Publications

[ Publications | CV | Talks | Teaching | Home | CV (pdf) ]

Robert J. Marks II

 

(updated 090525)

 

PUBLICATIONS - BOOKS
  1. R.J. Marks II, Introduction to Shannon Sampling and Interpolation Theory, (Springer-Verlag, 1991, ISBN 0-387-7391-5 and 3-540-97391-5).
  2. M.A. El-Sharkawi and R. J. Marks II, Editors, Applications of Neural Networks to Power Systems, (IEEE Press, Piscataway, 1991) [TOC].#
  3. R.J. Marks II, Editor, Advanced Topics in Shannon Sampling and Interpolation Theory, (Springer-Verlag, 1993, ISBN 0-387-97906-9; 3-540-97606-9). [ Book | TOC only]
  4. R.J. Marks II, Editor, Fuzzy Logic Technology and Applications, (IEEE Technical Activities Board, Piscataway, 1994, ISBN 0-7803-1383-6).
  5. Jacek Zurada, R.J. Marks II and C.J. Robinson; Editors, Computational Intelligence: Imitating Life, (IEEE Press, 1994). [ TOC | Book review]
  6. Marimuthu Palaniswami, Yianni Attikiouzel, Robert J. Marks II, David Fogel & Toshio Fukuda; Editors, Computational Intelligence: A Dynamic System Perspective, IEEE Press, 1995, ISBN 0-7803-1183-5).
  7. Russell D. Reed and R.J. Marks II _ Neural Smithing: Supervised Learning in Feedforward Artificial Neural Networks _ (MIT Press, Cambridge, MA, 1999.)
  8. R.J. Marks II, Handbook of Fourier Analysis and Its Applications, Oxford University Press, (2008).

