College of Information Sciences and Technology

  • United States

Research Output 1976 2020

1995
1 Citation (Scopus)

What NARX networks can compute

Horne, B. G., Siegelmann, H. T. & Lee Giles, C., Jan 1 1995, SOFSEM 1995: Theory and Practice of Informatics - 22nd Seminar on Current Trends in Theory and Practice of Informatics, Proceedings. Staudek, J., Bartosek, M. & Wiedermann, J. (eds.). Springer Verlag, p. 95-102 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1012).

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

Recurrent neural networks
Feedback
Turing
Recurrent Neural Networks
Recurrence
1996
5 Citations (Scopus)

Analysis of utility-theoretic heuristics for intelligent adaptive network routing

Mikler, A. R., Honavar, V. & Wong, J. S. K., 1996, Proceedings of the National Conference on Artificial Intelligence. Anon (ed.). AAAI, Vol. 1. p. 96-101 6 p.

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

Network routing
Telecommunication networks
Dynamic loads
Topology
60 Citations (Scopus)

An analysis of noise in recurrent neural networks: Convergence and generalization

Jim, K. C., Giles, C. L. & Horne, B. G., Dec 1 1996, In : IEEE Transactions on Neural Networks. 7, 6, p. 1424-1438 15 p.

Research output: Contribution to journalArticle

Recurrent neural networks
Recurrent Neural Networks
Term
Grammar
Additive noise
2 Citations (Scopus)

An effective tool for learning the visual effects of rendering algorithms

Wolfe, R. & Sears, A. L., Jan 1 1996, Computer Graphics (ACM), 30, 3, p. 54-55 2 p.

Research output: Contribution to specialist publicationArticle

Students
Computer science
12 Citations (Scopus)

An incremental interactive algorithm for regular grammar inference

Parekh, R. & Honavar, V., Jan 1 1996, Grammatical Inference: Learning Syntax from Sentences - 3rd International Colloquium, ICGI-1996, Proceedings. de la Higuera, C. & Miclet, L. (eds.). Springer Verlag, p. 238-249 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1147).

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

Finite automata
Grammar
Finite State Automata
Query
Strings
24 Citations (Scopus)

Becoming social: Expanding scenario-based approaches in HCI

Carroll, J. M., Jan 1 1996, In : Behaviour and Information Technology. 15, 4, p. 266-275 10 p.

Research output: Contribution to journalArticle

Human computer interaction
Learning
scenario
cause
interaction
6 Citations (Scopus)

Can recurrent neural networks learn natural language grammars?

Lawrence, S., Giles, C. L. & Fong, S., 1996, IEEE International Conference on Neural Networks - Conference Proceedings. IEEE, Vol. 4. p. 1853-1858 6 p.

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

Recurrent neural networks
Linguistics
Dynamical systems
7 Citations (Scopus)
systems research
Human engineering
Teleconferencing
Groupware
transaction
3 Citations (Scopus)

Comprehensive cognitive engineering process for human-information systems

McNeese, M. D., 1996, Proceedings of the Annual Symposium on Human Interaction with Complex Systems, HICS. IEEE, p. 260-267 8 p.

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

Information systems
Groupware
Ubiquitous computing
Human engineering
Virtual reality
93 Citations (Scopus)

Constructing deterministic finite-state automata in recurrent neural networks

Omlin, C. W. & Giles, C. L., Nov 1996, In : Journal of the ACM. 43, 6, p. 937-972 36 p.

Research output: Contribution to journalArticle

Recurrent neural networks
Finite automata
Neural networks
Neurons
Topology

Constructive neural network learning algorithms

Parekh, R., Yang, J. & Honavar, V., 1996, Proceedings of the National Conference on Artificial Intelligence. Anon (ed.). AAAI, Vol. 2. p. 1398 1 p.

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

Learning algorithms
Neural networks
Network architecture
Neurons
Pattern recognition
18 Citations (Scopus)

Convolutional neural networks for face recognition

Lawrence, S., Lee Giles, C. & Tsoi, A. C., Jan 1 1996, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 217-222 6 p.

