Intelligent Systems RESEARCH Laboratory

Department of Computer Engineering and Computer Science

J.B. Speed School of Engineering

University of Louisville

Recent Publications

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Recent publications of lab members

2006

J. Hieb, J. Graham, Dynamic Authentication Using Keystroke Biometrics, 21st Intl. Conference on Computers and Their Applications (CATA-06), Seattle, WA, March 2006, pp. 337-342.

N. Johnson, J. Graham, An Application of Grid Computing to Pharacophore Discovery Using Inductive Logic Programming, 21st Intl. Conference on Computers and Their Applications (CATA-06), Seattle, WA, March 2006, pp. 418-423.

Y. Yu, J. Graham, Threat Evaluation for Intrusion Detection Based Upon Fuzzy Number Theory, Proc. Symposium on Information Assurance: Intrusion Detection and Prevention, held in conjunction with 9th NYS Cybersecurity Conference, Albany, NY, June 2006, pp. 81-87.

J. Francom, J. Graham, Identity Management for Advanced Health Care Systems, Proc. 10th World Conference on Systemics, Cybernetics and Informatics, Vol. 1, Orlando, FL, July 2006, pp. 130-136.

2005

J. Graham, E. Kuhl, J. Nida, Agent-Based Architecture for Intelligent Semi-Autonomous Robots, Proc. 20th Intl. Conference on Computers and Their Applications, New Orleans, March 2005, pp. 484-487.

J. Graham, FMECA Control for Software Development, Workshop on Software Cybernetics, 29th Intl. Computer Software and Applications Conference (COMPSAC-05), Edinburgh, Scotland, July 2005, pp. 93-96.

J. Graham, S. Patel, Correctness Proofs for SCADA Communications Protocols, Proc. 9th World Conference on Systemics, Cybernetics and Informatics, Vol. 2, Orlando, FL, July 2005, pp. 392-397.

G. Tourassi, N. Eltonsy, J. Graham, C. Floyd, A. Elmaghraby, Feature and Knowledge Based Analysis for Reduction of False Positives in the Computerized Detection of Masses in Screening Mammography, 27th Intl. Conf. of IEEE Engineering in Medicine and Biology Society (EMBC 05), Shanghai, China, Sept. 2005, pp. 390.1-390.4.

A. Konkachbaev, M. Cassanova, J. Graham, A. Elmaghraby, Automated Recursive Segmentation of Large Neocortical Images Using Standard Deviation as Termination Criteria, 27th Intl. Conf. of IEEE Engineering in Medicine and Biology Society (EMBC 05), Shanghai, China, Sept. 2005, pp. 289.1-289.4.

J. Graham, Y. Yu, Computer System Security Threat Evaluation Based Upon Artificial Immunity Model and Fuzzy Logic, IEEE Intl. Conf. on Systems, Man, and Cybernetics, Waikoloa, Hawaii, Oct. 2005, pp. 1297-1302.

J. Graham, J. Walton, Event Processing Software for Intelligent Security Monitoring and Alarm System, 18th Intl. Conference on Computer Applications in Industry and Engineering, Honolulu, HI, Nov. 2005, pp. 55-60.

S. Patel, J. Graham, P. Ralston, R. Tantalean-Carrasco, Secure SCADA Communications, Monitoring and Control over the Internet, 18th Intl. Conference on Computer Applications in Industry and Engineering, Honolulu, HI, Nov. 2005, pp. 169-174.

Graham, J.H., and Hieb, J.L., "Anomaly-based Intrusion Monitoring Using A Dynamic Honeypot," Proceedings of the 20th International Conference on Computers and Their Applications , March 16-18, New Orleans, 2005.

2004

P. Ralston, G. DePuy, J. Graham, “Graphical Enhancement to Support PCA-Based Process Monitoring and Fault Diagnosis,” ISA Transaction, Vol. 43, No. 4, Sept. 2004, pp. 639-653.

J. H. Graham, S. C. Patel, “Security Issues in SCADA Systems,” DIAS Technology Review, Vol. 1, No. 2, Oct. 2004, pp. 51-57.

S. Patel, J. Graham, “Security Considerations in DNP3 SCADA Systems,” 17^th Intl. Conference on Computer Applications in Industry and Engineering (CAINE-2004), Orlando, FL, Nov. 2004, pp. 73-78.

C.T. Hardin, X. Cui, R. Ragade, J. Graham, A. Elmaghraby, “A Modified Particle Swarm Algorithm for Robotic Mapping of Hazardous Environments,” World Automation Conference (WAC-04), Seville, Spain, May 2004.

