College of Information Sciences and Technology

  • United States

Research Output 1976 2020

1997

Low sensitivity time delay neural networks with cascade form structure

Back, A. D., Horne, B. G., Tsoi, A. C. & Giles, C. L., 1997, Neural Networks for Signal Processing - Proceedings of the IEEE Workshop. IEEE, p. 44-53 10 p.

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

Time delay
Neural networks
Electric delay lines
Linear systems
36 Citations (Scopus)

Modeling and analysis of a manufacturing cell formation problem with fuzzy mixed-integer programming

Tsai, C. C., Chu, C. H. & Barta, T. A., Jan 1 1997, In : IIE Transactions (Institute of Industrial Engineers). 29, 7, p. 533-547 15 p.

Research output: Contribution to journalArticle

Cellular manufacturing
Integer programming
Mathematical operators
Membership functions
Costs
6 Citations (Scopus)
Structural dynamics
Machining
Cutting tools
Dynamic loads
Dynamic response
8 Citations (Scopus)

MUpstart - a constructive neural network learning algorithm for multi-category pattern classification

Parekh, R., Yang, J. & Honavar, V., 1997, IEEE International Conference on Neural Networks - Conference Proceedings. IEEE, Vol. 3. p. 1924-1929 6 p.

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

Learning algorithms
Pattern recognition
Neural networks
Network architecture
Experiments
7 Citations (Scopus)

None of the above: What's really essential in HCI education?

Sears, A. L., Williams, M. G., Gasen, J. B., Hewett, T., Karat, J. & McLaughlin, G., 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. 109-110 2 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 22-27-March-1997).

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

Human computer interaction
Education
Curricula
22 Citations (Scopus)

On the distribution of performance from multiple neural-network trials

Lawrence, S., Back, A. D., Tsoi, A. C. & Giles, C. L., Dec 1 1997, In : IEEE Transactions on Neural Networks. 8, 6, p. 1507-1517 11 p.

Research output: Contribution to journalArticle

Gaussian distribution
Neural networks
7 Citations (Scopus)

Pair of techniques for effective interface evaluation: Cognitive walkthroughs and think-aloud evaluations

Beer, T., Anodenko, T. & Sears, A., Dec 1 1997, In : Proceedings of the Human Factors and Ergonomics Society. 1, p. 380-384 5 p.

Research output: Contribution to journalConference article

User interfaces
evaluation
user interface
functionality
39 Citations (Scopus)

Participatory analysis: Shared development of requirements from scenarios

Chin, G., Rosson, M. B. & Carroll, J., Jan 1 1997, p. 162-169. 8 p.

Research output: Contribution to conferencePaper

Technical presentations
Education
1 Citation (Scopus)

Presenting and analyzing the results of AI experiments: data averaging and data snooping

Giles, C. L. & Lawrence, S., 1997, Proceedings of the National Conference on Artificial Intelligence. Anon (ed.). AAAI, p. 362-367 6 p.

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

Neural networks
Experiments
5 Citations (Scopus)

Pruning strategies for the MTiling constructive learning algorithm

Parekh, R., Tang, J. & Honavar, V., Dec 1 1997, 1997 IEEE International Conference on Neural Networks, ICNN 1997. p. 1960-1965 6 p. 614199. (IEEE International Conference on Neural Networks - Conference Proceedings; vol. 3).

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

Learning algorithms
Neurons
Network performance
Neural networks
1 Citation (Scopus)

Quo Vadis - A framework for intelligent routing in large communication networks

Mikler, A. R., Wong, J. S. K. & Honavar, V., Apr 1997, In : Journal of Systems and Software. 37, 1, p. 61-73 13 p.

Research output: Contribution to journalArticle

Telecommunication networks
Experiments
4 Citations (Scopus)

Reconstructing minimalism

Carroll, J., 1997, ACM SIGDOC Annual International Conference on Computer Documentation, Proceedings. Anon (ed.). ACM, p. 27-34 8 p.

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

4 Citations (Scopus)

Remembering the past: The role of embedded memory in recurrent neural network architectures

Giles, C. L., Lin, T. & Horne, B. G., 1997, Neural Networks for Signal Processing - Proceedings of the IEEE Workshop. IEEE, p. 34-43 10 p.