 
  PUBLICATIONS - JOURNAL ARTICLES  
  1. R.J. Marks II and T.F. Krile, "Holographic representations of space-variant systems: system theory", Applied Optics, vol. 15, pp.2241-2245 (1976).
  2. R.J. Marks II, J.F. Walkup and M.O. Hagler, "A sampling theorem for space-variant systems", Journal of the Optical Society of America, vol. 66, pp.918-921 (1976).
  3. R.J. Marks II, J.F. Walkup, and M.O. Hagler, "Line spread function notation", Applied Optics, vol. 15, pp.2289-2290 (1976).
  4. R.J. Marks II, J.F. Walkup, M.O. Hagler and T.F. Krile, "Space-variant processing of one-dimensional signals", Applied Optics, vol. 16, pp.739-745 (1977).
  5. R.J. Marks II, J.F. Walkup and M.O. Hagler, "Ambiguity function display: an improved coherent processor", Applied Optics, vol. 16, pp.746-750 (1977).
  6. T.F. Krile, R.J. Marks II, J.F. Walkup and M.O. Hagler, "Holographic representations of space - variant systems using phase-coded reference beams", Applied Optics, vol. 16, pp.3131-3135 (1977).
  7. R.J. Marks II and S.V. Bell, "Astigmatic processor analysis", Optical Engineering, vol. 17, pp.157-169 (1978).
  8. R.J. Marks II, J.F. Walkup and M.O. Hagler, "Sampling theorems for linear shift-variant systems", IEEE Transactions on Circuits and Systems, vol. CAS-25, pp.228-233 (1978).
  9. R.J. Marks II, G.L. Wise, D.G. Haldeman and J.L. Whited, "Detection in Laplace noise", IEEE Transactions on Aerospace and Electronic Systems, vol. AES-14, pp.866-872 (1978).
  10. R.J. Marks II, J.F. Walkup and M.O. Hagler, "Methods of linear system characterization through response cataloging", Applied Optics, vol. 18, pp. 655-659 (1979).
  11. R.J. Marks II, M.I. Jones, E.L. Kral and J.F. Walkup, "One-dimensional linear coherent processing using a single optical element", Applied Optics, vol. 18, pp.2783-2786 (1979).
  12. R.J. Marks II and J.N. Larson, "One-dimensional Mellin transformation using a single optical element," Applied Optics, vol. 18, pp.754-755 (1979).
  13. R.J. Marks II and M.W. Hall, "Ambiguity function display using a single one-dimensional input", Applied Optics, vol. 18, pp.2539-2540 (1979).
  14. R.J. Marks II, "Two-dimensional coherent space-variant processing using temporal hologra ph y", Applied Optics, vol. 18, pp.3670-3674 (1979).
  15. R.J. Marks II, "Coherent optical extrapolation of two-dimensional signals: processor theory", Applied Optics, vol. 19, pp.1670-1672 (1980).
  16. M.O. Hagler, R.J. Marks II, E.L. Kral, J.F. Walkup and T.F. Krile, "Scanning technique for coherent processors", Applied Optics, vol. 19, pp.1670-1672 (1980).
  17. R.J. Marks II, "Sampling theory for linear integral transforms", Optics Letters, vol. 6, pp.7-9 (1981).
  18. R.J. Marks II, "Gerchberg's extrapolation algorithm in two dimensions", Applied Optics, vol. 20, pp.1815-1820 (1981).
  19. D.K. Smith and R.J. Marks II, "Closed form bandlimited image extrapolation", Applied Optics, vol. 20, pp.2476-2483 (1981).
  20. R.J. Marks II and M.W. Hall, "Differintegral interpolation from a bandlimited signal's samples", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-29, pp.872-877 (1981).
  21. R.J. Marks II and M.J. Smith, "Closed form object restoration from limited spatial and spectral information", Optics Letters, vol. 6, pp.522-524 (1981).
  22. R.J. Marks II, "Posedness of a bandlimited image extension problem in tomography", Optics Letters, vol. 7, pp.376-377 (1982).
  23. D. Kaplan and R.J. Marks II, "Noise sensitivity of interpolation and extrapolation matrices", Applied Optics, vol. 21, pp.4489-4492 (1982).
  24. R.J. Marks II, "Restoration of continuously sampled bandlimited signals from aliased data", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-30, pp.937-942 (1982).
  25. R.J. Marks II, "Restoring lost samples from an oversampled bandlimited signal", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-31, pp.752-755 (1983).
  26. R.J. Marks II, "Noise sensitivity of bandlimited signal derivative interpolation", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-31, pp.1029-1032 (1983).
  27. R.J. Marks II and D. Kaplan, "Stability of an algorithm to restore continuously sampled bandlimited images from aliased data", Journal of the Optical Society of America, vol. 73, pp.1518-1522 (1983).
  28. R.J. Marks II "Optical Information Processing by Francis T.S. Yu", Applied Optics, vol. 22, p.3465 (1983) - book review.
  29. R.J. Marks II and D. Radbel, "Error of linear estimation of lost samples in an oversampled bandlimited signal", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-32, pp.648-654 (1984).
  30. R.J. Marks II, "Linear coherent optical removal of multiplicative periodic degradations: processor theory", Optical Engineering, vol. 23, pp.745-747 (1984) ...invited paper.
  31. R.J. Marks II and S.M. Tseng, "Effect of sampling on closed form bandlimited signal interval interpolation", Applied Optics, vol. 24, pp.763-765 (1985); Erratum, vol. 24, p.2490 (1985).
  32. F. Salamat and R.J. Marks II, "Acousto-optic digital filter", Applied Optics, vol. 24, pp.829-835 (1985).
  33. K.F. Cheung and R.J. Marks II, "Ill-posed sampling theorems", IEEE Transactions on Circuits and Systems, vol. CAS-32, pp.829-835 (1985).
  34. D. Radbel and R.J. Marks II, "An FIR estimation filter based on the sampling theorem", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-33, pp.455-460 (1985).
  35. M.H. Goldburg and R.J. Marks II, "Signal synthesis in the presence of an inconsistent set of constraints", IEEE Transactions on Circuits and Systems, vol. CAS-32 pp. 647-663 (1985).
  36. R.J. Marks II and R. Reightley, "On iterative evaluation of extrema of integrals of trigonometric polynomials", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-33, pp.1039-1040 (1985).
  37. R.J. Marks II, "Multidimensional signal sample dependency at Nyquist densities", Journal of the Optical Society of America A, vol. 3, pp.268-273 (1986).
  38. R.J. Marks II and L.E. Atlas, "Composite matched filtering with error correction", Optics Letters, vol. 12, pp.135-137 (1987).
  39. R.J. Marks II, "A class of continuous level associative memory neural nets", Applied Optics, vol.26, pp.2005-2010, (1987).
  40. R.J. Marks II, J.A. Ritcey, L.E. Atlas and K.F. Cheung, "Composite matched filter output partitioning", Applied Optics, vol. 26, pp.2274-2278 (1987).
  41. K.F. Cheung, L.E. Atlas, J.A. Ritcey, C.A. Green and R.J. Marks II, "Conventional and composite matched filters with error correction: a comparison", Applied Optics, vol. 26, pp.4235-4239 (1987).
  42. M.I. Dadi and R.J. Marks II, "Detector relative efficiencies in the presence of Laplace noise", IEEE Transactions on Aerospace and Electronic Systems, vol. AES-23, pp.568-582 (1987).
  43. K.F. Cheung, L.E. Atlas and R.J. Marks II, "Synchronous versus asynchronous behavior of Hopfield's content addressable memory", Applied Optics, vol. 26, pp.4808-4813 (1987).
  44. R.J. Marks II, L.E. Atlas, J.J. Choi, S. Oh, K.F. Cheung and D.C. Park , "Performance analysis of associative memories with nonlinearities in the correlation domain", Applied Optics, vol. 27, pp.2900-2904 (1988).
  45. R.J. Marks II, L.E. Atlas and K.F. Cheung, "Optical processor architectures for alternating projection neural networks", Optics Letters, vol. 13, pp.533-535 (1988).
  46. W.S. Wu, K.F. Cheung and R.J. Marks II, "Multidimensional projection windows", IEEE Transactions on Circuits and Systems, vol. 35, pp.1168-1172 (1988).
  47. L.E. Atlas, R.J. Marks II and J.W. Taylor "Network learning modifications for multi-modal classification problems: applications to EKG patterns", Neural Networks, vol.1, sup. 1, p.4 (1988).
  48. K.F. Cheung, R.J. Marks II and L.E. Atlas, "Convergence of Howard's minimum negativity constraint extrapolation algorithm", Journal of the Optical Society of America A, vol.5, pp.2008-2009 (1988).
  49. S. Oh, D.C. Park , R.J. Marks II and L.E. Atlas "Error detection and correction in multilevel algebraic optical processors", Optical Engineering, vol. 27, #4, pp.289-294 (1988).47
  50. R.J. Marks II, "Committee On Neural Systems And Applications CAS Technical,''  IEEE Circuits and Devices Magazine, Volume 5, #2, pp.11-12, March 1989.
  51. S. Oh, D.C. Park , R.J. Marks II and L.E. Atlas, "Nondispersive propagation skew in iterative neural networks and optical feedback processors", Optical Engineering, vol.28, pp.526-532 (1989). - invited paper.
  52. R.J. Marks II, S. Oh and L.E. Atlas, "Alternating projection neural networks", IEEE Transactions on Circuits and Systems, vol.36, pp.846-857 (1989).
  53. R.J. Marks II, "Optical computing at the University of Washington", Laser Focus, pp.137-138, October 1989.
  54. K.F. Cheung and R.J. Marks II, "Image sampling below the Nyquist density without aliasing", Journal of the Optical Society of America A, vol.7, pp.92-105 (1990).
  55. Y. Zhao, L.E. Atlas and R.J. Marks II, "The use of cone-shaped kernels for generalized time-frequency representations of nonstationary signals", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 38, pp.1084-1091 (1990).
  56. L.E. Atlas, R. Cole, Y. Muthusamy, A. Lippman, G. Connor, D.C. Park, M. El-Sharkawi & R.J. Marks II, "A performance comparison of trained multi-layer perceptrons and classification trees", Proceedings of the IEEE, vol.78, pp.1614-1619 (1990).
  57. A. Ishimaru, R.J. Marks II, L. Tsang, C.M. Lam, D.C. Park and S. Kitamaru, "Particle size distribution using optical sensing and neural networks", Optics Letters, vol.15, pp. 1221-1223 (1990).
  58. R.J. Marks II, "The IEEE Neural Networks Council", IEEE Transactions on Neural Networks, vol. 1, p.249 (1990).
  59. J.N. Hwang, J.J. Choi, S. Oh and R.J. Marks II, "Query based learning applied to partially trained multilayer perceptrons", IEEE Transactions on Neural Networks, Vol. 2, pp.131-136, (1991).
  60. R.J. Marks II, "The Focus Of The Council ," Connections: Newsletter of the IEEE Neural Networks Council, Vol. 1, No. 1, May 1991, pp. 1.
  61. S. Oh and R.J. Marks II, "Dispersive propagation skew effects in iterative neural networks, IEEE Transactions on Neural Networks, vol.2, pp.160-162, (1991).
  62. M.E. Aggoune, M.A. El-Sharkawi, D.C. Park, M.J. Damborg and R.J. Marks II, "Preliminary results on using artificial neural networks for security assessment", IEEE Transactions on Power Engineering, vol.6, pp.890-896 (1991) and vol.6, pp.1324-1325 (1991). Addendum
  63. D.C. Park, M. El-Sharkawi and R.J. Marks II, "An adaptively trained neural network", IEEE Transactions on Neural Networks, vol.2, pp.334-345, (1991).
  64. S. Oh, R.J. Marks II and D. Sarr, "Homogeneous alternating projection neural networks", Neurocomputing, volume 3, pp. 69-95 (1991).
  65. R.J. Marks II, "The IEEE Neural Networks Council and IEEE Transnationalism," Connections: Newsletter of the IEEE Neural Networks Council, Vol. 1, No. 2, October 1991, pp. 1-2.
  66. R.J. Marks II, ``IEEE-NNC welcomes IEEE Computer Society and IEEE Power Engineering Society'' Connections: Newsletter of the IEEE Neural Networks Council, Vol. 1, No. 2, October 1991, pp. 6.
  67. S.Weerasooriya, M.A. El-Sharkawi, M. Damborg and R.J. Marks II, "Towards static-security assessment of a large-scale power system using neural networks", IEE Proceedings-C, Vol.139, No. 1, pp. 64-79, (January 1992).
  68. D.C. Park, M.A. El-Sharkawi, R.J. Marks II, L.E. Atlas & M.J. Damborg, "Electric load forecasting using an artificial neural network", IEEE Transactions on Power Engineering, vol.6, pp.442-449 (1991).
  69. Park, D.C.; Mohammed, O.; Oh, S.; Chung, S.Y.; Marks, R.J., II, "A correlation based associative memory", IEEE Proceedings of Southeastcon, vol. 2, 1991, pp 901 -904 vol.2 .
  70. R.J. Marks II, "Council Activities", IEEE Transactions on Neural Networks, vol. 2, pp.481-482 (September, 1991).
  71. S. Oh, Chung, H.J. Youn, R.J. Marks II and D.C. Park , "Correlation based associative memory and its MOS implementation", Analog Integrated Circuits and Signal Processing, vol. 2, pp.223-229, 1992 (Kluwer Academic Publishers).
  72. S. Oh and R.J. Marks II, "Some properties of the generalized time frequency representation with cone shaped kernels", IEEE Transactions on Signal Processing, vol.40, No.7, pp.1735-1745, 1992.
  73. L. Tsang, Z. Chen, S. Oh, R.J. Marks II and A.T.C. Chang, "Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model" IEEE Transactions on Goescience and Remote Sensing, vol. 30, no.5, pp. 1015-1024 (1992).
  74. D.C. Wunsch II, R.J. Marks II, T.P. Caudell and C.D. Capps, "Limitations of a class of binary phase-only filters", Applied Optics, vol. 31, no.26. pp.5681-5687 (1992)
