Cihan H. Dagli, Anna L.Buczak, Joydeep Ghosh, Mark J. Embrechts, Okan Ersoy, and Stephen Kercel, Intelligent Engineering Systems through Artificial Neural Networks, Vol. 10:Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining and Complex Systems, ASME Press, New York (November 2000).
Guest Editor, IEEE Transactions on Neural Networks, Special Issue on Data Mining, (May 2000).
Cihan H. Dagli, Metin Akay, Anna L. Buczak, Mark J. Embrechts, and Okan Ersoy, Eds., Intelligent Engineering Systems through Artificial Neural Networks, Vol. 9: Smart Engineering Systems: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining, and Rough Sets, ASME Press, New York (November 1999).
Paul De Grauwe, Hans Dewachter, and Mark J. Embrechts, Exchange Rate Theory: Chaotic Models of Foreign Exchange Markets, Basil Blackwell Publishers, UK, (1993).
Fabio Arciniegas, Kristin Bennett, Curt Breneman, and Mark J. Embrechts, “Molecular Database Mining using Self-Organizing Maps for the Design of Novel Pharmaceuticals,” in Intelligent Engineering Systems through Artificial Neural Networks: Smart Engineering System Design: Vol. 10, C. H. Dagli et al., Eds, ASME Press, pp. 477 – 482 (2000).
Robert H. Kewley, Mark J. Embrechts and Curt Breneman, “Data Strip Mining for the Virtual Design of Pharmaceuticals with Neural Networks,” IEEE Transactions on Neural Networks, Vol.11, No 3, pp. 668 – 679, (May 2000).
Mark J. Embrechts, “GA-Supervised Regression Clustering for the design of new
pharmaceuticals,” Invited Proceedings of the Cambridge Health Group Symposium on
High-Throughput Technologies, Wyndham Franklin Plaza Hotel, Philadelphia, PA, June 20-22,
(2000).
Robert Kewley, Mark J. Embrechts, and Curt Breneman, "A Soft Computing Approach for the Design of Novel Pharmaceuticals," in Transactions of to 1999 IEEE Midnight-Sun Workshop on Soft Computing Methods in Industrial Applications, Seppo Ovaska, Eds., June 16-18, Kuusamo, Finland (1999).
Robert Kewley, Mark J. Embrechts, and Curt Breneman, “Soft Computing for the Design of Novel Pharmaceuticals,” World Conference on Soft Computing, WCS4 on-line conference, http://www3.muroran-it.ac.jp/wsc4/ (September 1999).
Mark J. Embrechts, Robert Kewley, Jr., and Curt Breneman, "Computationally Intelligent Data Mining for the Automated Design and Discovery of Novel Pharmaceuticals," in Intelligent Engineering Systems throught Artificial Neural Networks, Vol 8., Cihan Dagli et al., Eds., pp. 397-503, ASME Press (1998).
Robert Kewley, Mark J. Embrechts, and Curt Breneman, " Neural Network Analysis for data Strip Mining Problems," in Intelligent Engineering Systems through Artificial Neural Networks, Vol. 8, Cihan Dagli et al., Eds., pp. 391-396, ASME Press (1998).
Selected Recent Publications
I.-N. Lee, S.-C. Liao, and M. Embrechts, “Data Mining Techniques Applied to Medical Information,” Medical Information & The Internet in Medicine, Vol. 25, No 2., pp. 81 – 102, (2000).
Yoshua Bengio, Joachim M. Buhman, Mark Embrechts, and Jaceck M. Zurada, “Introduction to the Special Issue on Neural Networks for Data Mining and Knowledge Discovery,” Guest Editorial, IEEE Transactions on Neural Networks, Vol.11, No 3, pp. 545 – 549, (May 2000).
Fabio Arcieniegas and Mark J. Embrechts, “Text-To-Speech Conversion with Staged Neural Networks,” in Intelligent Engineering Systems through Artificial Neural Networks: Smart Engineering System Design: Vol. 10, C. H. Dagli et al., Eds, ASME Press, pp. 733 – 738 (2000).
