College of Information Sciences and Technology

Article

Expanding Research Methods for a Realistic Understanding of Personal Visualization

Thudt, A., Lee, B., Choe, E. K. & Carpendale, S., Mar 1 2017, In : IEEE Computer Graphics and Applications. 37, 2, p. 12-18 7 p., 7879100.

Research output: Contribution to journal › Article

Visualization

Research

Data privacy

7 Citations (Scopus)

Experiments with the cascade-correlation algorithm

Yang, J. & Honavar, V., Dec 1 1998, In : Microcomputer Applications. 17, 2, p. 40-46 7 p.

Research output: Contribution to journal › Article

Experiments

Neural networks

Backpropagation algorithms

Pattern recognition

52 Citations (Scopus)

Explaining the IT gender gap: Australian stories for the new millennium

Trauth, E. M., Nielsen, S. H. & Von Hellens, L. A., Aug 20 2003, In : Journal of Research and Practice in Information Technology. 35, 1, p. 7-20 14 p.

Research output: Contribution to journal › Article

Gender gap

IT professionals

Cultural factors

Mentoring

Queensland

13 Citations (Scopus)

Exploiting multiuser diversity in reservation random access

Zhang, N., Vojcic, B., Souryal, M. R. & Larsson, E. G., Sep 1 2006, In : IEEE Transactions on Wireless Communications. 5, 9, p. 2548-2554 7 p., 1687778.

Research output: Contribution to journal › Article

Multiuser Diversity

Random Access

Reservation

Channel Model

Time-varying

35 Citations (Scopus)

Exploiting the humanmachine gap in image recognition for designing CAPTCHAs

Datta, R., Li, J. & Wang, J., Sep 1 2009, In : IEEE Transactions on Information Forensics and Security. 4, 3, p. 504-518 15 p., 4956990.

Research output: Contribution to journal › Article

Image recognition

Image retrieval

Image matching

Signal analysis

Linguistics

4 Citations (Scopus)

Exploration of deep web repositories

Zhang, N. & Das, G., Aug 1 2011, In : Proceedings of the VLDB Endowment. 4, 12, p. 1506-1507 2 p.

Research output: Contribution to journal › Article

Sampling

Processing

81 Citations (Scopus)

Exploring Exploring a Word Processor

Carroll, J., Mack, R. L., Lewis, C. H., Grischkowsky, N. L. & Robertson, S. R., Jan 1 1985, In : Human-Computer Interaction. 1, 3, p. 283-307 25 p.

Research output: Contribution to journal › Article

Problem-Based Learning

Word processing

Word Processing

Learning

Recovery

13 Citations (Scopus)

Exploring hierarchical structures for recommender systems

Wang, S., Tang, J., Wang, Y. & Liu, H., Jun 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 6, p. 1022-1035 14 p.

Research output: Contribution to journal › Article

Recommender systems

Availability

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 journal › Article

Methane

gas well

Groundwater

methane

groundwater

20 Citations (Scopus)

Exploring inconsistencies in genome-wide protein function annotations: A machine learning approach

Andorf, C., Dobbs, D. & Honavar, V., Aug 3 2007, In : BMC bioinformatics. 8, 284.

Research output: Contribution to journal › Article

Molecular Sequence Annotation

Inconsistency

Gene Ontology

Annotation

Learning systems

3 Citations (Scopus)

Exploring Regional Variation in Spatial Language Using Spatially Stratified Web-Sampled Route Direction Documents

Xu, S., Klippel, A., MacEachren, A. M. & Mitra, P., Oct 2 2014, In : Spatial Cognition and Computation. 14, 4, p. 255-283 29 p.

Research output: Contribution to journal › Article

Computational linguistics

Language

Linguistics

Geographic Mapping

Computational Linguistics

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 journal › Article

Recommender systems

1 Citation (Scopus)

Exploring the effects of hardware performance, application design and cognitive demands on user productivity and perceptions

Sears, A. L. & Jacko, J. A., Apr 1 2003, In : Journal of End User Computing. 15, 2, p. 54-74 21 p.

Research output: Contribution to journal › Article

Productivity

Hardware

Navigation

Experiments

Financial incentives

5 Citations (Scopus)

Exploring the situated context of knowledge management in e-government development

Huang, H., Yeo, B. & Trauth, E. M., Jan 1 2006, In : International Journal of Advanced Media and Communication. 1, 2, p. 148-160 13 p.