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

Recurrent neural networks
Network architecture
Data storage equipment
Neural networks
Signal processing
1 Citation (Scopus)

Representation and induction of finite state machines using time-delay neural networks

Clouse, D. S., Giles, C. L., Horne, B. G. & Cottrell, G. W., Jan 1 1997, Advances in Neural Information Processing Systems 9 - Proceedings of the 1996 Conference, NIPS 1996. Neural information processing systems foundation, p. 403-409 7 p. (Advances in Neural Information Processing Systems).

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

Finite automata
Time delay
Neural networks
Data storage equipment
5 Citations (Scopus)

Requirements development: stages of opportunity for collaborative needs discovery

Carroll, J. M., Rosson, M. B., Chin, G. & Koenemann, J., Jan 1 1997, p. 55-64. 10 p.

Research output: Contribution to conferencePaper

Physics
48 Citations (Scopus)

Rule inference for financial prediction using recurrent neural networks

Giles, C. L., Lawrence, S. & Tsoi, A. C., 1997, IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, Proceedings (CIFEr). Anon (ed.). IEEE, p. 253-259 7 p.

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

Recurrent neural networks
Time series
Neural networks
Prediction
Inference
45 Citations (Scopus)

System for screening objectionable images using Daubechies’ wavelets and color histograms

Wang, J., Wiederhold, G. & Firschein, O., Jan 1 1997, Interactive Distributed Multimedia Systems and Telecommunication Services - 4th International Workshop, IDMS 1997, Proceedings. Steinmetz, R., Steinmetz, R. & Wolf, L. C. (eds.). Springer Verlag, p. 20-30 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1309).

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

Daubechies Wavelet
Color Histogram
Screening
Color
Query processing
2 Citations (Scopus)

The complexity of language recognition by neural networks

Siegelmann, H. T. & Giles, C. L., Jun 1 1997, In : Neurocomputing. 15, 3-4, p. 327-345 19 p.

Research output: Contribution to journalArticle

Language
Neural networks
Research
Classifiers
Power (Psychology)

The effect of internet delay on the design of distributed multimedia documents

Sears, A. L. & Borella, M. S., Dec 1 1997, In : Advances in Human Factors/Ergonomics. 21, B, p. 331-334 4 p.

Research output: Contribution to journalArticle

multimedia
Internet
World Wide Web
Information systems
information system
3 Citations (Scopus)

The effect of internet delay on the perceived quality of information

Sears, A. L., Jacko, J. A. & Borella, M. S., Dec 1 1997, In : Advances in Human Factors/Ergonomics. 21, B, p. 335-338 4 p.

Research output: Contribution to journalArticle

Internet
Computer systems
Personal computing
Response time (computer systems)
frustration

The role of case-based reasoning in instructional design: Theory and practice

Asiu, B. & McNeese, M. D., Dec 1 1997, In : Advances in Human Factors/Ergonomics. 21, B, p. 153-156 4 p.

Research output: Contribution to journalArticle

Case based reasoning
39 Citations (Scopus)

Time-delay neural networks: Representation and induction of finite-state machines

Clouse, D. S., Giles, C. L., Horne, B. G. & Cottrell, G. W., Dec 1 1997, In : IEEE Transactions on Neural Networks. 8, 5, p. 1065-1070 6 p.

Research output: Contribution to journalArticle

Finite automata
State Machine
Time Delay
Time delay
Proof by induction
8 Citations (Scopus)

Using an intelligent agent to enhance search engine performance

Jansen, J., Jan 1 1997, In : First Monday. 2, 3

Research output: Contribution to journalArticle

Intelligent agents
Search engines
Information retrieval
Engines
2 Citations (Scopus)

Using fuzzy cognitive maps for data abstraction and synthesis in decision making

Perusich, K. & McNeese, M., 1997, Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. IEEE, p. 5-9 5 p.

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

Decision making
Information use
6 Citations (Scopus)

Using fuzzy cognitive maps to define the search space in problem solving

Perusich, K. & McNeese, M., 1997, In : Advances in Human Factors/Ergonomics. 21, A, p. 805-808 4 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

WANDS: Wide-Area Network Delay Simulator

Borella, M. S. & Sears, A. L., 1997, Proceedings of the IEEE International Workshop on Network and Operating System Support for Digital Audio and Video. Anon (ed.). IEEE, p. 85-92 8 p.