  75. R.J. Marks II, "Transactions Update", IEEE Transactions on Neural Networks, vol. 4, p 1 (January, 1993).
  76. S. Oh. C.Ramon, M.G. Meyer and R.J. Marks II, "Resolution enhancement of biomagnetic images using the method of alternating projections", IEEE Transactions on Biomedical Engineering, vol. 40, no. 4, pp.323-328 (1993).
  77. D.C. Wunsch II, T.P. Caudell, C.D. Capps, R.J. Marks II and R. A. Falk, "An optoelectronic implementation of the adaptive resonance neural network", IEEE Transactions on Neural Networks, vol.4, no.4, pp.673-684 (1993).
  78. E. Sánchez-Sinencio & R.J. Marks II, "Editorial: Computationally Intelligent Video Reviews", IEEE Transactions on Neural Networks, vol. 4, p 2 (March, 1993).
  79. R.J. Marks II and Mani Soma, "ISCAS 1995 Update," IEEE Circuits and Systems Magazine, Vol.4, No.2, p.5 (1993).
  80. R.J. Marks II, "Intelligence: Computational Versus Artificial", IEEE Transactions on Neural Networks, vol. 4, p 737 (September, 1993).
  81. J.E. Sanders, C.H. Daly, W.R. Cummings, R.D. Reed and R.J. Marks II, "A measurement device to assist amputee prosthetic fitting", Journal of Clinical Engineering, volume 19, no.1 (January-February 1994), pp. 63-71.
  82. M.A. El-Sharkawi and R.J. Marks II, "What role can neural networks play in power system engineering", IEEE Power Engineering Review, February 1994, pp. 14-16.
  83. C. Ramon, P. Czapski, R.J. Marks II, H.C. Lai and S. Lee, "Noninvasive Biomagnetic Sensing of Biological Currents", National Acadamies of Science and Engineering National Research Council of the United States, Radio Science Meeting, June 19-24, 1994, Seattle, p. 272.
  84. S.Oh, R.J. Marks II and L.E. Atlas, "Kernel synthesis for generalized time-frequency distributions using the method of alternating projections onto convex sets", IEEE Transactions on Signal Processing, vol. 42, No.7, July 1994, pp.1653-1661.
  85. R.J. Marks II, "The Transactions Gains Weight", IEEE Transactions on Neural Networks, vol. 6, p 1 (January, 1995). Editorial
  86. Russell Reed, R.J. Marks II and Seho Oh, "Similarities of error regularization, sigmoid gain scaling, target smoothing and training with jitter", IEEE Transactions on Neural Networks, vol. 6, no.3, May 1995, pp. 529-538.
  87. M.A. El-Sharkawi, R.J. Marks II, S.Oh, S.J. Huang, I. Kerszenbaum and A. Rodriguez, "Localization of Winding Shorts Using Fuzzified Neural Networks", IEEE Transactions on Energy Conversion, vol. 10, no.1, March 1995, pp.147-155.
  88. P. Arabshahi, J.J. Choi, R.J. Marks II and T.P. Caudell, "Fuzzy Parameter Adaptation in Optimization: Some Neural Net Training Examples", Computational Science and Engineering, (IEEE Computer Society), vol 3, No 1, Spring 1996, pp.57-65.
  89. R.J. Streifel, R.J. Marks II, M.A. El-Sharkawi and I. Kerszenbaum, "Detection of Shorted-Turns in the Field Winding of Turbine-Generator Rotors Using Novelty Detectors: Development and Field Test", IEEE Transactions on Energy Conversion, vol.11, no.2, June 1996, pp.312-317.
  90. R..J. Marks II, "Web Abstracts", IEEE Transactions on Neural Networks, vol.7, p 265 (March, 1996).
  91. R.J. Marks II, "The Joumal Citation Report: Testifying for Neural Networks," IEEE Transactions on Neural Networks, vol.7, no.4, July 1996, p.801.
  92. S. Lee, P.S. Cho, R.J. Marks II and S. Oh, "Conformal Radiotherapy Computation by the Method of Alternating Projection onto Convex Sets", Phys. Med. Biol., vol.42, July 1997, pp.1065-1086.
  93. T. Dillon, P.Arabshahi & R.J. Marks II, "Everyday Applications of Neural Networks", IEEE Transactions of Neural Networks, vol. 8, no.4, July 1997, pp.825-826
  94. P. Arabshahi, R.J. Marks II, S. Oh, T.P. Caudell , J.J. Choi, and B.G. Song, "Pointer Adaptation and Pruning of Min-Max Fuzzy Estimation," IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol.44, no.9, September 1997, pp.696-709.
  95. R.J. Marks II, "The TNN On Line", IEEE Transactions on Neural Networks, vol. 8, (March, 1997).
  96. R.J. Marks II, "Old Neural Network Editors Don’t Die, They Just Prune Their Hidden Nodes", IEEE Transactions on Neural Networks, vol. 8, no 6 (November, 1997), p.1221.
  97. P.S. Cho, S. Lee, R.J. Marks II, S.Oh, S.G. Sutlief, M.H. Phillips, "Optimization of Intensity Modulated Beams With Volume Constraints Using Two Methods: Cost Function Minimization and Projections Onto Convex Sets", Medical Physics, (Am. Assoc. Phys. Med.), Vol. 25, No.4, pp.435-443 (April 1998).
  98. P.S. Cho, H.G. Kuterdem and R.J. Marks II, "A spherical dose model for radiosurgery plan optimization", Phys. Med. Biol, vol.43, pp.3145-3148 (1998).
  99. M.A. El-Sharkawi, P. Peng and R.J. Marks II, "Short term peak load forecasting using detrended partitioned data training of a neuro-fuzzy regression machine", Engineering Intelligent Systems, vol.7, no.9, pp.197-202 (December 1999).
  100. C.A. Jensen, M.A. El-Sharkawi and R.J. Marks II, "Power Security Boundary Enhancement Using Evolutionary-Based Query Learning", Engineering Intelligent Systems, vol.7, no.9, pp.215-218 (December 1999).
  101. S. Guttormsson, R.J. Marks II, M.A. El-Sharkawi and I. Kerszenbaum, "Elliptical novelty grouping for on-line short-turn detection of excited running rotors", IEEE Transactions on Energy Conversion, IEEE Transactions on Volume: 14 1 , March 1999 , Page(s): 16 -22
  102. Jensen, C.A.; Reed, R.D.; Marks, R.J., II; El-Sharkawi, M.A.; Jae-Byung Jung; Miyamoto, R.T.; Anderson, G.M.; Eggen, C.J., "Inversion of feedforward neural networks: algorithms and applications", Proceedings of the IEEE, Volume: 87 9, Sept. 1999 , Page(s): 1536 -1549
  103. R.J. Streifel, R.J. Marks II, R. Reed. J.J. Choi and M. Healy, "Dynamic Fuzzy Control of Genetic Algorithm Parameter Coding", IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics (Vol. 29, No. 3, June 1999, pp.426-32).
  104. P.S. Cho & R.J. Marks II, "Hardware-sensitive optimization for intensity modulated radiotherapy", Phys. Med. Biol, 2000 (pp. 429-440) .
  105. A.S. Kulkarni, M.A. El-Sharkawi, R.J. Marks II, G. Andexler, J. Xing and I. Kerszenbaum, "Development of a technique for on-line detection of shorts in field windings of turbine-generator rotors: circuit design and testing ", IEEE Transactions on Energy Conversion, vol.15, No.1, March 2000 (pp.8-13).
  106. C.A. Jensen, M.A. El-Sharkawi and R.J. Marks II, "Power System Security Assessment Using Neural Networks: Feature Selection Using Fisher Discrimination", IEEE Transactions on Energy Conversion, vol.16, no.4, pp.757-763 (November, 2001).
  107. L.S. Moulin, A.P.A. da Silva, M.A. El-Sharkawi, R.J. Marks II, "Neural Network and Support Vector Machines Applied to Power Systems Transient Stability Analysis", International Journal of Engineering Intelligent Systems for Electrical Engineering and Communication, Volume 9, number 4, December 2001, (pp.205-212).
  108. S. Narayanan, P.S. Cho and R.J. Marks II, "Fast Cross-Projection Algorithm for Reconstruction of Seeds in Prostate Brachytherapy", Med. Phys. 29 (7), July 2002, pp.1572-1579.
  109. Ioannis N Kassabalidis, Mohamed El-Sharkawi, Robert J. Marks II, "Dynamic Security Border Identification Using Enhanced Particle Swarm", IEEE Transactions on Power Systems, Volume: 17 Issue: 3, Aug. 2002, Page(s): 723 -729.
  110. L. S. Moulin, A. P. Alves da Silva, M. A. El-Sharkawi, and R. J. Marks II, "Support Vector and Multilayer Perceptron Neural Networks Applied to Power Systems Transient Stability Analysis with Input Dimensionality Reduction", IEEE Transactions on Power Engineering, Volume 17, 2002, pp.1308-1313.
  111. Ceon Ramon, J. Schreiber, Jens Haueisen, Paul Schimpf, Robert J. Marks, Akira Ishimaru, "Reconstruction and Enhancement of Current Distribution on Curved Surfaces from Biomagnetic Fields Using POCS," Canadian Applied Mathematics Quarterly, vol. 10, No.2, Summer 2002.
  112. G. Chrysanthakopoulos, W. L.J. Fox, R. T. Miyamoto, R. J. Marks II, M. A. El-Sharkawi & M. Healy, "A Fuzzy-Logic Autonomous Agent, Applied as a Supervisory Controller in a Simulated Environment", IEEE Transactions on Fuzzy Systems,  vol 12, #1, February 2004, pp. 107-122. (color preprint).
  113. Steve T Lam, Paul S Cho, Robert J Marks II and Sreeram Narayanan, "Three-dimensional seed reconstruction for prostate brachytherapy using Hough trajectories", Phys. Med. Biol. 49 (2004) pp 557–569.
  114. L.S. Moulin, A.P.A. da Silva, M.A. El-Sharkawi, R.J. Marks II, "Support vector machines for transient stability analysis of large-scale power systems", IEEE Transactions on Power Systems, Volume: 19 , Issue: 2 , May 2004, Pages 818 - 825.
  115. S. Narayanan, P.S. Cho and R.J. Marks II, "Three-dimensional seed reconstruction from an incomplete data set for prostate brachytherapy", Phys. Med. Biol., vol.49, pp.3483-3494 (2004).
  116. Jiho Park, R.J. Marks II, D.C. Park and M.A. El-Sharkawi, "Content Based Adaptive Spatio-Temporal Methods for MPEG Repair", IEEE Transactions on Image Processing, Vol. 13, # 8 , pp 1066-1077 (August 2004).
  117. Jaemin Kim, Seongwon Cho, Jinsu Choi and Robert J. Marks II , "Iris Recognition Using Wavelet Features", Journal of VLSI Signal Processing Systems, Volume 38, Issue 2, Pages: 147-156, (September 2004).
  118. Jiho Park, D.C. Park, R.J. Marks II and M.A. El-Sharkawi, "Recovery of Image Blocks Using the Method of Alternating Projections", IEEE Transactions on Image Processing, Vol. 14, No. 4, pp. 461-471, (April 2005).
  119. S.T. Lam, P.S. Cho, R.J.Marks, S. Narayanan, "Detection and correction of patient movement in prostate brachytherapy seed reconstruction", Phys. Med. Biol., vol.50 (#9), Pages 2071-2087, (May 7, 2005).
  120. R.J. Marks II, Ian Gravagne, John M. Davis, Jeffrey J. DaCunha "Nonregressivity in Switched Linear Circuits and Mechanical Systems," Mathematical and Computer Modelling, vol. 43, pp.1383-1392, (2006).
  121. R.J. Marks II, "Awards - 2006 CIS neural networks pioneer award," IEEE Computational Intelligence Magazine, Volume 1, #2, May 2006, pp.45 - 48.
  122. Eric C. Green, B. Randall Jean, R. J. Marks II, "Artificial Neural Network Analysis of Microwave Spectrometry on Pulp Stock: Determination of Consistency and Conductivity," IEEE Transactions on Instrumentation and Measurement, vol 55, #6, December 2006, pp.2132-2135.
  123. I.A. Gravagne & R.J. Marks II, "Emergent Behaviors of Protector, Refugee and Aggressor Swarm," IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, Volume 37,  Issue 2,  April 2007, pp. 471 - 476.
  124. John M. Davis, Ian A. Gravagne, Billy J. Jackson, Robert J. Marks II and Alice A. Ramos, "The Laplace Transform on Time Scales Revisited," Journal of Mathematical Analysis Applications, vol.332 (2007) 1291–1307.  (ppt)
  125. Russell W. Duren, Robert J. Marks II, Paul D. Reynolds and Matthew L. Trumbo, "Real-Time Neural Network Inversion on the SRC-6e Reconfigurable Computer," IEEE Transactions on Neural Networks, vol. 18, no. 3, May 2007 pp. 889-901.
  126. Jeffrey J. Weinschenk, William E. Combs, Robert J. Marks II, "On the avoidance of rule explosion in fuzzy inference engines, " International Journal of Information Technology and Intelligent Computing,  vol.1, #4 (2007). (draft )
  127. Robert J. Marks II, "IEEE Fellows - Class of 2007" IEEE Computational Intelligence Magazine, pp. 5-9, August 2007.
  128. Robert J. Marks II, Ian A. Gravagne & John M. Davis, "A Generalized Fourier Transform and Convolution on Time Scales,"  Journal of Mathematical Analysis and Applications Volume 340, Issue 2, 15 April 2008, Pages 901-919
  129. Matthew L. Trumbo, B. Randall Jean, Robert J. Marks II, "A New Modality for Microwave Tomographic Imaging: Transit Time Tomography," International Journal of Tomography & Statistics, Volume 11, No. W09, Winter 2009, pp. 4-12. 
  130. Billy J. Jackson, John M. Davis, Ian A. Gravagne, Robert J. Marks II, ``Controllability, Observability, Realizability and Stability of Dynamic Linear Systems,'' Electronic Journal of Differential Equations, Vol. 2009 (2009), No. 37, pp. 1-32. [web]
  131. William A. Dembski and Robert J. Marks II, "Conservation of Information in Search: Measuring the Cost of Success," IEEE Transactions on Systems, Man and Cybernetics A, Systems and Humans, vol.39,  #5, September 2009, pp.1051-1061
  132. John M. Davis, Ian A. Gravagne and Robert J. Marks II, "Convergence of Unilateral Laplace Transforms on Time Scales," Circuits, Systems, and Signal Processing - in press. REPRINT
  133. John M. Davis, Ian A. Gravagne and Robert J. Marks II, "Bilateral Laplace Transforms on Time Scales: Convergence, Convolution, and the Characterization of Stationary Stochastic Time Series," Circuits, Systems, and Signal Processing - in press. REPRINT