Research output: Contribution to journal › Article

electronic government

Knowledge management

knowledge management

Industry

30 Citations (Scopus)

Extending distributed GIS to support geo-collaborative crisis management

Cai, G., Jun 2005, In : Geographic Information Sciences. 11, 1, p. 4-14 11 p.

Research output: Contribution to journal › Article

crisis management

Geographic information systems

Decision making

GIS

Groupware

3 Citations (Scopus)

Extending the task-artifact framework with organizational learning

Jiang, H., Carroll, J. & Lee, R., Jan 1 2010, In : Knowledge and Process Management. 17, 1, p. 22-35 14 p.

Research output: Contribution to journal › Article

Social sciences

Human computer interaction

Organizational learning

Organizational level

Human-computer interaction

10 Citations (Scopus)

External to internal search: Associating searching on search engines with searching on sites

Ortiz-Cordova, A., Yang, Y. & Jansen, B. J., Jul 4 2015, In : Information Processing and Management. 51, 5, p. 718-736 19 p.

Research output: Contribution to journal › Article

Search engines

search engine

website

Websites

customer

47 Citations (Scopus)

Extraction, Insertion and Refinement of Symbolic Rules in Dynamically Driven Recurrent Neural Networks

Giles, C. L. & Onilin, C. W., Jan 1 1993, In : Connection Science. 5, 3-4, p. 307-337 31 p.

Research output: Contribution to journal › Article

Recurrent neural networks

Refining

90 Citations (Scopus)

Extraction of rules from discrete-time recurrent neural networks

Omlin, C. W. & Giles, C. L., Jan 1 1996, In : Neural Networks. 9, 1, p. 41-52 12 p.

Research output: Contribution to journal › Article

Recurrent neural networks

Finite automata

Cluster Analysis

Formal languages

Language

23 Citations (Scopus)

Facebook apps and tagging: The trade-off between personal privacy and engaging with friends

Wisniewski, P., Xu, H., Lipford, H. & Bello-Ogunu, E., Sep 1 2015, In : Journal of the Association for Information Science and Technology. 66, 9, p. 1883-1896 14 p.

Research output: Contribution to journal › Article

facebook

Application programs

privacy

Behavioral research

behavioral research

1273 Citations (Scopus)

Face recognition: A convolutional neural-network approach

Lawrence, S., Giles, C. L., Tsoi, A. C. & Back, A. D., Jan 1 1997, In : IEEE Transactions on Neural Networks. 8, 1, p. 98-113 16 p.

Research output: Contribution to journal › Article

Face recognition

Self organizing maps

Neural networks

Multilayer neural networks

Invariance

4 Citations (Scopus)

Facilitating Time Critical Information Seeking in Social Media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Oct 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2197-2209 13 p., 7919259.

Research output: Contribution to journal › Article

Learning algorithms

Availability

Experiments

5 Citations (Scopus)

Factors influencing the adoption of wireless technologies on campus

Chu, C. H. & Lin, H. H., Jan 1 2006, In : International Journal of Mobile Communications. 4, 3, p. 291-308 18 p.

Research output: Contribution to journal › Article

Planning

Communication

65 Citations (Scopus)

Factors relating to the decision to click on a sponsored link

Jansen, B. J., Brown, A. & Resnick, M., Nov 1 2007, In : Decision Support Systems. 44, 1, p. 46-59 14 p.

Research output: Contribution to journal › Article

Search Engine

Search engines

Fast discrete distribution clustering using wasserstein barycenter with sparse support

Ye, J., Wu, P., Wang, J. Z. & Li, J., May 1 2017, In : IEEE Transactions on Signal Processing. 65, 9, p. 2317-2332 16 p., 7833204.

Research output: Contribution to journal › Article

Convergence of numerical methods

Computational efficiency

Scalability

Costs

Experiments

5 Citations (Scopus)

Faster random walks by rewiring online social networks on-the-fly

Zhou, Z., Zhang, N., Das, G. & Gong, Z., Jan 2016, In : ACM Transactions on Database Systems. 40, 4, 26.