Research output: Contribution to journalConference article

Face recognition
Neural networks
Self organizing maps
Invariance
Image sampling
1 Citation (Scopus)

Correctness, efficiency, extendability and maintainability in neural network simulation

Lawrence, S., Tsoi, A. C. & Lee Giles, C., 1996, IEEE International Conference on Neural Networks - Conference Proceedings. IEEE, Vol. 1. p. 474-479 6 p.

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

Maintainability
Simulators
Neural networks
Object oriented programming
Visualization
107 Citations (Scopus)

Developing the Blacksburg Electronic Village

Carroll, J. & Rosson, M. B., Jan 1 1996, In : Communications of the ACM. 39, 12, p. 69-74 6 p.

Research output: Contribution to journalArticle

Internet
32 Citations (Scopus)

Encountering others: Reciprocal openings in participatory design and user-centered design

Carroll, J. M., Jan 1 1996, In : Human-Computer Interaction. 11, 3, p. 285-290 6 p.

Research output: Contribution to journalArticle

User centered design

Experiments in evolutionary synthesis of robotic neurocontrollers

Balakrishnan, K. & Honavar, V., 1996, Proceedings of the National Conference on Artificial Intelligence. Anon (ed.). AAAI, Vol. 2. p. 1378 1 p.

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

Robotics
Robots
Evolutionary algorithms
Experiments
Control systems
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 journalArticle

Recurrent neural networks
Finite automata
Cluster Analysis
Formal languages
Language
1 Citation (Scopus)

Fuzzy multiobjective linear programming model for manufacturing cell formation

Tsai, C. C. & Chu, C. H., 1996, Proceedings - Annual Meeting of the Decision Sciences Institute. Anon (ed.). Decis Sci Inst, Vol. 3. p. 1270-1272 3 p.

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

Cellular manufacturing
Mathematical programming
Linear programming
Productivity
Throughput
9 Citations (Scopus)

Human factors in programming and software development

Rosson, M. B., Mar 1996, In : ACM Computing Surveys. 28, 1, p. 192-195 4 p.

Research output: Contribution to journalArticle

Human Factors
Human engineering
Computer programming
Software Development
Software engineering
1 Citation (Scopus)

Incremental interactive algorithm for regular grammar inference

Parekh, R. & Honavar, V., 1996, Proceedings of the National Conference on Artificial Intelligence. Anon (ed.). AAAI, Vol. 2. p. 1397 1 p.

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

Finite automata
320 Citations (Scopus)

Learning long-term dependencies in NARX recurrent neural networks

Lin, T., Horne, B. G., Tiňo, P. & Giles, C. L., Dec 1 1996, In : IEEE Transactions on Neural Networks. 7, 6, p. 1329-1338 10 p.

Research output: Contribution to journalArticle

Recurrent neural networks
Network architecture
Learning algorithms
Nonlinear systems
Identification (control systems)
6 Citations (Scopus)

Local minima and generalization

Lawrence, S., Tsoi, A. C. & Giles, C. L., 1996, IEEE International Conference on Neural Networks - Conference Proceedings. IEEE, Vol. 1. p. 371-376 6 p.

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

Multilayer neural networks
Neural networks
6 Citations (Scopus)

Network communities

Carroll, J., Laughton, S. & Rosson, M. B., Jan 1 1996, p. 357-358. 2 p.

Research output: Contribution to conferencePaper

Communication
Industry
3 Citations (Scopus)

Neural network architecture for high-speed database query processing

Chen, C. H. & Honavar, V., Jan 1 1996, In : Microcomputer Applications. 15, 1, p. 7-13 7 p.

Research output: Contribution to journalArticle

Query processing
Network architecture
Neural networks
Fault tolerance
Computer systems
2 Citations (Scopus)

Object-oriented design from user scenarios

Rosson, M. B. & Carroll, J., Jan 1 1996, p. 342-343. 2 p.

Research output: Contribution to conferencePaper

Students
Human computer interaction
3 Citations (Scopus)

On-line prediction of multiprocessor memory access patterns

Sakr, M. F., Giles, C. L., Levitan, S. P., Horne, B. G., Maggini, D. M. & Chiarulli, D. M., 1996, IEEE International Conference on Neural Networks - Conference Proceedings. IEEE, Vol. 3. p. 1564-1569 6 p.