 

PUBLICATIONS - PROCEEDINGS & OTHER PAPERS

  1. R.J. Marks II, J.F. Walkup and T.F. Krile, "An improved coherent processor for ambiguity function display", Proceedings of the International Optical Computing Conference, Capri, Italy, September 1976 - invited paper.
  2. R.J. Marks II, G.L. Wise, D.G. Haldeman and J.L. Whited, "Some preliminary results on detection in Laplace noise", Proceedings of the 1977 Conference on Information Science and Systems, Johns Hopkins University, Baltimore, March-April 1977.
  3. R.J. Marks II, J.F. Walkup and M.O. Hagler, "Sampling theorems for shift-variant systems", Proceedings of the 1977 Midwest Symposium on Circuits and Systems, Texas Tech University, Lubbock, August 1977.
  4. R.J. Marks II, G.L. Wise and D.G. Haldeman, "Further results on detection in Laplace noise", Proceedings of the 1977 Midwest Symposium on Circuits and Systems, Texas Tech University, Lubbock, August 1977.
  5. T.F. Krile, R.J. Marks II, J.F. Walkup and M.O. Hagler, "Space-variant holographic optical systems using phase coded reference beams", Proceedings of the International Optical Computing Conference, San Diego, California, August 1977.
  6. R.J. Marks II and J.F. Walkup, "Coherent optical processors for ambiguity function display and one-dimensional correlation/convolution operations", Proceedings of the SPIE Symposium/Workshop on the Effective Utilization of Optics in Radar Systems, Huntsville, Alabama, September 1977.
  7. M.O. Hagler, E.L. Kral, J.F. Walkup and R.J. Marks II, "Linear coherent processing using an input scanning technique", Proceedings of the 1978 International Computing Conference, London, England, 1978, pp.148-151.
  8. R.J. Marks II and D.K. Smith, "An iterative coherent processor for bandlimited signal extrapolation", Proceedings of the 1980 International Computing Conference, Washington D.C., April 1980 - invited paper.
  9. R.J. Marks II, "Superresolution via analysis", Proceedings of the Limits of Passive Imaging Workshop, Mackinac Island, MI, pp.45-55, May 24-26, 1983 - invited paper.
  10. R.J. Marks II, "Processing group report", Proceedings of the Limits of Passive Imaging Workshop, Mackinac Island, MI, pp.13-17, May 24-26, 1983.
  11. R.J. Marks II and L.E. Atlas, "Image recognition with inexact processing", Proceedings of the IEEE-IECEJ-ASJ International Conference on Acoustics, Speech and Signal Processing, Tokyo, Japan, March 1986.
  12. T. Homma, L.E. Atlas and R.J. Marks II, "A neural network model for vowel classification", Proceedings of theInternational Conference on Acoustics, Speech and Signal Processing, 1987. Published as a reprint in Proceedings of the 1988 Connectionist Models Summer School, (Morgan Kaufman Publishers, San Mateo, CA. 1988) pp.380-387.
  13. J.A. Ritcey, L.E. Atlas, A. Somani, D. Nguyen, F. Holt and R.J. Marks II, "A signal space interpretation of neural networks", Proceedings of the International Symposium on Circuits and Systems, pp.370-376, Philadelphia, May 1987.
  14. L.E. Atlas, Y. Zhao and R.J. Marks II, "Application of the generalized time-frequency representation to speech signal analysis", Proceedings of the IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, pp.517-519, Victoria, B.C. Canada, June 4-5, 1987.
  15. K.F. Cheung, R.J. Marks II and L.E. Atlas, "Neural net associative memories based on convex set projections", Proceedings of the IEEE First International Conference on Neural Networks, San Diego, June 1987, pp.III-245-III252.
  16. R.J. Marks II, L.E. Atlas and K.F. Cheung, "A class of continuous level neural nets", Proceedings of the Fourteenth Congress of the International Commission for Optics, pp.29-30, Quebec City, Quebec Canada, August 24-28, 1987.
  17. R.J. Marks II, L.E. Atlas, S. Oh and J.A. Ritcey, "The performance of convex set projection based neural networks", Neural Information Processing Systems, Dana Z. Anderson, editor, (American Institute of Physics, New York, 1988), pp. 534-543.
  18. L.E. Atlas, T. Homma,and R.J. Marks II, "An artificial neural network for spatio-temporal bipolar patterns: application to phoneme classification" Neural Information Processing Systems, Dana Z. Anderson, editor, (American Institute of Physics, New York, 1988) pp.31-40.
  19. R.J. Marks II, L.E. Atlas and K.F. Cheung, "Architectures for a continuous level neural network based on alternating orthogonal projections", Proceedings of O-E/LASE '88 Conference on Neural Network Models for Optical Computing, Los Angeles, January 1988, SPIE volume 882, pp 90-92.
  20. R.J. Marks II, L.E. Atlas, J.J. Choi, S. Oh and D.C. Park, "Nonlinearity requirements for correlation based associative memories", Proceedings of O-E/LASE '88 Conference on Optical Computing and Nonlinear Materials, Los Angeles, January 1988, SPIE volume 881, pp 179-183.
  21. R.J. Marks II, L.E. Atlas and S. Oh, "Generalization in layered classification neural networks". 1988 IEEE International Symposium on Circuits and Systems, pp. 503-506, Helsinki, 7-9 June, 1988.
  22. H. Philipp and R.J. Marks II, "Microprocessor based light bridge sensors", Industrial Optical Sensing, SPIE vol.961, pp.28-34, 1988 (The Society of Photo-Optical Instrumentation Engineers, Bellingham, WA).
  23. R.J. Marks II, S. Oh, L.E. Atlas and J.A. Ritcey, "Homogeneous and layered alternating projection neural networks", in Real-Time Signal Processing for Industrial Applications, edited by Bahram Javidi (SPIE Optical Engineering Press, Bellingham, WA. 1989), pp. 217-232.
  24. S. Oh, L.E. Atlas, R.J. Marks II and D.C. Park, "Effects of clock skew in iterative neural network and optical feedback processors", Proceedings of the IEEE International Joint Conference on Neural Networks, San Diego, July 24-27, 1988, vol.II, pp.429-436.
  25. R.J. Marks II, L.E. Atlas, D.C. Park and S. Oh, "The effect of stochastic interconnects in artificial neural network classification", Proceedings of the IEEE International Conference on Neural Networks, San Diego, July 24-27, 1988, vol.II, pp.437-442.
  26. J.G. McDonnell, R.J. Marks II and L.E. Atlas, "Neural networks for solving combinatorial search problems: a tutorial", Northcon/88 Conference Record, vol.II, pp.868-876, (Western Periodicals Co., North Hollywood, CA), Seattle WA, October 1988 - invited paper.
  27. R.J. Marks II and L.E. Atlas, "Geometrical interpretation of Hopfield's content addressable memory neural network", Northcon/88 Conference Record, vol.II, pp.964-977, Seattle WA, October 1988 (Western Periodicals Co., North Hollywood, CA) - invited paper.
  28. R.J. Marks II, "The President's Whimsey," Partially Coherent News (Newsletter of the Puget Sound Section of the Optical Society of America), March 1988, p.2.
  29. M. Aggoune, M.A. El-Sharkawi, D.C. Park, M.J. Damborg and R.J. Marks II, "Preliminary results on using artificial neural networks for security assessment", Proceedings of the 1989 Power Industry Computer Applications (PICA) Conference, pp.252-258, June 1989, Seattle, WA.
  30. M.E. Aggoune, L.E. Atlas, D.A. Cohn, M.J. Damborg, M.A. El-Sharkawi and R.J. Marks II, "Artificial neural networks for static system security assessment", Proc. 1989 IEEE International Symposium on Circuits and Systems, pp.490-494, 9-11 May 1989, Portland - invited paper.
  31. R.J. Marks II, S. Oh, D.C. Park and L.E. Atlas, "Skew effects due to optical path length variation in iterative neural processors", Proc. 1989 IEEE International Symposium on Circuits and Systems, pp.474-477, 9-11 May 1989, Portland - invited paper.
  32. Z. Li and R.J. Marks II, "Accelerated convergence of an iterative implementation of a two dimensional IIR filter" Proc. 1989 IEEE International Symposium on Circuits and Systems, pp.1483-1486, 9-11 May 1989, Portland .
  33. S. Oh and R.J. Marks II, "Noise sensitivity of projection neural networks", Proc. 1989 IEEE International Symposium on Circuits and Systems, pp.2201-2204, 9-11 May 1989, Portland .
  34. M.A. El-Sharkawi, R.J. Marks II, M.E. Aggoune, D.C. Park, M.J. Damborg and L.E. Atlas, "Dynamic security assessment of power systems using back error propagation artificial neural networks", Proceedings of the 2nd Annual Symposium on Expert Systems Applications to Power Systems, pp.366-370, 17-20 July 89, Seattle.
  35. L.E. Atlas, R.J. Marks II, M. Donnell & J. Taylor, "Multi-scale dynamic neural net architectures", Proceedings of the IEEE Pacific Rim Conference on Communications, Computers & Signal Processing, 1-2 June, 1989, Victoria B.C. (Canada) pp.509-512.
  36. K.F. Cheung and R.J. Marks II, "Papoulis' generalization of the sampling theorem in higher dimensions and its application to sample density reduction", Proc. International Conference on Circuits & Systems, July 6-8, 1989, Nanjing, China - invited paper.
  37. K.F. Cheung, M.C. Poon and R.J. Marks II, "A multidimensional extension of Papoulis' sampling expansion and some applications", Proceedings of the 1989 International Symposium on Computer Architecture and Digital Signal Processing (Hong Kong Convention and Exhibition Centre, 11-14 October, 1989), pp.267-272.
  38. K.F. Cheung, S. Oh, R.J. Marks II and L.E. Atlas, "Bernoulli clamping in alternating projection neural networks", Proceedings of the 1989 International Symposium on Computer Architecture and Digital Signal Processing (Hong Kong Convention and Exhibition Centre, 11-14 October, 1989), pp.41-45.
  39. L.E.Atlas, J. Conner, D.C. Park, M.A. El-Sharkawi, R.J. Marks II, A. Lippman, R. Cole and Y. Muthusamy, "A performance comparison of trained multi-layer perceptrons and trained classification trees", Proc. 1989 IEEE International Conference on Systems, Man and Cybernetics, (Hyatt Regancy, Cambridge, Massachusetts, 14-17 Nov. 1989), pp.915-920.
  40. L.E. Atlas, D. Cohn, R. Ladner, M.A. El-Sharkawi, R.J. Marks II, M.E. Aggoune, D.C. Park, "Training connectionist networks with queries and selective sampling", Advances in Neural Network Information Processing Systems 2, Morgan Kaufman Publishers, Inc., San Mateo, CA., 1990, pp.566-573.
  41. M.J. Damborg, M.A. El-Sharkawi, M.E. Aggoune and R.J. Marks II, "Potential of artificial neural networks to power system operation", Proc. 1990 IEEE International Symposium on Circuits and Systems, (1-3 May, 1989, New Orleans , Louisiana ) pp. 2933-2937.- invited paper.
  42. J.N. Hwang, J.J. Choi S. Oh & R.J. Marks II, "Classification boundaries and gradients of trained multilayer perceptrons", Proc. 1990 IEEE International Symposium on Circuits and Systems, (1-3 May, 1989, New Orleans , Louisiana ) pp. 3256-3259.
  43. R.J. Marks II, "Welcome" Proceedings of the International Joint Conference on Neural Networks (IJCNN), San Diego, June 17-21, 1990.
  44. L.E. Atlas, R. Cole, J. Connor, M. El-Sharkawi, R.J. Marks II, Y. Muthusamy and E. Barnard, "Performance comparisons between backpropagation networks and classification trees on three real-world applications", Advances in Neural Network Information Processing Systems 2, Morgan Kaufman Publishers, Inc., San Mateo, CA. 1990.
  45. D. Cohn, L.E. Atlas, R. Ladner, M.A. El-Sharkawi, R.J. Marks II, M.E. Aggoune, D.C. Park, "Training connectionist networks with queries and selective sampling", Advances in Neural Network Information Processing Systems 2, Morgan Kaufman Publishers, Inc., San Mateo, CA. 1990.
  46. C.M. Lam, D.C. Park, L. Tsang, R.J. Marks II. A. Ishimaru & S. Kitamura, "Determination of particle distribution using a neural network trained with backscatter measurement", Proc. 1990 IEEE Ap-S International Symposium & URSI Radio Science Meeting, 7-11 May, 1990, Dallas, Texas.
  47. A. Ishimaru, R.J. Marks II, L. Tsang, C.M. Lam, D.C. Park & S. Kitamaru, "Optical sensing of particle size distribution by neural network technique", Proc. 10th Annual International Geoscience and Remote Sensing Symposium, 20-24 May, 1990 , Washington, D.C., (IEEE Press) vol. III, pp. 2129-2132.
  48. J.N. Hwang, C.H. Chan, R.J. Marks II, "Frequency selective surface design based on iterative inversion of neural networks", Proceedings of the International Joint Conference on Neural Networks, San Diego, 17-21 June 1990, vol. I, pp.I39-I44.
  49. J.N. Hwang, J.J. Choi, S. Oh, R.J. Marks II, "Query learning based on boundary search and gradient computation of trained multilayer perceptrons", Proceedings of the International Joint Conference on Neural Networks, San Diego, June, 1990, 17-21 June 1990, vol. III, pp.III57-III62.
  50. R.J. Marks II, "Neural networks for classification and regression", Proc. of the First Workshop on Neural Networks: Academic/Industrial/NASA/Defense, Auburn University and Conference Center, 4-6 February, 1990, Auburn, Alabama, pp.45-49 - invited paper.
  51. M.E. Aggoune, M.J. Damborg, M.A. El-Sharkawi, R.J. Marks II and L.E. Atlas, "Dynamic and static security assessment of power systems using artificial neural networks", Proceedings of the NSF Workshop on Applications of Artificial Neural Network Methodology in Power Systems Engineering, April 8-10, 1990, Clemson University, pp.26-30.
  52. S.Oh, R.J. Marks II, L.E. Atlas and J.W. Pitton, "Kernel synthesis for generalized time-frequency distributions using the method of projection onto convex sets", SPIE Proceedings 1348, Advanced Signal Processing Algorithms, Architectures, and Implementation, F.T. Luk, Editor, pp.197-207, San Diego, July 10-12, 1990.
  53. J.N. Hwang, R.J. Marks II and L.E. Atlas, "Neural network research at the University of Washington - recent results and applications", Northcon/90 Conference Record, (Western Periodicals Co., North Hollywood, CA), Seattle WA, October 9-11, 1990, pp. 263-268 - invited paper.
  54. S. Weerasooriya, M.A. El-Sharkawi, M. Damborg & R.J. Marks II, "Towards static security assessment of a large scale power system using neural networks", IEEE Power Engineering Systems 1991 Summer Meeting.
  55. R.J. Marks II, "Welcome" Proceedings of the International Joint Conference on Neural Networks (IJCNN), San Diego, June 17-21, 1990.