Research output: Contribution to journal › Article

Topology

Sampling

Markov processes

Interfaces (computer)

Monte Carlo methods

7 Citations (Scopus)

FastRNABindR: Fast and accurate prediction of protein-RNA interface residues

El-Manzalawy, Y., Abbas, M., Malluhi, Q. & Honavar, V., Jul 1 2016, In : PloS one. 11, 7, e0158445.

Research output: Contribution to journal › Article

RNA

prediction

Position-Specific Scoring Matrices

Proteins

amino acid sequences

217 Citations (Scopus)

Fast ℓ₁-minimization algorithms for robust face recognition

Yang, A. Y., Zhou, Z., Balasubramanian, A. G., Sastry, S. S. & Ma, Y., Jun 21 2013, In : IEEE Transactions on Image Processing. 22, 8, p. 3234-3246 13 p., 6514938.

Research output: Contribution to journal › Article

Face recognition

Scalability

Convex optimization

Message passing

Linear systems

7 Citations (Scopus)

Fault reconnaissance agent for sensor networks

Shakshuki, E. M., Xing, X. & Sheltami, T. R., 2010, In : Mobile Information Systems. 6, 3, p. 229-247 19 p.

Research output: Contribution to journal › Article

Intelligent agents

Sensor networks

Sensor nodes

Inference engines

Testbeds

18 Citations (Scopus)

Feature selection in AVHRR ocean satellite images by means of filter methods

Piedra-Fernández, J. A., Cantón-Garbín, M. & Wang, J. Z., Dec 1 2010, In : IEEE Transactions on Geoscience and Remote Sensing. 48, 12, p. 4193-4203 11 p., 5508399.

Research output: Contribution to journal › Article

Advanced very high resolution radiometers (AVHRR)

AVHRR

Feature extraction

Satellites

filter

638 Citations (Scopus)

Feature subset selection using genetic algorithm

Yang, J. & Honavar, V., Mar 1 1998, In : IEEE Intelligent Systems and Their Applications. 13, 2, p. 44-48 5 p.

Research output: Contribution to journal › Article

Set theory

Pattern recognition

Data mining

Genetic algorithms

Costs

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

49 Citations (Scopus)

Finding influential users of online health communities: a new metric based on sentiment influence.

Zhao, K., Yen, J., Greer, G., Qiu, B., Mitra, P. & Portier, K., Oct 2014, In : Journal of the American Medical Informatics Association : JAMIA. 21, e2, p. e212-218

Research output: Contribution to journal › Article

Health

Licensure

Research

Data Mining

Insurance Benefits

Finding susceptible and protective interaction patterns in large-scale genetic association study

Li, Y., Zhao, Y., Wang, G., Zhu, X., Zhang, X., Wang, Z. & Pang, J., Jun 1 2017, In : Frontiers of Computer Science. 11, 3, p. 541-554 14 p.

Research output: Contribution to journal › Article

Genetic Association

Interaction

Single nucleotide Polymorphism

Nucleotides

Polymorphism

46 Citations (Scopus)

First-Order Versus Second-Order Single-Layer Recurrent Neural Networks

Goudreau, M. W., Giles, C. L., Chakradhar, S. T. & Chen, D., Jan 1 1994, In : IEEE Transactions on Neural Networks. 5, 3, p. 511-513 3 p.

Research output: Contribution to journal › Article

Recurrent neural networks

Neurons

3 Citations (Scopus)

Fitting a model to behavior reveals what changes cognitively when under stress and with caffeine

Kase, S. E., Ritter, F. E., Bennett, J. M., Klein, L. & Schoelles, M., Oct 1 2017, In : Biologically Inspired Cognitive Architectures. 22, p. 1-9 9 p.

Research output: Contribution to journal › Article

Caffeine

Parallel algorithms

Genetic algorithms

Moderators

Individuality

20 Citations (Scopus)

Fitting information systems to collaborating design teams

Citera, M., McNeese, M. D., Brown, C. E., Selvaraj, J. A., Zaff, B. S. & Whitaker, R. D., Aug 1995, In : Journal of the American Society for Information Science. 46, 7, p. 551-559 9 p.

Research output: Contribution to journal › Article

information system

Information systems

information technology

Information technology

air force

252 Citations (Scopus)

Five reasons for scenario-based design

Carroll, J. M., Sep 2000, In : Interacting with Computers. 13, 1, p. 43-60 18 p.