J. Alan Bivens, Boleslaw M. Szymanski, and Mark J. Embrechts, “Network Congestion Arbitration and Source Problem Prediction using Neural Networks,” in Intelligent Engineering Systems through Artificial Neural Networks: Smart Engineering System Design: Vol. 10, C. H. Dagli et al., Eds, ASME Press, pp. 489 – 494 (2000).
Aaron Schweizerhof, Mark Bushman, Mark Embrechts, and Mike Sabatella, “Neural Network Modelling of Turbofan Parameters,” Proceedings 45th ASME International Gas Turbine & Aeroengine Technical Congress (TURBO 2000), pp. 625-701, Munich, Germany, 8-11 May, (2000).
F. Arcienegas and M. J. Embrechts, “Phoneme Recognition with Staged Neural Networks,” Proc. IEEE-INNS-ENNS International Conference (IJCNN 2000), Vol. 5, pp. 259-264, Como, Italy, 24 – 27 July, (2000).
M. J. Embrechts, D. Devogelaere, and M. Rijckaert, “Supervised Scaled Regression Clustering: an Alternative to Neural Networks,” Proc. IEEE-INNS-ENNS International Conference (IJCNN 2000), Vol. 6, pp. 571-576, Como, Italy, 24 – 27 July, (2000).
Mark J. Embrechts and Fabio Arciniegas, “Neural Networks for Text-to-Speech Phoneme Recognition,” IEEE Proceedings on SMC 2000, pp. 3582 – 3587, Nashville, TN, October (2000).
Dirk DeVogelaere, P. Van Bael, M. Rijckaert, and Mark J. Embrechts, “A Water Pollution Problem Solved: Comparison of Gads versus other methods,” Proceedings of the Nineteenth IASTED International Conference on Modelling, Identification, and Control (MIC2000), pp. 67-70, Innsbruck, Austria, February 14 – 17 (2000).
Major Robert H. Kewley, Jr., and Mark J. Embrechts, “Fuzzy-Genetic Decision Optimization for Optimization of Complex Stochastic Systems,” Proceedings 5th Online World Conference on Soft Computing in Industrial Applications, Paper 32, September 4-18, (2000).
Alan Bivens, Mark J. Embrechts, and Boleslaw Szymanski, “Forecasting and Mitigating Network Congestion using Neural Networks,” Proceedings 5th Online World Conference on Soft Computing in Industrial Applications, Paper 33, September 4-18, (2000).
Neil Eklund, and Mark J. Embrechts, “Multi-Objective Optimization of Spectra Using Genetic Algorithms,” Paper #37, Proceedings of the Illuminating Engineering Society Conference, Santa Fe, NM, August (2000).
Dirk Devogelaere, Marcel Rijckart and Mark J. Embrechts, “Third International Competition: Protecting Rivers and Streams by Monitoring Chemical Concentrations and Algae Communities Solved with the use of GadC,” Proceedings of the 19999 European Conference on Intelligent Techniques and Soft Computing (EUFIT), September 7 – 10, Aachen, Genrmany (invited) (1999).
Mark J. Embrechts and Sandor Benedek, "Hybrid Identification of Unlabeled Nuclear Power Plant Transients with Artificial Neural Networks," Proceedings WCCI98, 1998 IEEE World Conference on Computational Intelligence, pp. 1137-1143, Anchorage, Alaska, May 4-9 (1998).
Mark J. Embrechts, and Lars-Erik Harsson, "A neural network controller of nonholonomic systems using a specialized training technique," in Intelligent Engineering Systems through Artificial Neural Networks, Vol. 8, Cihan dagli et al., eds., pp 567 - 572, ASME Press (1998).
Robert H. Kewley Jr. and Mark J. Embrechts, “Fuzzy-Genetic decision Optimization for Positioning of Military Combat Units,” Proceedings SMC’98, pp. 3658 – 3664, 1998 IEEE International Conference on Systems, Man, and Cybernetics, October 11-14, La Jolla, California (1998).