  56. M.A. El-Sharkawi, R.J. Marks II, M.J. Damborg, L.E. Atlas, D.A. Cohn and M. Aggoune, "Artificial neural networks as operator aid for on-line static security assessment of power systems", Proceedings of the Power Systems Computation Conference, Graz, Austria (August 19-24, 1990), pp.895-901.
  57. D.C. Park, M.A. El-Sharkawi, R.J. Marks II, L.E. Atlas & M.J. Damborg, "Electric load forecasting using an artificial neural network", IEEE Power Engineering Systems 1990 Summer Meeting, Minneapolis, Minnesota, 15-19 July 1990.
  58. S.Oh and R.J. Marks II, "Performance attributes of generalized time-frequency representations with double diamond and cone shaped kernels", Proceedings of the Twenty Fourth Asimomar Conference on Signals, Systems and Computers, 5-7 November, 1990, Asilomar Conference Grounds, Monterey, California.
  59. L. Tsang, Z. Chen, S. Oh, R.J. Marks II & A.T.C. Chang, "Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model", Proceedings of the 1991 International Geoscience & Remote Sensing Symposium, 3-7 June 1991, Espoo, Finland.
  60. R.J. Marks II, "Welcome" Proceedings of the International Joint Conference on Neural Networks (IJCNN), Seattle, July 8-12, 1991.
  61. Z. Li, R. Krishnan and R.J. Marks II, "A modularized RNS-decimal number conversion algorithm and its implementation", Proceedings of the IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, pp.319-322, May 9-10, 1991 , Victoria , B.C. Canada .
  62. D.C. Park, O. Mohammed, M.A. El-Sharkawi and R.J. Marks II, "Adaptively trained neural networks and their application to electric load forecasting", Proceedings of the International Symposium on Circuits and Systems, 11-14 June, 1991, Singapore, volume 2, pp.1125-1128.
  63. M.A. El-Sharkawi, S.Oh, R.J. Marks II, M.J. Damborg & C.M. Brace "Short term electric load forecasting using an adaptively trained layered perceptron", Applications of Neural Networks to Power Systems, (Proceedings of the First International Forum on Applications of Neural Networks to Power Systems), July 23-26, 1991, Seattle, WA, (IEEE Press, pp.3-6).
  64. S.Oh, R.J. Marks II & M.A. El-Sharkawi, "Query based learning in a multilayered perceptron in the presence of data jitter", Applications of Neural Networks to Power Systems, (Proceedings of the First International Forum on Applications of Neural Networks to Power Systems), July 23-26, 1991, Seattle, WA, (IEEE Press, pp.72-75).
  65. D.C. Park, O. Mohammed, M.A. El-Sharkawi & R.J. Marks II, "An adaptively trainable neural network and its application to electric load forecasting", Applications of Neural Networks to Power Systems, (Proceedings of the First International Forum on Applications of Neural Networks to Power Systems), July 23-26, 1991, Seattle, WA, (IEEE Press, pp.7-11).
  66. M.A. El-Sharkawi and R. J. Marks II, "Preface," in Applications of Neural Networks to Power Systems, (Proceedings of the First International Forum on Applications of Neural Networks to Power Systems), July 23-26, 1991, Seattle, WA, (IEEE Press).
  67. M.A. El-Sharkawi and R. J. Marks II, "A Brief History Of Neural Networks" in Applications of Neural Networks to Power Systems, (Proceedings of the First International Forum on Applications of Neural Networks to Power Systems), July 23-26, 1991, Seattle, WA, (IEEE Press).
  68. M.A. El-Sharkawi & R.J. Marks II, "Electric load forecasting using adaptive neural networks", Proceedings of the International Symposium on Circuits and Systems, Singapore, 11-14 June 1991.
  69. J.J. Choi, S.Oh & R.J. Marks II, "Training layered perceptrons using low accuracy computation", Proceedings of the International Joint Conference on Neural Networks, Singapore, 18-20 Nov 91, IEEE Press, pp.554-559.
  70. C.F. Bas & R.J. Marks II, "The layered perceptron versus the Neyman-Pearson optimal detection", Proceedings of the International Joint Conference on Neural Networks, Singapore, 18-20 Nov 91, IEEE Press, pp.1486-1489.
  71. Witali L. Dunin-Barkowski, R.J. Marks II, Wesley E. Snyder, "Preface,''  Proceedings of the 1992 RNNS/IEEE Symposium on Neuroinformatics and Neurocomputing, Rostov-on-Don, Russia, October 7- 10, 1992.
  72. M.A. El-Sharkawi and R.J. Marks II, "Can neural networks play a role in power system engineering?", Proc. NSF/EPRI Workshop on Advanced Computing Applications to Power Engineering, Victoria, B.C., October 16-18, 1991.
  73. R.J. Marks II, "Message from President: IEEE Neural Networks Council," 1991 International Joint Conference on Neural Networks, Singapore, November 18-21 (1991).
  74. C.Ramon, S.Oh, M.G. Meyer and R.J. Marks II, "Biomagnetic image reconstruction using the method of alternating projections", Proceedings of the SPIE, vol.1652, 1992.
  75. P. Arabshahi, J.J. Choi, R.J. Marks II and T.P. Caudell, "Fuzzy control of backpropagation", Proceedings of the First IEEE International Conference on Fuzzy Systems (FUZZ-IEEE `92), San Diego, pp. 967-972, March 1992.
  76. J.J. Choi, P. Arabshahi, R.J. Marks II and T.P. Caudell, "Fuzzy parameter adaptation in neural systems", Proceedings of the International Conference on Neural Networks, Baltimore , June 1992.
  77. R. Reed, S. Oh and R.J. Marks II, "Regularization using jittered training data", Proceedings of the International Joint Conference on Neural Networks, Baltimore MD, pp.III147-III152, June 1992.
  78. R. Reed and R.J. Marks II, "Genetic Algorithms and Neural Networks: An Introduction", Northcon/92 Conference Record, (Western Periodicals Co., Ventura, CA), Seattle WA, October 19-21, 1992, pp.293-301 - invited paper.
  79. M.A. El-Sharkawi, S.J. Huang and R.J. Marks II, "Applications of Neural Networks for Power Engineering", Northcon/92 Conference Record, (Western Periodicals Co., Ventura, CA), Seattle WA, October 19-21, 1992, pp.302-307 - invited paper.
  80. R. Reed, R.J. Marks II and S.Oh, "An equivalence between sigmoidal gain scaling scaling and training with noisy (jittered) input data", Proceedings of the RNNS/IEEE Symposium on Neuroinformatics and Neurocomputing, (Rostov-on-Don, Russia, October, 1992), pp. 120-127, IEEE- invited paper.
  81. R.J. Marks II, S.Oh, P. Arabshahi, T.P. Caudell, J.J. Choi and B.G. Song, "Steepest descent of min-max fuzzy if-then rules", Proceedings of the International Joint Conference on Neural Networks, Beijing, vol. III, pp. 471-477, November 3-6, 1992.
  82. R.J. Marks II, "EE Talent," University of Washington EE News, vol. 4, No.1, February 1993.
  83. S. Oh and R.J. Marks II, "Alternating projections onto fuzzy convex sets", Proceedings of the Second IEEE International Conference on Fuzzy Systems (FUZZ-IEEE `93), San Francisco, March 1993, vol.1, pp. 148-155.
  84. R.J. Marks II, "Moscow Airport Encounters," University of Washington EE News, March 1993, Volume 4, Number 2, p.8.
  85. B.G. Song, R.J. Marks II, S. Oh, P. Arabshahi, T.P. Caudell and J.J. Choi, "Adaptive membership function fusion and annihilation in fuzzy if-then rules", Proceedings of the Second IEEE International Conference on Fuzzy Systems (FUZZ-IEEE `93), San Francisco, March 1993, vol II. pp.961-967
  86. M.A. El-Sharkawi, R.J. Marks II, S. Oh and C.M. Brace, "Data partitioning for training a layered perceptron to forecast electric load", Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems), Nagoya, Japan, 1993; reprinted in Neural Networks Applications, Patrick K. Simpson, Editor, IEEE Technical Activities Board, (IEEE, New York, NY), 1996, pp.265-267.75
  87. J.E. Sanders, R.D. Reed and R.J. Marks II, "Neural Network Aided Prosthetic Alignment", Proceedings of the IEEE 15th Annual International Conference on Engineering in Medicine and Biology, October 28-31, 1993 ( San Diego ).76
  88. Sanders JE, Reed RD , and Marks RJ II, "Computer-aided prosthetic alignment for lower-limb amputees". Proceedings of the IEEE Engineering in Medicine and Biology Society Conference, San Diego, California, pp. 1282-1283, October, 1993
  89. Robert J. Marks II, "Marks on Marx on Rostov-on-Don," EE Alumni Newsletter, University of Washington, Summer 1993, pp.8,10-11.
  90. P. Arabshahi, R.J. Marks II and T.P. Caudell, "Adaptation of Fuzzy Inferencing: A Survey", Proceedings of the IEEE/Nagoya University WWW on Learning and Adaptive Systems, pp.1-9, October 22-23, 1993, Nagoya University, (Nagoya, Japan) - invited paper.
  91. R.J. Marks II and Payman Arabshahi, "Fourier Analysis and Filtering of a Single Hidden Layer Perceptron", Proceedings of the 1994 International Conference on Artificial Neural Networks (Springer-Verlag, London), pp.1099-1104, May 26-29, 1994, Sorrento, Italy.
  92. M.A. El-Sharkawi, S.J. Huang, R.J. Marks II, S. Oh, I. Kerszenbaum, A. Rodriguez, "Neural Network Application to Short Turn Location Using Fuzzified Data", Proceedings of the International Conference on Intelligent System Application to Power Systems, A. Hertz, A.T. Holen & J.C. Rault, Editors, pp.129-133, Montpellier, France, September 5-9, 1994.
  93. R.J. Marks II, "Greetings from the Technical Director," Proceedings of the IEEE World Congress on Computational Intelligence, June 26 - July 2,1994 Walt Disney World Dolphin Hotel, Orlando, Florida.
  94. J.E. Sanders, R.D. Reed and R.J. Marks II, "Dynamic Alignment of a lower limb prosthesis by computational analysis of gait force-time data", Proceedings of the Eighth Canadian Biennial Conference, Canadian Society for Biomechanics, Calgary, August 18-20, 1994, pp. 50-51.
  95. R.J. Marks II, Loren Laybourn, Shinhak Lee and Seho Oh, "Fuzzy and extra crisp alternating projection onto convex sets (POCS)", Proceedings of the International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 427-435, Yokohama, Japan, March 20-24, 1995.
  96. R.C. von Doenhoff, R.J. Streifel and R.J. Marks II, "Carbon Brake Friction Model Parameter Identification Using Genetic Algorithms", Proceedings of the 1995 Design Engineering Technical Conferences, DE-Vol.84-1, vol.3 - Part A, American Society of Mechanical Engineers (ASME), Boston Massachusetts, September 17-20, 1995.
  97. R.D. Reed, J.E. Sanders & R.J. Marks II, "Neural network aided prosthetic alignment", Proceedings of IEEE International Conference on Systems, Man and Cybernetics, pp. 505-508, Vancouver, British Columbia, Canada, October 22-25, 1995 - invited paper.
  98. Russell D. Reed and Robert J. Marks II, "An Evolutionary Algorithm for Function Inversion and Boundary Marking" Proceedings of the IEEE International Conference on Evolutionary Computation, p. 794-797, November 26-30, 1995 .
  99. R.J. Marks II, "Neural Network Evolution: Some Comments on the Passing Scene", Proceedings of the IEEE International Conference on Neural Networks (ICNN), pp.1-6, Washington D.C., June 2-6, 1996 - plenary paper.
  100. P. Cho, S. Lee, R.J. Marks II and S. Oh, "Comparison of algorithms for intensity modulated beam optimization: projections onto convex sets and simulated annealing", Proceedings of the XII International Conference on the Use of Computers in Radiation Therapy, pp.310-312, May, 1997, Salt Lake City . (ps file)
  101. Craig A. Jensen, Russell D. Reed, Mohamed A. El-Sharkawi, Robert J. Marks II, "Location of Operating Points on the Dynamic Security Border Using Constrained Neural Network Inversion", Proceedings of the International Conference on Intelligent Systems Applications to Power Systems (ISAP), pp.209-217, Seoul, Korea, July 6-10, 1997.
  102. R.J. Marks II and M.A. El-Sharkawi, "Shorted Windings Sensing for Excited Electrical Machines", Proceedings of  the 1997 IEEE International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, (SDEMPED `97), Carry-le-Rouet, France, September 1-3, 1997, pp.218-222 (invited paper).
  103. George Chrysanthakopoulos & Robert J. Marks II, " Simulated Autonomous Agents Utilizing Self-Reflection, Instincts and External Behavior Learning in a Simulated Environment: Orgs in Orgland", Proceedings of the 1998 IEEE International Conference on Evolutionary Computation (ICEC) at the 1998 IEEE World Congress on Computational Intelligence, Anchorage, Alaska, May 5-9, 1998, pp.727-734.
  104.  H.G. Kuterdem, Paul Cho, R.J. Marks II, M.H. Phillips & H. Parsaei, “Comparison of Leaf Sequencing Techniques: Dynamic vs. Multiple Static Segments”, International Conference on the Use of Computers in Radiation Therapy XIII, Heidleberg, Germany (May 22-25, 2000), pp.213-215.
  105. S.T. Lam, R.J. Marks II & Paul Cho, International Conference on the Use of Computers in Radiation Therapy XIII, Heidleberg, Germany (May 22-25, 2000), pp.99-101.
  106. I. Kassabalidis, M.A.El-Sharkawi, R.J.Marks II, P. Arabshahi, A.A.Gray, "Swarm Intelligence for Routing in Communication Networks", IEEE Globecom 2001, Nov. 25-29, 2001 , San Antonio , Texas .
  107. S. Lam, P. Cho & R.J. Marks II, "Prostate Brachytherapy Seed Segmentation Using Spoke Transform", Proceedings SPIE Conference of Medical Imaging, 17-23 February 2001, San Diego, pp.1490-1500.
  108. A.P. Alves da Silva, A.J. Rocha Reis, M.A. El-Sharkawi, R.J. Marks II, "Enhancing Neural Network Based Load Forecasting Via Preprocessing", IEEE ISAP2001, Budapest, Hungary, June 18-21,2001, pp.118-123.
  109. P. Arabshahi, Andrew Gray, I. Kassabalidis, Arindam Das, Sreeram Narayanan, M. El-Sharkawi & R.J. Marks II, "Adaptive Routing in Wireless Communication Networks Using Swarm Intelligence", Proc. 19th AIAA Int. Communications Satellite Systems Conf., 17-20 April 2001, Toulouse, France.
  110. Jae-Byung Jung, Mohamed A. El-Sharkawi, Robert J. Marks II, Robert T. Miyamoto, Warren L. J. Fox, G.M. Anderson & C.J. Eggen, "Neural Network Training for Varying Output Node Dimension" Proceedings of the International Joint Conference on Neural Networks 2001, Washington D.C., pp.1733-1738
  111. Jae-Byung Jung, Mohamed A. El-Sharkawi, G.M. Anderson, Robert T. Miyamoto, Robert J. Marks II, Warren L. J. Fox & C.J. Eggen, "Team Optimization of Cooperating Systems: Application to Maximal Area Coverage" Proceedings of the International Joint Conference on Neural Networks 2001, Washington D.C. pp. 2212-2217.