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

Data storage equipment
Neural networks
Time delay
Experiments
9 Citations (Scopus)

Representation of fuzzy finite state automata in continuous recurrent neural networks

Omlin, C. W., Thornber, K. K. & Giles, C. L., 1996, IEEE International Conference on Neural Networks - Conference Proceedings. IEEE, Vol. 2. p. 1023-1027 5 p.

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

Recurrent neural networks
Finite automata
Formal languages
Membership functions
Neural networks
37 Citations (Scopus)

Rule revision with recurrent neural networks

Omlin, C. W. & Giles, C. L., Dec 1 1996, In : IEEE Transactions on Knowledge and Data Engineering. 8, 1, p. 183-188 6 p.

Research output: Contribution to journalArticle

Recurrent neural networks
Finite automata
29 Citations (Scopus)

Scaffolded examples for learning object-oriented design

Rosson, M. B. & Carroll, J. M., Apr 1 1996, In : Communications of the ACM. 39, 4, p. 46-47 2 p.

Research output: Contribution to journalArticle

Object-oriented Design
Learning Objects
Education
Leverage
Mirror
30 Citations (Scopus)

Stable Encoding of Large Finite-State Automata in Recurrent Neural Networks with Sigmoid Discriminants

Omlin, C. W. & Giles, C. L., May 15 1996, In : Neural computation. 8, 4, p. 675-696 22 p.

Research output: Contribution to journalArticle

Sigmoid Colon
Weights and Measures
Language
Recurrent Neural Networks
Encoding
16 Citations (Scopus)

Ten misconceptions about minimalism

Carroll, J. M. & Van Der Meij, H., Dec 1 1996, In : IEEE Transactions on Professional Communication. 39, 2, p. 72-86 15 p.

Research output: Contribution to journalArticle

Heuristics
Elaboration
Documentation
2 Citations (Scopus)

Visualizing efficiency: a technique to help designers judge interface efficiency

Sears, A. L., Jan 1 1996, p. 311-312. 2 p.

Research output: Contribution to conferencePaper

User interfaces
Visualization

Workshop on neural networks design and implementation

Chu, C. H., Chang, E. & Zhou, Y., 1996, Proceedings - Annual Meeting of the Decision Sciences Institute. Decis Sci Inst, Vol. 1. p. 15 1 p.

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

Neural networks
Network design
Industry
Network development
Methodology
1997
68 Citations (Scopus)

A delay damage model selection algorithm for narx neural networks

Lin, T. N., Lee Giles, C., Home, B. G. & Kung, S. Y., Dec 1 1997, In : IEEE Transactions on Signal Processing. 45, 11, p. 2719-2730 12 p.

Research output: Contribution to journalArticle

Neural networks
Time series
Data storage equipment
Recurrent neural networks
Nonlinear systems
15 Citations (Scopus)

An improved neural network for manufacturing cell formation

Chu, C. H., Aug 1997, In : Decision Support Systems. 20, 4, p. 279-295 17 p.

Research output: Contribution to journalArticle

Cellular manufacturing
Neural networks
Neurology
Brain
Neural Networks (Computer)

Assessing the value of human performance modeling in exploring pilot-system dynamics

Bautsch, H. S., McNeese, M. D. & Narayanan, S., Dec 1 1997, In : Proceedings of the Human Factors and Ergonomics Society. 2, p. 1032-1036 5 p.

Research output: Contribution to journalConference article

Dynamical systems
engineering
performance
Decision making
decision making
13 Citations (Scopus)

Augmenting group sense making in ill-defined, emerging situations:Experiences, lessons learned and issues for future development

Nosek, J. T. & Mcneese, M. D., Sep 1 1997, In : Information Technology & People. 10, 3, p. 241-252 12 p.

Research output: Contribution to journalArticle

artifact
stimulus
experience
Group
interpretation
218 Citations (Scopus)

Computational capabilities of recurrent NARX neural networks

Siegelmann, H. T., Horne, B. G. & Giles, C. L., Dec 1 1997, In : IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 27, 2, p. 208-215 8 p.