Y. Yu, J. Graham, “Soft Computing for Masquerader Detection Based Upon Artificial Immunity Model,” Proc. 8th World Conference on Systemics, Cybernetics and Informatics (SCI 2004) Orlando, FL, July 2004, Vol. 17, pp. 85-90, Publisher – International Institute of Informatics and Systemics.

Y. Yu, J. Graham, “Computer Immunology and Neural Network Models for Masquerader Detection from User Command Sequences,” 17^th Intl. Conference on Computer Applications in Industry and Engineering (CAINE-2004), Orlando, FL, Nov. 2004, pp. 1-6.

2003

A. Kamal, J. Graham, C.D. Page, “A Parallel Inductive Logic Programming Data Mining System for Drug Discovery,” Intl. Journal Computers and Their Applications, Vol. 10, No. 3, Sept. 2003, pp. 161-170.

J. Graham, Y. Yu, “Fuzzy Logic Model for Computer Security,” Proc. 2^nd Telecommunications and Information Technology Conference, Louisville, KY, April 2003, pp. 89-104.

T. P. Fries and J. H. Graham, "A Fuzzy Intelligent Agent Approach To Fault Diagnosis," Proceedings of the 2003 IASTED International Conference on Intelligent Systems and Control, Salzburg, Austria, June 2003, pp. 460-465.

W. Yu, J. Graham, “Call Center Demand Forecasting Using Intelligent Agents,” ISCA 12^th Intl. Conf. on Intelligent and Adaptive Systems and Software Engineering, San Francisco, July 2003, pp. 63-66.

J. Graham, J. Nida, “Advanced Simulation Architecture for Intelligent Autonomous Robots,” ISCA 12^th Intl. Conf. on Intelligent and Adaptive Systems and Software Engineering, San Francisco, July 2003, pp. 59-62.

J. Graham, C.D. Page, A. Kamal, “Accelerating the Drug Design Process through Parallel Inductive Logic Programming Data Mining,” IEEE Computational Systems Bioinformatics (CSB2003) Conference, Stanford Univ., August 2003, pp. 400-402.

T. P. Fries and J. H. Graham, "Fusion of Soft and Hard Computing for Fault Diagnosis in Manufacturing Systems," Proceedings of the 2003 IEEE International Conference on Systems, Man & Cybernetics, Washington, D.C., October 2003, pp. 114-119.

2002

J. Graham, P. Ralston, “Intelligent Computer-Based Monitoring and Fault Isolation for Industrial Processes,” Intl. J. Computers and Their Applications, Vol. 9, No. 3, Sept. 2002, pp. 147-157.

E. Hamed, J. Graham, A. Elmaghraby, D. Ingram, “Doorknob Rattling Attack Detection Using A Distributed Agent-Based Intrusion Detection System,” Third Annual International System Security Engineering Conference, Orlando, FL, 2002, pp 7:1-11.

E. Hamed, J. Graham, “Fuzzy Threat Evaluation in Computer Security,” Proc. Intl. Conference on Computers and Their Applications, San Francisco, April 2002, pp. 389-393.

W. Yu, J. Graham, “A Multiple Agent System for Demand Forecasting in E-Commerce Supply Chains,” Proc. Intl. Conference on Computers and Their Applications, San Francisco, April 2002, pp. 462-466.

J.H. Graham, C. Short, K. Gandham, S. McPherson, M. Baker, “Multiple-Level Biometric-Based Authentication System,” Eleventh Intl. Conf. on Intelligent Systems, Boston, MA, July 2002, pp. 149-154.

P. Ralston, J. Graham, G. DePuy, C. Arnold, S. Uhl, “Intelligent Chemometrics-Based Approach for Chemical Process Fault Monitoring and Diagnosis,” Eleventh Intl. Conf. on Intelligent Systems, Boston, MA, July 2002, pp. 91-96.

J. H. Graham, J. H. Hayes, R.K. Ragade, “Requirements Methods for Safety-Critical Industrial Software Systems,” Proceedings of Sixth Intl. Conf. on Engineering Design and Automation, Wailea, Maui, Hawaii, August 2002, pp. 42-45.

A. Kamal, J. Graham, C.D. Page, “Advancing Drug Discovery through Parallel Inductive Logic Programming,” Fifteenth Intl. Conf. on Parallel and Distributed Computing Systems, Louisville, Ky, Sept. 2002, pp. 367-372.

W. Yu, J. Graham, H. Min, “Dynamic Pattern Matching Using Temporal Data Mining for Demand Forecasting,” Intl. Conf. Electronic Business, Taipei, Taiwan, Dec. 2002, pp. 400-402.

2001

J. Zurada, A. Wright, J. Graham, “A Neuro-Fuzzy Approach for Robot System Safety,” IEEE Trans. Systems, Man, and Cybernetics – Part C, Vol. 31, No. 1, Feb. 2001, pp. 49-64.

