 14 p.

Research output: Contribution to journalArticle

Fuzzy neural networks
Hidden Markov models
Fuzzy inference
Interactive television
Digital television
4 Citations (Scopus)

Community building with co-located social media: A field experiment with syrian refugees

Xu, Y., Holzer, A., Maitland, C. F. & Gillet, D., Nov 16 2017, Proceedings of the 9th International Conference on Information and Communication Technologies and Development, ICTD 2017. Association for Computing Machinery, 3136580. (ACM International Conference Proceeding Series; vol. Part F132087).

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

Experiments
Application programs
Printed circuit boards
Servers
Internet

Community issue review: Crystallizing knowledge for encouraging civic engagement

Sun, F. & Cai, G., Jun 7 2017, DG.O 2017 - Proceedings of the 18th Annual International Conference on Digital Government Research: Innovations and Transformations in Government. Hinnant, C. C. & Ojo, A. (eds.). Association for Computing Machinery, p. 260-269 10 p. (ACM International Conference Proceeding Series; vol. Part F128275).

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

Decision theory
Crystallization
Decision making
Concretes
Feedback
4 Citations (Scopus)

Composite software diversification

Wang, S., Wang, P. & Wu, D., Nov 2 2017, Proceedings - 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017. Institute of Electrical and Electronics Engineers Inc., p. 284-294 11 p. 8094429. (Proceedings - 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017).

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

Composite materials
Chemical analysis
Costs
6 Citations (Scopus)

Computational advertising: A paradigm shift for advertising and marketing?

Yang, Y., Yang, Y., Jansen, B. J. & Lalmas, M., May 1 2017, In : IEEE Intelligent Systems. 32, 3, p. 3-6 4 p., 7933928.

Research output: Contribution to journalEditorial

1 Citation (Scopus)

Computer-aided human centric cyber situation awareness

Albanese, M., Cooke, N., Coty, G., Hall, D., Healey, C., Jajodia, S., Liu, P., McNeese, M. D., Ning, P., Reeves, D., Subrahmanian, V. S., Wang, C. & Yen, J., Jan 1 2017, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 3-25 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10030).

Research output: Chapter in Book/Report/Conference proceedingChapter

Situation Awareness
Situational Awareness
Human
4 Citations (Scopus)

Conceptual data sampling for breast cancer histology image classification

Rezk, E., Awan, Z., Islam, F., Jaoua, A., Al Maadeed, S., Zhang, N., Das, G. & Rajpoot, N., Oct 1 2017, In : Computers in Biology and Medicine. 89, p. 59-67 9 p.

Research output: Contribution to journalArticle

Histology
Image classification
Breast Neoplasms
Sampling
Sample Size
2 Citations (Scopus)

Connection enablers in online learning community: From informative online personae to meaningful social space

Sun, N. & Rosson, M. B., Feb 25 2017, CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, Inc, p. 315-318 4 p. (CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing).

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

Students
Educational technology
Visibility
Visualization

Consensus on social graphs under increasing peer pressure

Semonsen, J., Griffin, C., Squicciarini, A. & Rajtmajer, S., Jan 1 2017, 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017. Durfee, E., Winikoff, M., Larson, K. & Das, S. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1731-1732 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

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

Chemical analysis
3 Citations (Scopus)

Conspiracy talk on social media: Collective sensemaking during a public health crisis

Kou, Y., Gui, X., Chen, Y. & Pine, K. H., Nov 1 2017, In : Proceedings of the ACM on Human-Computer Interaction. 1, CSCW, 61.

Research output: Contribution to journalArticle

Public health
social media
public health
Viruses
Health
8 Citations (Scopus)

Contextual spatial outlier detection with metric learning

Zheng, G., Brantley, S. L., Lauvaux, T. C. Y. & Li, Z., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2161-2170 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

Hydraulic fracturing
Well stimulation
Water wells
Leakage (fluid)
Global warming
7 Citations (Scopus)

Conversing and searching: the causal relationship between social media and web search

Mukherjee, P. & Jansen, B. J., Jan 1 2017, In : Internet Research. 27, 5, p. 1209-1226 18 p.

Research output: Contribution to journalArticle

social media
Marketing
twitter
Search engines
causality
4 Citations (Scopus)

Conversion potential: a metric for evaluating search engine advertising performance

Jansen, B. J. & Clarke, T. B., Jan 1 2017, In : Journal of Research in Interactive Marketing. 11, 2, p. 142-159 18 p.

Research output: Contribution to journalArticle

Search engine
Factors
Advertising campaign
Retail sector
Key words
2 Citations (Scopus)

Coordinating community cooperation: Integrating timebanks and nonprofit volunteering by design

Carroll, J., Shih, P. C., Han, K. & Kropczynski, J., Jan 1 2017, In : International Journal of Design. 11, 1, p. 51-63 13 p.

Research output: Contribution to journalArticle

Mockups
Paradigm
Volunteering
Information infrastructure
Integrated
4 Citations (Scopus)
Methane
gas well
Groundwater
methane
groundwater
1 Citation (Scopus)

Critical Thinker: Supporting Collaborative Argumentation with Structure and Awareness

Sun, N., Yuan, C. W., Rosson, M. B., Wu, Y. & Carroll, J., Aug 3 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Institute of Electrical and Electronics Engineers Inc., p. 406-410 5 p. 8001818

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

argumentation
dialectics
dyad
small group
discourse
1 Citation (Scopus)

Critical thinking in collaboration: Talk less, perceive more

Sun, N., Yuan, C. W., Rosson, M. B., Yu, W. & Carroll, J., May 6 2017, CHI 2017 Extended Abstracts - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, p. 2944-2950 7 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. Part F127655).

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

Synchronization
Scaffolds
5 Citations (Scopus)

Cross-network clustering and cluster ranking for medical diagnosis

Ni, J., Fei, H., Fan, W. & Zhang, X., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 163-166 4 p. 7929961. (Proceedings - International Conference on Data Engineering).

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

Data mining