  112. R. J. Marks II, Benjamin B. Thompson, Mohamed A. El-Sharkawi, Warren L.J. Fox & Robert T. Miyamoto, "Stochastic Resonance of a Threshold Detector: Image Visualization and Explanantion", IEEE International Symposium on Circuits and Systems, Scottsdale, Arizona, May 26-29, 2002, pp. IV 521 - IV 523.
  113. R.J. Marks and Sreeram Narayanan, "Interpolation of Discrete Periodic Nonuniform Decimation Using Aliasing Unraveling", IEEE International Symposium on Circuits and Systems, Scottsdale, Arizona, May 26-29, 2002, pp. I 281 - I 284.
  114. Jiho Park, D.C. Park, R.J. Marks II, M.A. El-Sharkawi, "Block Loss Recovery in DCT Image Encoding Using POCS", IEEE International Symposium on Circuits and Systems, Scottsdale, Arizona, May 26-29, 2002, pp.V 245 - V 248. ppt
  115. R.J. Marks II, A.K. Das, M.A. El-Sharkawi, P. Arabshahi and Andrew Gray, "Minimum Power Broadcast Trees for Wireless Networks", IEEE International Symposium on Circuits and Systems, Scottsdale, Arizona, May 26-29, 2002, pp. I 273 - I 276. ppt
  116. Sreeram Narayanan, R.J. Marks II , John L. Vian, J.J. Choi, M.A. El-Sharkawi & Benjamin B. Thompson, "Set Constraint Discovery: Missing Sensor Data Restoration Using Auto-Associative Regression Machines", Proceedings of the 2002 International Joint Conference on Neural Networks, 2002 IEEE World Congress on Computational Intelligence, May12-17, 2002, Honolulu, pp. 2872-2877.
  117. Benjamin B Thompson , Robert J Marks II , Jai J Choi, Mohamed A El-Sharkawi, "Implicit Learning in Autoencoder Novelty Assessment", Proceedings of the 2002 International Joint Conference on Neural Networks, 2002 IEEE World Congress on Computational Intelligence, May12-17, 2002, Honolulu, pp. 2878-2883.
  118. Robert J. Marks II, Arindam K. Das , Mohamed El-Sharkawi, Payman Arabshahi, Andrew Gray, "Maximizing Lifetime in an Energy Constrained Wireless Sensor Array Using Team Optimization of Cooperating Systems", Proceedings of the 2002 International Joint Conference on Neural Networks, 2002 IEEE World Congress on Computational Intelligence, May12-17, 2002, Honolulu, pp.371-376. ppt
  119. I. Kassabalidis, Mohamed El-Sharkawi, Robert J. Marks II, Payman Arabshahi, Andrew Gray, "Adaptive-SDR: Adaptive Swarm-based Distributed Routing ", Proceedings of the 2002 International Joint Conference on Neural Networks, 2002 IEEE World Congress on Computational Intelligence, May12-17, 2002, Honolulu, pp. 2878-2883.
  120. I.N. Kassabalidis, Mohamed El-Sharkawi, Robert J. Marks II, "Border Identification For Power System Security Assessment Using Neural Network Inversion: An Overview", 2002 Congress on Evolutionary Computation, 2002 IEEE World Congress on Computational Intelligence May12-17, 2002, Honolulu, pp.1075-1079.
  121. A.K. Das, R.J. Marks II, M.A. El-Sharkawi, Payman Arabshahi and Andrew Gray, "Minimum Power Broadcast Trees for Wireless Networks: Optimization Using the Viability Lemma", Proceedings of the NASA Earth Science Technology Conference, June 11-13, 2002 , Pasadena , CA
  122. A.K. Das, R.J. Marks II, M.A. El-Sharkawi, P. Arabshahi, and A. Gray, "The minimum power broadcast problem in wireless networks: an ant colony system approach," Proc. IEEE CAS Workshop on Wireless Communications and Networking, Pasadena, CA, Sept. 5-6, 2002.
  123. Warren L. J. Fox, Robert J. Marks II, Megan U. Hazen, Chris J. Eggen, Mohamed A. El-Sharkawi, "Environmentally Adaptive Sonar Control in a Tactical Setting", in Impact of Environmental Variability on Acoustic Predictions and Sonar Performance (N. G. Pace and F. B. Jensen, eds.),16-20 September 2002, Lerici, La Spezia, Italy, pp. 595-602, Sept. 2002.
  124. Steve T. Lam, Robert J. Marks II, and Paul S. Cho , "Three dimensional seed reconstruction in prostate brachytherapy using Hough transformations," Proc. SPIE Vol 4790, pp. 443-453, Applications of Digital Image Processing XXV;Andrew G. Tescher Ed. Nov. 2002.
  125. Seongwon Cho, Jaemin Kim, C.S. Lim, Robert Marks, "Neural Network Based Human Iris Recognition", 2nd International Conference on Computer an Information Science (ICIS 2002), Seoul, Korea, August 2002, pp.244-248.
  126. Seongwon Cho, Jaemin Kim, C.S. Lim, Robert Marks, "Dynamic Competitive Learning Neural Network", 2nd International Conference on Computer an Information Science (ICIS 2002), Seoul, Korea, August 2002, pp.250-254.
  127. M.U. Hazen, R.J. Marks, W.L.J. Fox, .M.A. El-Sharkawi, C.J. Eggen, "Sonar sensitivity analysis using a neural network acoustic model emulator" Oceans '02 MTS/IEEE , Volume: 3 , Oct. 29-31, 2002, pp. 1430 -1433
  128. A.K. Das, R.J. Marks II, M.A. El-Sharkawi, Payman Arabshahi and Andrew Gray, "Minimum Power Broadcast Trees for Wireless Networks: Integer Programming Formulations", Proceedings of IEEE INFOCOM (The Conference of Computer Communications), March 30- April 3, 2003 , San Francisco , CA .
  129. Jeffrey J. Weinschenk, Robert J. Marks II, William E. Combs, "On the use of Fourier methods in URC fuzzy system design", FUZZ-IEEE 2004, Proceedings 2004 IEEE International Conference on Fuzzy Systems, Volume 2, 25-29 July 2004, pp. 911 - 916.
  130. Jeffrey J. Weinschenk, Robert J. Marks II, William E. Combs, "Layered URC fuzzy systems: a novel link between fuzzy systems and neural network," 2003 International Joint Conference on Neural Networks, July 20-24, 2003 , Portland , Oregon (pp. 2995-3000).
  131. Benjamin B. Thompson, Robert J. Marks II, and Mohamed A. El-Sharkawi "On the Contractive Nature of Autoencoders: Application to Missing Sensor Restoration", 2003 International Joint Conference on Neural Networks, July 20-24, 2003 , Portland , Oregon (pp. 3011-3016)
  132. Sreeram Narayanan, John L. Vian, J.J. Choi, R.J. Marks II, M.A. El-Sharkawi, & Benjamin B. Thompson, "Missing Sensor Data Restoration for Vibration Sensors on a Jet Aircraft Engine", 2003 International Joint Conference on Neural Networks, July 20-24, 2003, Portland, Oregon (pp. 3007-3010).
  133. Benjamin B. Thompson, Robert J. Marks II, Mohamed A. El-Sharkawi, Warren J. Fox, and Robert T. Miyamoto, "Inversion of Neural Network Underwater Acoustic Model for Estimation of Bottom Parameters Using Modified Particle Swarm Optimizers", 2003 International Joint Conference on Neural Networks, July 20-24, 2003 , Portland, Oregon (pp. 1301-1306).
  134. T. P. Mann, C. Eggen, Warren L. J. Fox, D. Krout, G. Anderson, M. A. El Sharkawi, and Robert J. Marks II, "Orthogonal transformation of output principal components for improved tolerance to error," 2003 International Joint Conference on Neural Networks, July 20-24, 2003, Portland, Oregon (pp.1290-1294).
  135. Jeffrey J. Weinschenk, William E. Combs, Robert J. Marks II, "Avoidance of rule explosion by mapping fuzzy systems to a disjunctive rule configuration", 2003 International Conference on Fuzzy Systems (FUZZ-IEEE), St. Louis, May 25-28, 2003.
  136. M.A. El-Sharkawi and R.J. Marks II, "Missing sensor restoration for system control and diagnosis", Sympoium on Dyagnostics for Electric Machines, Power Electronics and Drives, Atlanta, GA 24-26 August 2003, pp. 338-341.
  137. A.K. Das, R.J. Marks II, M.A. El-Sharkawi, Payman Arabshahi and Andrew Gray, "A Cluster-Merge Algorithm for Solving the Minimum Power Broadcast Problem in Large Scale Wireless Networks" , Military Communications Conference, 2003. MILCOM 2003. IEEE , Volume: 1 , 13-16 Oct. 2003 Pages:416 - 421.
  138. Ian Gravagne, John M. Davis & Jeffrey J. DaCunha, R.J. Marks II, “Bandwidth Reduction for Controller Area Networks using Adaptive Sampling,” Proc. Int. Conf. Robotics and Automation (ICRA), New Orleans, LA, April 2004, pp. 5250 – 5255.
  139. William E. Combs, Jeffrey J. Weinschenk, Robert J. Marks II, "Genomic Systems Design: A novel, biologically-based framework for enhancing the adaptive, autonomous capabilities of computer systems", FUZZ-IEEE 2004, IEEE International Conference on Fuzzy Systems, 25-29 July, 2004, Budapest.
  140. Jeffrey J. Weinschenk, Robert J. Marks II, William E. Combs, "On the use of Fourier methods in URC fuzzy system design" FUZZ-IEEE 2004, IEEE International Conference on Fuzzy Systems, 25-29 July, 2004, Budapest.
  141. M.A. El-Sharkawi and Robert J. Marks II, "Missing Sensor Restoration for Systems Control and Diagnosis", SDEMPED 2003 - Symposium for Diagnostics for Electric Machines, Power Electronics and Drives, Atlanta, GA, USA, 24-26 August 2003, pp. 338-341.
  142. A.K. Das, R.J. Marks II, M.A. El-Sharkawi, Payman Arabshahi and Andrew Gray, "MDLT: A Polynomial Time Optimal Algorithm for Maximization of Time-to-First-Failure in Energy Constrained Wireless Broadcast Networks", IEEE Global Telecommunications Conference 2003. GLOBECOM '03. ,Volume: 1, 1-5 Dec. 2003, pp.362 - 366.
  143. A.K. Das, R.J. Marks II, M.A. El-Sharkawi, Payman Arabshahi and Andrew Gray, "r -shrink: A Heuristic for Improving Minimum Power Broadcast Trees in Wireless Networks", IEEE Global Telecommunications Conference 2003. GLOBECOM '03. ,Volume: 1, 1-5 Dec. 2003, pp.523 - 527.
  144. Arindam K. Das, Mohamed El-Sharkawi, Robert J. Marks, Payman Arabshahi and Andrew Gray,"Minimum Hop Multicasting in Broadcast Wireless Networks with Omni-Directional Antennas,"  Military Communications Conference, 2004. MILCOM 2004 (Oct 31 - Nov 3), Monterey, CA. (presentation)
  145. Arindam K. Das, Mohamed El-Sharkawi, Robert J. Marks, Payman Arabshahi and Andrew Gray,"Maximization of Time-to-First-Failure for Multicasting in Wireless Networks : Optimal Solution", Military Communications Conference, 2004. MILCOM 2004 (Oct 31 - Nov 3), Monterey, CA. (presentation)
  146. A.K. Das, R.J. Marks II, M.A. El-Sharkawi, Payman Arabshahi and Andrew Gray, "Optimization Methods for Minimum Power Multicasting in Wireless Networks with Sectored Antennas", Proceedings of the IEEE Wireless Communications and Networking Conference 2004., pp.1299-1304 (2004).
  147. Arindam K. Das, Robert J. Marks, Mohamed El-Sharkawi, Payman Arabshahi, Andrew Gray, "Optimization Methods for Minimum Power Bidirectional Topology Construction in Wireless Networks with Sectored Antennas", Proceedings IEEE Globecom 2004 - Wireless Communications, Networks, and Systems. pp.3962-3968 (2004).
  148. Paul D. Reynolds, Russell W. Duren, Matthew L. Trumbo & Robert J. Marks II, "FPGA Implementation of Particle Swarm Optimization for Inversion of Large Neural Networks," Proceedings 2005 IEEE Swarm Intelligence Symposium. SIS 2005. June 8-10, Pasadena, pp. 389 - 392.
  149. Arindam K. Das, Robert J. Marks, Payman Arabshahi, Andrew Gray, "Power Controlled Minimum Frame Length Scheduling in TDMA Wireless Networks with Sectored Antennas", INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE, Volume 3, 13-17 March 2005, pp. 1782 - 1793.
  150. Ian Gravagne, John M. Davis, R.J. Marks II, "How Deterministic Must a Real-Time Controller Be?" Proceedings of 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, (IROS 2005) , Alberta, Canada.
    Aug. 2-6, 2005, pp. 3856 - 3861.
  151. Mingoo Kim; M. El-Sharkawi, M.; R.J. Marks II, "Vulnerability Indices of Power Systems," Intelligent Systems Application to Power Systems, 2005. Proceedings of the 13th International Conference on Nov. 6-10, 2005, pp. 335 - 341.
  152. David Sturgill, Benjamin Van Ruitenbeek, and Robert J. Marks II, "Image Compression and Recovery through Compressive Sampling and Particle Swarm,'' Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics. San Antonio, TX, USA - October 2009, pp.1822-1826.
  153. Ram Balasubramanian, Mohamed El-Sharkawi, R.J. Marks II, Jae-Byung Jung, R.T. Miyamoto, G.M. Andersen/ C.J. Eggen, & W.L.J. Fox, "Self-Selective Clustering of Training Data Using the Maximally-Receptive Classifer/Regression Bank,'' Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics. San Antonio, TX, USA - October 2009, pp. 4243-4249.
  154. William A. Dembski and R.J. Marks II, "Bernoulli's Principle of Insufficient Reason and Conservation of Information in Computer Search,'' Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics. San Antonio, TX, USA - October 2009, pp. 2647-2652.
  155. Winston Ewert, William A. Dembski and R.J. Marks II, "Evolutionary Synthesis of Nand Logic: Dissecting a Digital Organism,'' Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics. San Antonio, TX, USA - October 2009, pp. 3047-3053.
  156. Charles Baylis, Joseph Perry, Matthew Moldovan, Robert J. Marks II, and Lawrence Dunleavy, ``Use of a Step-Response Approximation for Thermal Transient Modeling in Power MOSFETs,'' 74th ARFTG (Automatic RF Techniques Group) Microwave Measurement Symposium, December 1st - 4th, 2009, Broomfield/Boulder, Colorado
  157. John M. Davis, Ian A. Gravagne, Robert J. Marks II, and Alice A. Ramos, "Algebraic and Dynamic Lyapunov Equations on Time Scales.'' Proceedings of the the 42nd Meeting of the Southeastern Symposium on System Theory, University of Texas at Tyler, IEEE, March 7-9, 2010, 329-334.
  158. John M. Davis, Ian A. Gravagne, Robert J. Marks II, and Billy Jackson, "State Feedback Stabilization of Linear Time-Varying Systems on Time Scales,'' Proceedings of the the 42nd Meeting of the Southeastern Symposium on System Theory, IEEE, University of Texas at Tyler, March 7-9, 2010, pp. 9-14.
  159. John M. Davis, Ian A. Gravagne, Robert J. Marks II, John E. Miller, Alice Ramos "Stability of Switched Linear Systems on Non-uniform Time Domains," Proceedings of the the 42nd Meeting of the Southeastern Symposium on System Theory, IEEE, University of Texas at Tyler, March 7-9, 2010, pp.127-132.
  160. John M. Davis, Ian A. Gravagne, and Robert J. Marks II, "Time Scale Discrete Fourier Transforms,'' Proceedings of the the 42nd Meeting of the Southeastern Symposium on System Theory, University of Texas at Tyler, IEEE, March 7-9, 2010, pp.102-110.
  161. Winston Ewert, George Montañez, William A. Dembski, Robert J. Marks II, "Efficient Per Query Information Extraction from a Hamming Oracle," Proceedings of the the 42nd Meeting of the Southeastern Symposium on System Theory, IEEE, University of Texas at Tyler, March 7-9, 2010, pp.290-297.