Research output: Contribution to journal › Article

Computer applications

Fluidity

Human computer interaction

Information technology

Computer systems

124 Citations (Scopus)

Flexible Collaboration Transparency: Supporting Worker Independence in Replicated Application-Sharing Systems

Begole, J., Beth, M. & Shaffer, C. A., Jun 1 1999, In : ACM Transactions on Computer-Human Interaction. 6, 2, p. 95-132 38 p.

Research output: Contribution to journal › Article

Transparency

Groupware

User interfaces

14 Citations (Scopus)

Flexible process compliance with semantic constraints using mixed-integer programming

Kumar, A., Yao, W. & Chu, C. H., Jun 1 2013, In : INFORMS Journal on Computing. 25, 3, p. 543-559 17 p.

Research output: Contribution to journal › Article

Integer programming

Semantics

Syntactics

Process design

Industry

Formal definitions of Web information search

Yan, S., Giles, C. L. & Jansen, B. J., Dec 1 2006, In : Proceedings of the ASIST Annual Meeting. 43

Research output: Contribution to journal › Article

World Wide Web

Information retrieval

information retrieval

Search engines

search engine

16 Citations (Scopus)

Fostering an informal learning community of computer technologies at school

Xiao, L. & Carroll, J. M., Jan 1 2007, In : Behaviour and Information Technology. 26, 1, p. 23-36 14 p.

Research output: Contribution to journal › Article

Foster Home Care

informal learning

Learning

Technology

Students

10 Citations (Scopus)

Foster the 'mores', counter the 'limits'

Gui, X. & Nardi, B., Jan 1 2015, In : First Monday. 20, 8, p. 1 1 p.

Research output: Contribution to journal › Article

town

organization

China

7 Citations (Scopus)

Four requirements for digital case study libraries

Jiang, H., Ganoe, C. & Carroll, J., Jan 1 2010, In : Education and Information Technologies. 15, 3, p. 219-236 18 p.

Research output: Contribution to journal › Article

learning

developmental psychology

community

education

engineering

24 Citations (Scopus)

Framework for measuring the interoperability of geo-ontologies

Fonseca, F., Câmara, G. & Monteiro, A. M., Dec 1 2006, In : Spatial Cognition and Computation. 6, 4, p. 309-331 23 p.

Research output: Contribution to journal › Article

Physical Phenomena

Geographic Information Systems

Interoperability

Ontology

metadata

62 Citations (Scopus)

Framework for the semantic web: an RDF tutorial

Decker, S., Mitra, P. & Melnik, S., Jan 1 2000, In : IEEE Internet Computing. 4, 6, p. 68-73 6 p.

Research output: Contribution to journal › Article

Electronic data interchange

Semantic Web

Semantics

11 Citations (Scopus)

Framework for usability: Healthcare professionals and the Internet

Jacko, J. A., Sears, A. L. & Sorensen, S. J., Sep 15 2001, In : Ergonomics. 44, 11, p. 989-1007 19 p.

Research output: Contribution to journal › Article

Internet

Delivery of Health Care

World Wide Web

Gages

Information retrieval

14 Citations (Scopus)

Frameworks for sharing teaching practices

Carroll, J. M., Rosson, M. B., Dunlap, D. & Isenhour, P., Sep 5 2005, In : Educational Technology and Society. 8, 3, p. 162-175 14 p.

Research output: Contribution to journal › Article

Knowledge management

knowledge management

teaching practice

Teaching

everyday experience

24 Citations (Scopus)

Fresnel reflection and transmission at a planar boundary from media of equal refractive indices

Giles, C. L. & Wild, W. J., Dec 1 1982, In : Applied Physics Letters. 40, 3, p. 210-212 3 p.

Research output: Contribution to journal › Article

refractivity

electromagnetic radiation

incidence

magnetic permeability

6 Citations (Scopus)

From 2,772 segments to five personas: Summarizing a diverse online audience by generating culturally adapted personas

Salminen, J., Şengün, S., Kwak, H., Jansen, B., An, J., Jung, S. G., Vieweg, S. & Harrell, D. F., Jun 1 2018, In : First Monday. 23, 6, 1.

Research output: Contribution to journal › Article