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Edward Sazonov

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Edward Sazonov Associate Professor
147 CAMP
Clarkson University
PO Box 5720
Potsdam, NY 13699 Phone: 315-268-3914
Fax: 315-268-7600

Email: esazonov@clarkson.edu
Website

Educational Background
Ph.D., West Virginia University
M.S.E.E., West Virginia University
B.S., Khabarovsk State University of Technology

Teaching Interests
Computer hardware and software, methods of computational intelligence

Research Interests
Interests in the areas of computational intelligence, biomedical engineering and NDT applications. His current research involves evolutionary derivation of neural controllers for high-performance unstable systems and application of computational intelligence in biomedical and NDT applications.

Recent Publications
E.Sazonov,
Automated Damage Detection: A computerized damage detection system for Armoured Vehicle Launched Bridge, LAP Lambert Academic Publishing, 208 pages, 2009. ISBN-10 3838323890, ISBN-13 978-3838323893

E.Sazonov, Automated Damage Detection: A computerized damage detection system for Armoured Vehicle Launched Bridge, LAP Lambert Academic Publishing, 208 pages, 2009. ISBN-10 3838323890, ISBN-13 978-3838323893

Aaron Lewicke, Edward Sazonov, Michael J. Corwin, Michael Neuman, Stephanie Schuckers and CHIME Study Group, “Sleep Versus Wake Classification from Heart Rate Variability using Computational Intelligence: Consideration of Rejection in Classification Models”, IEEE Transactions on Biomedical Engineering,  Vol. 55, No. 1, pp. 108-118, January 2008.

Sazanov E,  Schuckers S, Lopez-Meyer P, Makeyev O, Sazonova N, Melanson EL, Neuman M, “Non-Invasive Monitoring of Chewing and Swallowing for Objective Quantifiction of Ingestive Behavior, “Physiologic Measurements, Vol. 20, No. 5, pp. 525-541, May 2008.

V. Krishnamurthy, K. Fowler and E.Sazonov, “Effect of Time Synchronization of Wireless Sensors on Modal Analysis of Structures,” Smart Mater. Struct. 055018.Vol, 17, 2008.
V.Krishnamurthy and E.Sazonov,  “A Reservation-Based Protocol For Monitoring Applications Using IEEE802.15.4 Sensor Networks,”  International Journal Of Sensor Networks,Vol. 4, No. 3, 2008.

Makeyev, O.,  Sazonov, E. Baidyk, T. Martin, A., “Limited Receptive Area Neural Classifier for Texture Recognition of Mechanically Treated Metal Surfaces,” Neurocomputing, Vol. 71, Issue: 7-9, pp. 1413-1421, March 2008.

M. F. M. Zain, V. Krishnamurthy, E. Sazonov, M. Jamil, and I.M. Taib, “Performance Testing of Wireless Intelligent Sensor and Actuator Network (WISAN) on a Pre-Stressed Concrete Bridge,” Proceedings of the 10th WSEAS International Conference on Mathematical Methods, Computational TechniquesS and Intelligent Systems (MAMECTIS '08), , ISBN: 978-960-474-012-3, pp.390-395. Corfu, Greece, October 26-28, 2008.

O.Makeyev, E.Sazonov, S.Schuckers, P.Lopez-Meyer, T.Baidyk, E.Melanson, M.Neuman, “Recognition of Swallowing Sounds Using Time-Frequency Decomposition and Limited Receptive Area Neural Classifier,” Applications and Innovations in Intelligent Systems XVI: Proceedings of AI-2008, The Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Springer, ISBN: 978-1-84882-214-6, pp. 33-46.Cambridge, UK, December 9-11, 2008.