Dr. Mark E. Oxley
Professor of Mathematics

 

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Comm: 937-255-3636 x4515
DSN: 785-3636 x4515
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Mark Oxley is a Professor of Mathematics in the Department of Mathematics and Statistics, Graduate School of Engineering and Management, Air Force Institute of Technology located on Wright-Patterson Air Force Base, Ohio. Dr. Oxley earned the B.S. degree in mathematics from Cumberland College in 1978, the M.S. degree in applied mathematics from Purdue University in 1980, and the Ph.D. degree in mathematics from North Carolina State University in 1987. He has co-authored over 100 journal articles in applied mathematics, and engineering, including nonlinear partial differential equations, groundwater modeling, pattern recognition, signal processing, image processing, information fusion, and Receiver Operating Characteristic (ROC) functions, manifolds, and analysis.

Education

  • BS, Mathematics, Cumberland College, Williamsburg KY, 1978
  • MS, Applied Mathematics, Purdue University, West Lafayette IN, 1980
  • PhD, Mathematics, North Carolina State University, Raleigh, NC 1987

Awards

 Col. Gage H. Crocker Outstanding Professor Award 2003

Publications

Google Scholar Profile

Harrell, W., Petrosky, J., Oxley, M., and Gross, K., Identification Algorithm Development for a Data Fused Optical Nuclear Detonation Monitoring System, submitted to the Journal of Radiation Effects Research and Engineering, in review (S//NF).

Harrell, W., Petrosky, J., Oxley, M., and Gross, K., "Testing and Preliminary ROC Analysis for a Data Fused Optical Nuclear Detonation Monitoring System Identification Algorithm", Journal of DoD Research & Engineering, vol 1, issue 2, pp. 104-113, August 2018 (S//NF).

Burgi, K., Marciniak, M., Oxley, M., Nauyoks, S., "Measuring the Reflection Matrix of a Rough Surface", Applied Science, vol. 7, issue 6, 568, 2017.

Burgi, K., Ullom, J., Marciniak, M., Oxley, M. "Reflective Inverse Diffusion", Applied Science, vol 6, issue 12, 370, 2016.

Wardell, D.C., Mills, R.C., Peterson, G.L., Oxley, M.E., "A Method for Revealing and Addressing Security Vulnerabilities in Cyber-physical Systems by Modeling Malicious Agent Interactions with Formal Verification", Procedia Computer Science, vol. 95, pp. 24-31, Elsevier, 12 Dec 2016.

Sandra L Vaughan, Robert F Mills, Gilbert L Peterson, Michael R Grimaila, Steven K Rogers, Mark E. Oxley, Robert E. Patterson, "A dual-process Qualia Modeling Framework (QMF)", Biologically Inspired Cognitive Architectures, vol. 17, pp. 71-85, 2016.

William K. Klimack, Jack M. Kloeber Jr., Kenneth W. Bauer, Mark E. Oxley, "An Empirical Examination of Multiple Objective Risk Attitudes", Decision Analysis, vol. 12, issue 2, pp. 96-103, 17 April 2015.

David P. Montminy, Rusty O. Baldwin, Michael A. Temple, and Mark E. Oxley, "Differential Electro-magnetic Attacks on a 32-bit Microprocessor Using Software Defined Radios", IEEE Transactions on Information Forensics and Security, vol. 8, no. 12, pp. 2101-2114, 1 Dec 2013.

Kharoufeh, J.P., Cox, S.M. and M.E. Oxley (2013). "Reliability of manufacturing equipment in complex environments", Annals of Operations Research, vol. 209, no. 1, pp 231-254, October 2013.(Appeared electronically 19 Jan 2011).

M. Brent Reynolds, Don R. Hulce, Kenneth M. Hopkinson, Mark E. Oxley, and Barry E. Mullins, "A Bin Packing Heuristic for On-Line Service Placement and Performance Control", IEEE Transactions on Network and Service Management, vol. 10, no. 3, pp. 326-339, September 2013.

Tim H. Lacey, Robert F. Mills, Barry E. Mullins, Richard A. Raines, Mark E. Oxley, Steven K. Rogers, "RIPsec - Using reputation-based multilayer security to protect MANETs", Computers and Security, vol. 31, no. 1, pp. 122-136, February 2012.

Christine M. Schubert, Steven N. Thorsen, and Mark E. Oxley, "The ROC Manifold for Classification Systems", Pattern Recognition, vol. 44, issue 2, pp. 350-362, February 2011.