Research output: Contribution to journalArticle

Recurrent neural networks
Feedback
Turing machines
Neural Networks (Computer)
Nonlinear Dynamics
283 Citations (Scopus)

Content-based image indexing and searching using Daubechies' wavelets

Wang, J. Z., Wiederhold, G., Firschein, O. & Wei, S. X., Dec 1 1997, In : International Journal on Digital Libraries. 1, 4, p. 311-328 18 p.

Research output: Contribution to journalArticle

indexing
layout
trend
6 Citations (Scopus)

Creating effective user interfaces

Sears, A. L. & Lund, A. M., Jul 1 1997, In : IEEE Software. 14, 4, p. 21-24 4 p.

Research output: Contribution to journalArticle

User interfaces
Software engineering
Specifications
1 Citation (Scopus)

Development and evaluation of a cognitive model of human-performance in fighter aircraft

Bautsch, H. S., Narayanan, S. & McNeese, M. D., Dec 1 1997, In : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 3, p. 2109-2113 5 p.

Research output: Contribution to journalConference article

12 Citations (Scopus)

Effects of Internet latency on user perception of information content

Borella, M. S., Sears, A. L. & Jacko, J. A., Dec 1 1997, p. 1932-1935. 4 p.

Research output: Contribution to conferencePaper

World Wide Web
multimedia
Internet
Websites
effect
29 Citations (Scopus)

Evaluating desktop video conferencing for distance learning

Kies, J. K., Williges, R. C. & Rosson, M. B., Feb 1997, In : Computers and Education. 28, 2, p. 79-91 13 p.

Research output: Contribution to journalArticle

Video conferencing
Distance education
distance learning
video
quiz
1257 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 journalArticle

Face recognition
Self organizing maps
Neural networks
Multilayer neural networks
Invariance
3 Citations (Scopus)

Gamma MLP - using multiple temporal resolutions for improved classification

Lawrence, S., Back, A. D., Tsoi, A. C. & Giles, C. L., 1997, Neural Networks for Signal Processing - Proceedings of the IEEE Workshop. IEEE, p. 256-265 10 p.

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

Multilayer neural networks
Data storage equipment
Speech recognition
83 Citations (Scopus)

Human-computer interaction: Psychology as a science of design

Carroll, J. M., Apr 1997, In : International Journal of Human Computer Studies. 46, 4, p. 501-522 22 p.

Research output: Contribution to journalArticle

Human computer interaction
psychology
interaction
science
Social sciences
111 Citations (Scopus)

Human-computer Interaction: Psychology as a Science of Design

Carroll, J., Jan 1 1997, In : Annual review of psychology. 48, p. 61-83 23 p.

Research output: Contribution to journalArticle

Psychology
Technology
Digital Libraries
Psychological Theory
Social Sciences
31 Citations (Scopus)

Internet delay effects: How users perceive quality, organization, and ease of use of information

Sears, A., Jacko, J. A. & Borella, M. S., Mar 22 1997, CHI 1997 Extended Abstracts on Human Factors in Computing Systems: Looking to the Future, CHI EA 1997. Pemberton, S. (ed.). Association for Computing Machinery, p. 353-354 2 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 22-27-March-1997).

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

Animation
Websites
Navigation
Internet
16 Citations (Scopus)

Learning DFA from simple examples

Parekh, R. & Honavar, V., Jan 1 1997, Algorithmic Learning Theory - 8th International Workshop, ALT 1997, Proceedings. Li, M. & Maruoka, A. (eds.). Springer Verlag, p. 116-131 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1316).

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

PAC Learning
Target
Learning algorithms
Uniform distribution
Learning Algorithm
128 Citations (Scopus)

Lessons in neural network training: overfitting may be harder than expected

Lawrence, S., Giles, C. L. & Tsoi, A. C., 1997, Proceedings of the National Conference on Artificial Intelligence. Anon (ed.). AAAI, p. 540-545 6 p.

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

Neural networks
Learning systems
Backpropagation algorithms
Multilayer neural networks
Backpropagation