 

PUBLICATIONS - BOOK CHAPTERS
  1. R.J. Marks II, J.F. Walkup and M.O. Hagler "Volume hologram representation of space-variant systems", in Applications of Holography and Optical Data Processing edited by E. Marom, A.A. Friesem and E. Wiener-Aunear, Oxford: Pergamon Press, pp.105-113 (1977).
  2. R.J. Marks II and D.K. Smith "Gerchberg - type linear deconvolution and extrapolation algorithms", in Transformations in Optical Signal Processing, edited by W.T. Rhodes, J.R. Fienup and B.E.A. Saleh, SPIE vol. 373, pp.161-178 (1984).
  3. S. Oh, D.C. Park, R.J. Marks II and L.E. Atlas "Error detection and correction in multilevel algebraic optical processors", in SPIE Milestone Series: Selected Papers in Optical Computing edited by H. John Caulfield and G. Gheen, SPIE vol.1142, pp.59-64, 1989 (The Society of Photo-Optical Instrumentation Engineers, Bellingham, WA), reprinted from Optical Engineering, vol. 27, #4, pp.289-294 (1988).
  4. M.A. El-Sharkawi, R.J. Marks II and S. Weerasooriya, "Neural networks and their application to power engineering", in Advances in Control and Dynamic Systems, Volume 41, edited by C.T. Leondes, (Academic Press, 1991).
  5. L.E. Atlas, R. Cole, Y. Muthusamy, A. Lippman, G. Connor, D.C. Park, M. El-Sharkawi & R.J. Marks II, "A performance comparison of trained multi-layer perceptrons and classification trees", in Neural Networks, Theoretical Foundations & Analysis, C. Lau, editor, pp.284-288, IEEE Press (1992), reprinted from Proceedings of the IEEE, vol.78, pp.1614-1619 (1990).
  6. D.C. Park, M.A. El-Sharkawi, R.J. Marks II, L.E. Atlas & M.J. Damborg, "Electric load forecasting using an artificial neural network", in Artificial Neural Networks, E. Sánchez-Sinencio and C. Lau, editors, pp.516-522, IEEE Press (1992), reprinted from IEEE Transactions on Power Engineering, vol.6, pp.442-449 (1991).
  7. R.J. Marks II, "The Sampling Theorem", in The Electrical Engineering Handbook, Richard C. Dorf, Editor, pp.1510-1517, CRC Press, 1993.7
  8. D.C. Park, M.A. El-Sharkawi, R.J. Marks II, L.E. Atlas & M.J. Damborg, "Electric load forecasting using an artificial neural network", in Artificial Neural Networks: Forecasting Time Series, V. Rao Vemuri and Robert D. Rogers, editors, pp. 43-59, IEEE Computer Society Press (1994), reprinted from IEEE Transactions on Power Engineering, vol.6, pp.442-449 (1991).
  9. K.F. Cheung, L.E. Atlas and R.J. Marks II, "Synchronous versus asynchronous behavior of Hopfield's content addressable memory" in Selected Papers on Optical Neural Networks edited by Suganda Jutamulia (The Society of Photo-Optical Instrumentation Engineers, Bellingham, WA, 1994), pp.188-193; reprinted from Applied Optics, vol. 26, pp.4808-4813 (1987).
  10. R.J. Marks II, "A class of continuous level associative memory neural nets", SPIE Milestone Series: Selected Papers in Optical Neural Networks edited by Suganda Jutamulia (The Society of Photo-Optical Instrumentation Engineers, Bellingham, WA, 1994), pp.331-336; reprinted from Applied Optics, vol.26, pp.2005-2010, (1987).
  11. K.F. Cheung, L.E. Atlas and R.J. Marks II, "Synchronous versus asynchronous behavior of Hopfield's content addressable memory" in Artificial Neural Networks: Concepts & Control Applications, V.R. Vemuri, editor, IEEE Computer Society Press, pp. 142-147, 1992, reprinted from Applied Optics, vol. 26, pp.4808-4813 (1987).
  12. R.J. Marks II, "Acknowledgments," in Advanced Topics in Shannon Sampling and Interpolation Theory, (Springer-Verlag, 1993).
  13. T.F. Krile, R.J. Marks II, J.F. Walkup and M.O. Hagler, "Holographic representations of space - variant systems using phase-coded reference beams", in SPIE Selected Papers in Holographic Research, Glenn T. Sincerbox, Editor (SPIE Optical Engineering Press, 1994), reprinted from Applied Optics, vol. 16, pp.3131-3135 (1977).
  14. Russell Reed and Robert J. Marks II, "Neurosmithing: Techniques to improve network learning", in The Handbook of Neural Networks, M. Arbib, Editor, (MIT Press, 1995).
  15. R.J. Marks II, "Artificial Neural Networks: Supervised Learning", in Artificial Neural Networks with Applications to Power Systems, M.A. El-Sharkawi & Dagmar Niebur, Editors, IEEE, PES Tutorial, 1996 (IEEE Press)
  16. M.A. El-Sharkawi, R.J. Marks II, S.Oh, C.M. Brace, "Data partitioning for training a layered perceptron to forecast electric load", in Neural Networks Applications, Patrick K. Simpson, Editor, IEEE Technical Activities Board, (IEEE, New York, NY), 1996, pp.265-267; reprinted from Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems), Nagoya, Japan, 1993.
  17. Jacek Zurada, R.J. Marks II and C.J. Robinson, "Preface,'' Computational Intelligence: Imitating Life, (IEEE Press, 1994), p.iii
  18. Jacek Zurada, R.J. Marks II and C.J. Robinson, "Introduction,'' Computational Intelligence: Imitating Life, (IEEE Press, 1994), p.v-xi
  19. R.J. Marks II, "Alternating Projections onto Convex Sets", in Deconvolution of Images and Spectra, edited by Peter A. Jansson, (Academic Press, San Diego, 1997), pp.476-501.
  20. R.J. Streifel, R.J. Marks II, M.A. El-Sharkawi and I. Kerszenbaum, "Twin Signal Sensing: Application to Shorted Winding Monitoring, Detection and Localization", Applications of Neural Networks in Environment, Energy and Health, P.E. Keller, S.Hashem, L.J. Kangas and R.T. Kouzes, Editors, (World Scientific, Singapore, 1995), pp. 133-134.
  21. M.A. El-Sharkawi, R.J. Marks II, Robert J. Streifel and I. Kerszenbaum, "Detection and Localization of Shorted-Turns in the DC-Field Winding of Turbine-Generator Rotors Using Novelty Filters and Fuzzified Neural Networks", in Fuzzy System Theory in Electrical Power Engineering, M.E. El-Hawary, editor (IEEE Press, 1998), pp.85-111.
  22. R. J. Marks II, M. W. Hall, "Ambiguity function display using a single 1-D input", in SPIE Milestone Series: Phase Space Optics, Markus Testorf, Jorge Ojeda-Castañeda, and Adolf Lohmann, Editors, (The Society of Photo-Optical Instrumentation Engineers, Bellingham, WA, 2006) reprinted from Applied Optics Vol. 18 (15), pp. 2539-2540 (1979).
  23. Mingoo Kim, M. A. El-Sharkawi, R. J. Marks, and Ioannis N. Kassabalidis, "Application of Evolutionary Technique to Power System Vulnerability Assessment," in Modern Heuristic Optimization Techniques: Theory and Applications to Power Systems, K.Y. Lee and M.A. El-Sharkawi, Eds., IEEE Press 2007. (Front material.)
  24. William A. Dembski and Robert J. Marks II,  "The Jesus Tomb Math", a Chapter in Buried Hopes or Risen Saviour (B&H Publishing Group), 2008.
  25. William A. Dembski and Robert J. Marks II, "Life's Conservation Law: Why Darwinian Evolution Cannot Create Biological Information" in Bruce Gordon and William Dembski, editors, The Nature of Nature (Wilmington, Del.: ISI Books, 2010).