M. Brent Reynolds, Kenneth M. Hopkinson, Mark E. Oxley, and Barry E. Mullins, "Service Oriented Infrastructure Resource Provisioning Optimization", IEEE Transactions on Service Computing, May 2010.

David R. Parker, Steven C. Gustafson, Mark E. Oxley, and Timothy D. Ross, "Development of a Bayesian Framework for Determining Uncertainty in Receiver Operating Characteristic Curve Estimates", IEEE Transactions on Knowledge and Data Engineering, vol. 22, no. 1, pp. 31-45, January 2010.

Bobby D. Birrer, Richard A. Raines, Rusty O. Baldwin, Mark E. Oxley, and Steven K. Rogers, "Using Qualia and Hierarchical Models in Malware Detection", Journal of Information Assurance and Security (special issue on Detection and Prevention of Attacks and Malware), vol. 4, issue 3, pp. 247-255, June 2009.

Nathan J. Leap, Paul P. Clemens, Kenneth W. Bauer, and Mark E. Oxley, "An Investigation of the Effects of Correlation and Autocorrelation on Classifier Fusion and Optimal Classifier Ensembles", International Journal of General Systems Intelligent Systems Design, vol. 37, no. 4,pp. 475-498, August 2008.

Marcus L. Roberts, Michael A. Temple, Rick A. Raines, Robert F. Mills and Mark E. Oxley, "Communication Waveform Design Using an Adaptive Spectrally Modulated, Spectrally Encoded (SMSE) Framework", IEEE Journal on Selected Topics in Signal Processing, vol. 1, no. 1, pp.203-213, June 2007.

 Adam MacDonald, Stephen Cain, Mark Oxley, "Binary Weighted Averaging of an Ensemble of Coherently Collected Image Frames", IEEE Transactions on Image Processing, vol. 16, issue 4, pp.1085-1100, April 2007.

Jon E. Luminati, Todd B. Hale, Michael A. Temple, Michael J. Havrilla and Mark E. Oxley, "Doppler Aliasing Reduction in SAR Imagery using Stepped-frequency Waveforms", IEEE Transactions on Aerospace and Electronic Systems, vol. 43, issue 1, pp. 163-175, January 2007.

Thomas C. Clutz, Kenneth W. Bauer, Jr. and Mark E. Oxley, "Fault Detection Subsystem Optimization", Journal of Operations and Logistics, vol. 1, issue 1, January 2006.

Steven N. Thorsen and Mark E. Oxley, "A Description of Competing Fusion Systems", International Journal of Information Fusion, vol. 7, pp. 347-360, December 2006.

Samuel A. Wright, Kenneth W. Bauer, Jr., Mark E. Oxley, “The covalidation of dissimilarly structured strategic airlift models”, Mathematical and Computer Modeling, Vol. 39, No. 6-8, pp. 677-696, 2004.

Jon E. Luminati, Todd. B. Hale, Michael A. Temple, Michael J. Havrilla, Mark E. Oxley, “Doppler aliasing artifact filtering in SAR imagery using randomised stepped-frequency waveforms”, Electronics Letters, Vol. 40, Issue 22, pp. 1447 - 1448, October 2004.

Raymond C. Maple, Paul I. King, Mark E. Oxley, “Adaptive Harmonic Balance Solutions to Euler's Equation”, AIAA Journal, Vol. 41, No. 9, pp. 1703-1714, September 2003.

Todd B. Hale, Michael A. Temple, Michael C. Wicks, John F. Raquet, Mark E. Oxley, “Localized Three-Dimensional Adaptive Spatial-Temporal Processing for Airborne Radar”, IEE Proceedings of Radar Sonar Navigation, Vol. 150, No. 1, pp. 18-22, February 2003.

Stephen G. Alsing, Kenneth W. Bauer, Jr., Mark E. Oxley, “Convergence for Receiver Operating Characteristic Curves and the Performance of Neural Networks”, Smart Engineering System Design, Vol. 4, No. 2, pp. 133-145, 2002.

Todd B. Hale, Michael A. Temple, Michael C. Wicks, Mark E. Oxley, “Performance characterization of a Hybrid STAP Architecture Incorporating Elevation Interferometry”, IEE Proceedings - Part F: Radar, Sonar and Navigation, vol. 149, no. 2, pp. 77-82, April 2002.

Jon M. Anderson, Michael A. Temple, Mark E. Oxley, “Nonlinear Suppression of Range Ambiguities in Pulse-Diverse Radar”, IEE Electronic Letters, Vol. 37, No. 20, pp. 1252-1253, September 2001.