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

Wide area networks
Simulators
World Wide Web
Time delay
Servers
5 Citations (Scopus)

WANDS: Tools for designing and testing distributed documents

Sears, A. L. & 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. 327-328 2 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 22-27-March-1997).

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

Testing
World Wide Web
Time delay
Servers
2 Citations (Scopus)

Warehousing structured and unstructured data for data mining

Miller, L. L., Honavar, V. & Barta, T., Dec 1 1997, In : Proceedings of the ASIS Annual Meeting. 34, p. 215-224 10 p.

Research output: Contribution to journalArticle

warehousing
Warehouses
Data mining
interaction
73 Citations (Scopus)

Wavelet-based image indexing techniques with partial sketch retrieval capability

Wang, J., Wiederhold, G., Firschein, O. & Wei, S. X., Jan 1 1997, p. 13-24. 12 p.

Research output: Contribution to conferencePaper

Color
Wavelet transforms
Frequency bands
Masks
Textures
1998
1 Citation (Scopus)

A fault tolerance approach to survivability

Ammann, P., Jajodia, S. & Liu, P., Jan 1 1998, Proceedings - Computer Security, Dependability, and Assurance: From Needs to Solutions, CSDA 1998. Institute of Electrical and Electronics Engineers Inc., p. 204-211 8 p. 798367. (Proceedings - Computer Security, Dependability, and Assurance: From Needs to Solutions, CSDA 1998; vol. 1998-November).

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

Fault tolerance
Recovery
Damage detection
Repair
Computer systems
6 Citations (Scopus)

An object oriented approach to simulating large communication networks

Mikler, A. R., Wong, J. S. K. & Honavar, V., Jan 1 1998, In : Journal of Systems and Software. 40, 2, p. 151-164 14 p.

Research output: Contribution to journalArticle

Telecommunication networks
Simulators
Scheduling
Communication systems
Communication
15 Citations (Scopus)

A polynomial time incremental algorithm for learning DFA

Parekh, R., Nichitiu, C. & Honavar, V., Jan 1 1998, Grammatical Inference - 4th International Colloquium, ICGI 1998, Proceedings. Honavar, V. & Slutzki, G. (eds.). Springer Verlag, p. 37-49 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1433).

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

Incremental Algorithm
Polynomial-time Algorithm
Polynomials
Query
Space Complexity
12 Citations (Scopus)

Application-level isolation to cope with malicious database users

Jajodia, S., Liu, P. & McCollum, C. D., Jan 1 1998, Proceedings - 14th Annual Computer Security Applications Conference, ACSAC 1998. Association for Computing Machinery, p. 73-82 10 p. (Proceedings - Annual Computer Security Applications Conference, ACSAC).

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

Intrusion detection
Access control
Availability
3 Citations (Scopus)

A proxy server experiment: An indication of the changing nature of the Web

Howard, R. & Jansen, B. J., Jan 1 1998, Proceedings - 7th International Conference on Computer Communications and Networks, ICCCN 1998. Institute of Electrical and Electronics Engineers Inc., Vol. 1998-October. p. 646-649 4 p. 998824

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

World Wide Web
Servers
Experiments
Bandwidth
Internet
393 Citations (Scopus)

CiteSeer: an automatic citation indexing system

Giles, C. L., Bollacker, K. D. & Lawrence, S., 1998, Proceedings of the ACM International Conference on Digital Libraries. ACM, p. 89-98 10 p.

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

Automatic indexing
indexing
Costs
ranking
electronics
184 Citations (Scopus)

CiteSeer: An autonomous Web agent for automatic retrieval and identification of interesting publications

Bollacker, K. D., Lawrence, S. & Giles, C. L., 1998, Proceedings of the International Conference on Autonomous Agents. Anon (ed.). p. 116-123 8 p.

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

World Wide Web
Search engines
5 Citations (Scopus)

Classifying objectionable websites based on image content

Wang, J., Li, J., Wiederhold, G. & Firschein, O., Jan 1 1998, Interactive Distributed Multimedia Systems and Telecommunication Services - 5th International Workshop, IDMS 1998, Proceedings. Springer Verlag, p. 114-124 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1483).

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

Websites
Real-world Applications
Feature Vector
World Wide Web
Specificity
2 Citations (Scopus)

Clusters on the World Wide Web: Creating neighborhoods of make-believe

Hirtle, S. C., Sorrows, M. E. & Cai, G., 1998, Proceedings of the ACM Conference on Hypertext. Anon (ed.). ACM, p. 289-290 2 p.