Sandor Benedek and Mark J.Embrechts, “Identification system for nuclear power plant transients with neural networks,” Proceedings 1998 International Conference on Neural Networks and Brain, pp. 357-360, (Publishing House of Electronics Industry, Box 173 Beijing, 100036 China), October 27-30, Beijing, China (1998).
V. J. Blue, M. J. Embrechts, and J. L. Adler, “Cellular Automata Modeling of Pedestrian Movements,” Proceedings of SMC'97, pp. 2320-2323, October 12-15, 1997, Orlando, FL. (1997).
Mark J. Embrechts and Sandor Benedek,”Identification of Nuclear Power Plant Transients with Neural Networks,” Proceedings of SMC'97, pp. 912-917, October 12-15, 1997, Orlando, FL. (1997).
Mark J. Embrechts, "Neural Networks for Data Mining," in Intelligent Engineering Systems through Artificial Neural Networks, Vol. 7, Cihan H. Dagli, Metin Akay, Okan Ersoy, Benito R. Fernandez, and Alice Smith, Eds., pp. 741-746, ASME Press, New York (1997).
Mark J. Embrechts, "A Hitchhiker's Guide to Backpropagation," in Intelligent Engineering Systems through Artificial Neural Networks, Vol. 7, Cihan H. Dagli, Metin Akay, Okan Ersoy, Benito R. Fernandez, and Alice Smith, Eds., pp. 1037-1043,ASME Press, New York (1997).
Mark J. Embrechts, Mark J. Luetzelschwab, Frank DiCesare and Matthew C. Mattina, "Neural Networks for Embedded Control Designs applied to the Smarter Car," Emergent Computing Methods in Engineering Design: Applications of Genetic Algorithems and Neural Networks, pp. 136-149, D Grierson and P. Hajela, Eds., Springer Verlag (1996).
Victor Blue, Fabian Bonetto, and Mark J. Embrechts, “Cellular Automata Model of Vehicular Self-Organization and Nonlinear Speed Transitions,” Program of the Transportation Research Board National Research Council, pp. 132, Seventy-Fifth Annual Meeting, January 7 - 11, 1996, Washington D. C. (1996).
Vijay Sankaran, Brent Chartrand, Don L. Millard, Mark J. Embrechts, and Russel P. Kraft, “Automated Inspection of Solder Joints - A Neural Network Approach,” Proceedings Seventeenth IEEE/CPMT International Electronics Manufacturing Technology Symposium, pp. 232 - 237, October 2-5, Austin, TX (1995).
Helcio Gleizer, J. Keith Nelson, Saber Azizi-Ghannad, and Mark J. Embrechts, “Application of Ultrasonics and Neural Network Techniques to the Evaluation of Stator Bar Insulation,” Proceedings 1995 CEIDP Conference on Electric Insulator Discharge Processes, pp. 250 - 253, October 22 - 25, Virginia Beach, VA (1995).
S. Azizi-Ghannad, J. K. Nelson, and M. Embrechts, “An Investigation of Chaotic Behavior of PD Activity in Power Generator Insulation Systems,” Proceedings 1995 CEIDP Conference on Electric Insulator Discharge Processes, pp. 353 - 356, October 22 - 25, Virginia Beach, VA (1995).
Mark J. Embrechts, Frank DiCesare, and Mark J. Luetzelschwab, “Fuzzy Logic and Neural Net Control for the Smarter Car,” Proceedings of the 1995 IEEE International Conference on Systems, Man and Cybernetics, October 22-25, Vancouver, CANADA (1995).
Vijay Sankaran, Mark J. Embrechts, Lars-Erik Harsson, and Russel P. Kraft, “Backpropagation Applications in Electronics Manufacturing - Solder Joint Classification,” Proceedings of the 1995 World Congress on Neural Networks, pp. II-642 - II-645, July 17-21, Washington, D.C. (1995).
Mark J. Embrechts, “Predicting Foreign Exchange Rates, with Neural Nets” Proceedings IBC's Sixth Annual Conference on Advanced Technologies for Trading & Asset Management,” September 14-15, 1995, NYC, published by IBC, Southborough, MA (1995).