Martha A. Carter and Mark E. Oxley, Erratum: “Evaluating the Vapnik-Chervonenkis Dimension of Artificial Neural Networks Using the Poincare’ Polynomial, Neural Networks, Vol. 12, pp. 403-408, Neural Networks, Vol. 14, pp. 1469-1470, 2001.

Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y.-H. Pao, B. Igelnik, M. Oxley, B. Bakshi, P. Chen, S. Iwata, ”Interplay of large materials databases, semi-empirical methods, neuro-computing and first principle calculations for ternary compound former/nonformer prediction”, Engineering Applications of Artificial Intelligence, Vol. 13, pp. 497-505, 2000.

Claudia V. Kropas-Hughes, Mark E. Oxley, Steven K. Rogers, and Matthew Kabrisky, “Autoassociative-Heteroassociative Neural Networks”, Engineering Applications of Artificial Intelligence, Vol. 13, pp. 603-609, 2000.

Claudia V. Kropas-Hughes, Steven K. Rogers, Mark E. Oxley and Matthew Kabrisky, “Backpropagation of an Image Similarity Metric for Autoassociative Neural Networks”, Pattern Analysis & Applications, Vol. 3, pp. 31-38, 2000.

John G. Keller, Steven K. Rogers, Matthew Kabrisky and Mark E. Oxley, “Object Recognition Based on Human Saccadic Behavior”, Pattern Analysis & Applications, Vol. 2, pp. 251-263, 1999.

Dennis W. Quinn, Mark E. Oxley and Donald C. Vosika, “The Boundary Element Method Applied to Moving Free Boundary Problem”, International Journal for Numerical Methods in Engineering, Vol. 46, pp. 1335-1346, 1999.

Martha A. Carter and Mark E. Oxley, “Evaluating the Vapnik-Chervonenkis Dimension of a Set of Artificial Neural Networks using the Poincar'e Polynomial”, Journal of Neural Networks, Vol. 12, pp. 403-408, 1999.

Randy P. Broussard, Steven K. Rogers, Mark E. Oxley and Greg L. Tarr, “Physiologically Motivated Image Fusion for Object Detection using a Pulse Coupled Neural Network”, Journal of Neural Networks, Vol. 10, No. 3, pp. 554-563, 1998.

Alan V. Lair and Mark E. Oxley, “A Necessary and Sufficient Condition for Global Existence for a Degenerate Parabolic Boundary Value Problem”, Journal of Mathematical Analysis and Applications, Vol. 221, pp. 338-348, 1998.

Thomas F. Rathbun, Steven K. Rogers, Martin P. DeSimio and Mark E. Oxley,  “MLP Iterative Construction Algorithm”, NeuroComputing, Vol. 7, pp. 195-216, 1997.

Charles. A. Bleckmann, Mark E. Oxley, E. J. Wilson, K. W. Hayes and N. L. Hercyk, “Land Treatment of Produced Oily Sand: Field Results”, Journal of Waste Management and Research, Vol. 15, pp. 223-237, 1997.

Alan V. Lair and Mark E. Oxley, “Anisotropic Nonlinear Diffusion with Absorption: Existence and Extinction”, Journal of Mathematical and Mathematical Sciences, Vol. 19, No. 3, pp. 427-434, 1996.

Thomas J. Burns, Steven K. Rogers, Mark E. Oxley and Dennis W. Ruck, “A Non-Homogeneous Wavelet Multiresolution Analysis for Spatio-temporal Signals”, IEEE Transactions on Aerospace and Electronic Systems, Vol. 32, No. 2, pp. 628-649, April 1996.

Steven K. Rogers, Matthew Kabrisky, Dennis W. Ruck and Mark E. Oxley, Neural Networks for Fighting Crime, Chapter in Computational Intelligence Imitating Life, ed. Jacek M. Zuranda, IEEE Press, pp. 406-415.

Steven K. Rogers, John M. Colombi, Curtis E. Martin, James C. Gainey, Kenneth H. Fielding, Thomas. J. Burns, Dennis. W. Ruck, Matthew Kabrisky and Mark E. Oxley, “Neural Networks for Automatic Target Recognition”, Journal of Neural Networks, Vol. 8, No. 7/8 (Special Issue), pp. 1153-1184, 1995.

X.-G. Xia, Bruce. W. Suter, and Mark E. Oxley, “On Necessary and Sufficient Conditions for Perfect Reconstruction Multidimensional Delay Chain Systems”, IEEE Transactions on Signal Processing, Vol. 43, No. 6, pp. 1515-1519, June 1995.