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

World Wide Web
Websites
Topology
Color
11 Citations (Scopus)

Constructive theory refinement in knowledge based neural networks

Parekh, R. & Honavar, V., 1998, IEEE World Congress on Computational Intelligence. Anon (ed.). IEEE, Vol. 3. p. 2318-2323 6 p.

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

Learning algorithms
Neural networks
Neurons
Threshold logic
Binding sites
121 Citations (Scopus)

Context and page analysis for improved Web search

Lawrence, S. & Giles, C. L., Jul 1 1998, In : IEEE Internet Computing. 2, 4, p. 38-46 9 p.

Research output: Contribution to journalArticle

Engines
24 Citations (Scopus)

Coordinating computer-supported cooperative work: A review of research issues and strategies

Kies, J. K., Williges, R. C. & Rosson, M. B., Jan 1 1998, In : Journal of the American Society for Information Science. 49, 9, p. 776-791 16 p.

Research output: Contribution to journalReview article

Computer supported cooperative work
cooperative system
communication
Communication
Explosions
9 Citations (Scopus)

Coordination of distributed knowledge networks using contract net protocol

Yang, J., Havaldar, R., Honavar, V. G., Miller, L. & Wong, J., Jan 1 1998, 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998. Institute of Electrical and Electronics Engineers Inc., p. 71-74 4 p. 713384. (1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998; vol. 1998-September).

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

Information retrieval
Multi agent systems
Data mining
Digital storage
Communication
22 Citations (Scopus)

Designing interfaces for an overlooked user group: Considering the visual profiles of partially sighted users

Jacko, J. A. & Sears, A. L., Jan 1 1998, p. 75-77. 3 p.

Research output: Contribution to conferencePaper

Graphical user interfaces
User interfaces
Computer systems
10 Citations (Scopus)

DistAl: An inter-pattern distance-based constructive learning algorithm

Yang, J., Parekh, R. & Honavar, V., 1998, IEEE World Congress on Computational Intelligence. Anon (ed.). IEEE, Vol. 3. p. 2208-2213 6 p.

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

Learning algorithms
Neurons
Pattern recognition
Threshold logic
Neural networks
2 Citations (Scopus)

Distributed digital library architecture: the key to success for distance learning

Adams, W. J., Jansen, B. J. & Howard, R., 1998, Proceedings of the International Workshop on Research Issues in Data Engineering - Distributed Object Management -RIDE-DOM. IEEE Comp Soc, p. 2-8 7 p.

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

Digital libraries
Distance education
Standardization
Costs
Servers
24 Citations (Scopus)

Distributed knowledge networks

Honavar, V. G., Miller, L. & Wong, J., Jan 1 1998, 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998. Institute of Electrical and Electronics Engineers Inc., p. 87-90 4 p. 713388. (1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998; vol. 1998-September).

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

Digital storage
Artificial intelligence
Data acquisition
Decision making
Communication
1 Citation (Scopus)

Effect of domain on usage patterns and perceptions of the Internet: Focusing on healthcare professionals

Jacko, J. A., Sears, A. L. & Sorensen, S. J., Dec 1 1998, In : Proceedings of the Human Factors and Ergonomics Society. 1, p. 521-525 5 p.

Research output: Contribution to journalConference article

Internet
World Wide Web
Sampling
confidence
industry

Efficient neural network models for flow shop scheduling

Chang, E. & Chu, C. H., 1998, Proceedings - Annual Meeting of the Decision Sciences Institute. Anon (ed.). Decis Sci Inst, Vol. 1. p. 352-354 3 p.

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

Scheduling
Neural networks
Combinatorial optimization
Flow shop scheduling
Network model

Empirical analysis of the expected source values rule

Spartz, R. & Honavar, V., Dec 1 1998, In : Microcomputer Applications. 17, 2, p. 29-34 6 p.

Research output: Contribution to journalArticle

Backpropagation
Backpropagation algorithms
Momentum
Neural networks
4 Citations (Scopus)

Empirical perspective on visual icon design

Sears, A. L., Jacko, J. A., Brewer, B. & Robelo, L. D., Dec 1 1998, In : Proceedings of the Human Factors and Ergonomics Society. 1, p. 448-452 5 p.

Research output: Contribution to journalConference article

functionality
formatting
ability
evidence