P. Ralston, G. DePuy, J. Graham, “Computer-based Monitoring and Fault Diagnosis: A Chemical Process Case Study,” Instrument Society of America Transactions, Vol. 40, 2001, pp. 85-98.

E. Hamed, J. Graham, A. Elmaghraby, “Computer System Threat Evaluation,” Tenth International Conference on Intelligent Systems, Washington, DC, June 2001, pp. 23-26.

A. Kamal, J. Graham, C.D. Page, “An Approach to Parallel Data Mining for Pharmacophore Discovery,” Tenth International Conference on Intelligent Systems, Washington, DC, June 2001, pp. 100-104.

S. Elfayoumy, and J. Graham, "An Agent-based Architecture for Performance Tuning: Parallel Discrete-event Simulation Case Study," Proc. Parallel and Distributed Computing Systems (PDCS'2001), Dallas, TX, Aug 2001, pp. 401-406.

2000

J. Graham, P. Ralston, “Computer-Based Monitoring and Fault Diagnosis for Chemical Processes,” 15^th Intl. Conf. Computers and Applications, New Orleans, LA, March 2000, pp. 309-312.

S. Elfayoumy, J. Graham, “High Performance Computing: An Agent-Based Approach,” 9^th Intl. Conf. on Intelligent Systems,” Louisville, KY, June 2000, pp. 61-65.

R. Fanelli, J. Graham, “Knowledge Based Planning of Communications Networks to Support Military Ground Operations,” 9^th Intl. Conf. on Intelligent Systems,” Louisville, KY, June 2000, pp. 151-154.

S. Elfayoumy, J. Graham, “An Agent-Based Architecture for Tuning Parallel and Distributed Applications,” Intl. Workshop on Cluster-Based Computing, 2000 Intl. Conf. on Supercomputing, Santa Fe, NM, May 2000, pp. 42-46.

T. Fries, J. Graham, “An Agent-Based Approach to Robust Switching Between Abstraction Levels for Fault Diagnosis,” Proc. 4^th Intl. Symposium on Abstraction, Reformulation and Approximation (SARA 2000), Horseshoe Bay, TX, July 2000, pp. 303-308.

S. Elfayoumy, J. Graham, “A Novel Software Architecture for Tuning Parallel Applications Performance,” 13^th Intl. Conf. Parallel and Distributed Computing Systems, Las Vegas, NV, August 2000, pp. 219-224.

B. Wilson, J. Graham, P. Quesada, C. Maldonada, H. Ohrun, J. Barker, A. Gupta, “Preliminary Evaluation of Global Hand Function Measurement Device,” IEEE Intl. Conf. Systems, Man and Cybernetics, Nashville, TN, Oct. 2000, pp. 1842-1846.

J. Graham, D. Page, A. Wild, “Parallel Data Mining for Pharmacophore Discovery,” IEEE Intl. Conf. Systems, Man and Cybernetics, Nashville, TN, Oct. 2000, pp. 1894-1899.

1999

G. Rogers, J. Graham, “Computer-Based Intelligent Safety Systems for Industrial Robots,” Intl. J. Computers and Their Applications, Vol. 6, No. 1, March 1999, pp. 48-55.

T. Fries, J. Graham, “Fuzzy Aggregation and Ranking in a Multiple-Agent System,” 8^th Intl. Conf. Intelligent Systems, Denver, CO, June 1999, pp. 201-204.

J. Graham, I. Karachiwala, A. Elmaghraby, S. Elfayoumy, “Artificial Intelligence Approach for Visualization of Distributed Simulations,” 8^th Intl. Conf. Intelligent Systems, Denver, CO, June 1999, pp. 161-164.

J. Graham, J. Zurada, H. Parsaei, “Systems Analysis of Sensory-Based Robot Safety Systems,” 3^rd Intl. Engineering Design and Automation Conf., EDA’99, Vancouver, August 1999.

T. E. Carpenter, J. Graham, “Toward a New Parallel Coloring Algorithm for Chordal Graphs,” 12^th Intl. Conf. on Parallel and Distributed Computing Systems, Ft. Lauderdale, FL, August 1999, pp. 383- 388.

J. Graham, A. Aly, S. Elfayoumy, K. Kamel, A. Elmaghraby, “Evaluation of MPI-DSM Parallel Applications for Networks of Heterogeneous Workstations,” 12^th Intl. Conf. on Parallel and Distributed Computing Systems, Ft. Lauderdale, FL, August 1999, pp. 560-565.

A.S. Elmaghraby, S. Elfayoumy, I. Karachiwala, J. Graham, A. Emam, A. Sleem, “Web-based Performance Visualization of Distributed Discrete Event Simulations,” Winter Simulation Conference, Pheonix, AZ, Dec. 1999.