Bruce. W. Suter and Mark E. Oxley, “Getting Around the Balian-Low Theorem Using Generalized Malvar Wavelets”, in L. Puccio, L. Montefusco, and C. Chui, editors., Wavelets: Theory, Algorithms, and Applications, San Diego, California: Academic Press, (invited chapter), pp. 295-310, 1994.

Mark N. Goltz and Mark E. Oxley, “An Analytical Solution to Equations Describing Rate-Limited Soil Vapor Extraction of Contaminants in the Vadose Zone”, Water Resources Research, Vol. 30, No. 10, pp. 2691-2698, October 1994.

Bruce. W. Suter and Mark E. Oxley, “On Variable Overlapped Windows and Weighted Orthonormal Bases”, IEEE Transactions on Signal Processing, Vol. 42, No. 8, pp. 1973-1982, August 1994.

Thomas J. Burns, Steven K. Rogers, Dennis. W. Ruck and Mark E. Oxley, “Discrete, Spatiotemporal, Wavelet Multiresolution Analysis Method for Computing Optical Flow”, Optical Engineering, Vol. 33, No. 7, pp. 2236-2247, July 1994.

Alan V. Lair and Mark E. Oxley, “Extinction in Finite Time of Solutions to Nonlinear Absorption-Diffusion Equations” Journal of Mathematical Analysis and Applications, Vol. 182, No. 3, pp. 857-866, March 1994.

Alan V. Lair and Mark E. Oxley, “Finite Extinction Time for a Nonlinear Parabolic Neumann Boundary Value Problem”, Applicable Analysis, Vol. 55, pp. 41-50, 1994.

Dennis. A. Montera, Steven K. Rogers, Dennis. W. Ruck and Mark E. Oxley, “Object Tracking Through Adaptive Correlation”, Optical Engineering, Vol. 33, No. 1, pp. 294-302, January 1994.

James. K. Lee, Matthew Kabrisky, Mark E. Oxley, Steven K. Rogers and Dennis. W. Ruck, “The Complex Cepstrum Applied to Two-Dimensional Images”, Pattern Recognition, Vol. 26, No. 10, pp. 1579-1592, October 1993.

Bruce. W. Suter and Mark E. Oxley, “On Windows and Orthonormal Bases”, in Y. Meyer and S. Roques, editors, Progress in Wavelet Analysis and Applications, Gif-sur-Yvette, France: Editions Frontieres, pp. 237-242, 1993.

Dennis W. Ruck, Steven K. Rogers, Matthew Kabrisky, P. S. Maybeck and Mark E. Oxley, “Comparative Analysis of Backpropagation and the Extended Kalman Filter for Training Multilayer Perceptrons”, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 14, No. 6, pp. 686-691, June 1992.

Dennis W. Ruck, Steven K. Rogers, Matthew Kabrisky, Mark E. Oxley and Bruce W. Suter, The Multilayer Perception as an Approximation to a Bayes Optimal Discriminant Function, reprinted in: James C. Bezdek and Sankar K. Pal (editors). Fuzzy Models for Pattern Recognition, pp. 436-438, IEEE Press, 1992

Dennis W. Ruck, Steven K. Rogers, Matthew Kabrisky, Mark E. Oxley and Bruce W. Suter, “The Multilayer Perception as an Approximation to a Bayes Optimal Discriminant Function”, reprinted in: V. Rao Vemuri, editor, Artificial Neural Networks: Concepts and Control Applications, pp. 414-416, IEEE Press, 1992.

Mark. N. Goltz and Mark E. Oxley, “Analytical Modeling of Aquifer Decontamination by Pumping When Transport is Affected by Rate-Limited Sorption”, Water Resources Research, Vol. 27, No. 4, pp. 47-556, April 1991.

Dennis W. Ruck, Steven K. Rogers, Matthew Kabrisky, Mark E. Oxley and Bruce W. Suter, “The Multilayer Perception as an Approximation to a Bayes Optimal Discriminant Function”, IEEE Transactions on Neural Networks, Vol. 1, No. 4, pp. 296-298, December 1990.

Dennis W. Quinn and Mark E. Oxley, “The Boundary Element Method Applied to Moving Boundary Problems”, Mathematical Computer Modelling, Vol. 14, pp. 145-150, 1990.

Robert. H. Martin, Jr. and Mark E. Oxley, “Moving Boundaries in Reaction-Diffusion Systems with Absorption”, Nonlinear Analysis, Theory, Method and Applications, Vol. 14, No. 2, pp. 167-192, February 1990.

Publication Files

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