 

PATENTS

  1. Robert J. Marks II, "Method and Apparatus for Generating Sliding Tapered Windows and Sliding Window Transforms", (assigned to R.J. Marks II), U.S. Patent No. 5,373,460, December 13, 1994.
  2. Pieter J. van Heerden, Robert J. Marks II and Seho Oh, "Method and apparatus for identifying that one of a set of past or historical events best correlated with a current or recent event", U.S. Patent No. 4,939,683 (assigned to van Heerden, Marks and Oh), July 3, 1990.
  3. R.J. Marks II, L.E. Atlas and S. Oh, "Optical neural net memory", U.S. Patent No. 4,849,940 (assigned to the Washington Technology Center, University of Washington, Seattle), July 18, 1989.

 

PUBLICATIONS - ABSTRACTS

  1. R.J. Marks II, J.F. Walkup, M.O. Hagler and T.F. Krile "General one-dimensional space-variant coherent optical processors", Journal of the Optical Society of America, vol. 66, p.1130A (1976).
  2. R.J. Marks II, J.F. Walkup and C.A. Irby "Techniques in one-dimensional space-variant processing", Journal of the Optical Society of America, vol. 67, p.1423 (1977).
  3. E.L. Kral, M.O. Hagler, J.F. Walkup and R.J. Marks II "An input scanning technique for coherent processing", Journal of the Optical Society of America, vol. 68, p.1414A (1978).
  4. M.W. Hall and R.J. Marks II "Sampling theorem characterization of variation limited systems at reduced sampling rates", Journal of the Optical Society of America, vol. 68, p.1362A (1978).
  5. R.J. Marks II and D.K. Smith "A technique for coherent optical extrapolation of two-dimensional bandlimited signals", Journal of the Optical Society of America, vol. 69, p.1467A (1979).
  6. R.J. Marks II "Space-variant processing using temporal holography", Journal of the Optical Society of America, vol. 69, p.1467A (1979).
  7. C. Green, K.F. Cheung, L.E. Atlas and R.J. Marks II "Performance of conventional and composite matched filters with error correction", Journal of the Optical Society of America A, vol. 3, p.P13 (1986).
  8. K.F. Cheung and R.J. Marks II "Image sampling density reduction below that of Nyquist", Journal of the Optical Society of America A, vol. 3, pp.P42-43 (1986).
  9. L.E. Atlas, J.A. Ritcey, K.F. Cheung and R.J. Marks II "Improving the performance of composite matched filters", Journal of the Optical Society of America A, vol. 3, p.P13 (1986).
  10. J.A. Ritcey, L.E. Atlas, R.J. Marks II, D.C. Park and S.Oh, "The Parametric Transform", National Meeting of the Optical Society of America, J. Opt. Soc. Am. A (October 1988) - invited paper.
  11. J.E. Sanders, R.D. Reed, R.J. Marks II et al., "Prosthetic Alignment for Lower-Limb Amputees Using Computer-Aided Methods", VA Rehabilitation Research and Development Progress Reports, 1993 (submitted)
  12. J.E. Sanders, C.H. Daly, W.R. Cummings, R.D. Reed, and R.J. Marks II: "Furthering Incorporation of Gait Analysis into Prosthetic Fitting: A Simple System for Measurement and Display of Shank Loads During Ambulation", Journal of Clinical Engineering, 1993.
  13. R. J. Marks II, "Neural Networks and Their Application," NORTHCON, October 12-14, 1993 Oregon State Convention Center, Portland, Oregon.
  14. C. Ramon, P. Czapski, R.J. Marks II, H.C. Lai and S. Lee, "Noninvasive Biomagnetic Sensing of Biological Currents", Proceedings of the Radio Science Meeting, June 19-24, 1994, The University of Washington, Seattle, p.272.
  15. M.A. El-Sharkawi and R.J. Marks II, "Localization of Winding Shorts Using Fuzzified Neural Networks," Electrical Engineering Industrial Consortium, Seattle, Washington, November 9, 1994.
  16. R.J. Marks II, "Evolutionary Inversion and Hausdorf Distance Evalution of Trained Layered Perceptions," International Conference on Neural Information Processing (ICONIP), Seoul, Korea, October 17-20, 1994 - invited presentation (not presented at conference)
  17. R.J. Marks II, M.A. El-Sharkawi, R.J. Streifel & I. Kerszenbaum, "Twin signal signature sensing: application to shorted winding monitoring, detection and localization", Workshop on Enviornmental and Energy Applications of Neural Networks, Richland, Washington, 30-31 March 1995, pp.133-134.
  18. R.J. Marks II, "Intelligence: Computational vs. Artificial," Proceedings of Artificial Neural Networks in Engineering, (ANNIE 95), Artificial Neural Networks, Fuzzy Logic and Evolutionary Programming for Designing Smart Engineering Systems, November 12 - 15, 1995, Marriott Pavilion Hotel, St. Louis, Missouri, p.13
  19. Frank S. Holman III and Robert J. Marks II, "Platform Independent Geometry Verification Using Neural Networks Including Color Visualization", Proceedings of the International Conference on Vision, Recognition and Action: Neural Models of Mind and Machine, May 29-31,1997 , Boston University.
  20. Robert J. Marks II, "Modern Neural Networks: The First Decade", Proceedings of the III Congresso Brasileiro de Reded Neuralais, IV Escola de Redes Neurais, Florianopolis, Brazil, L. Caloba e J. Barreto, Editor; pp. 499-500. H. Kuterdem, P. Cho, R. Marks II "Dynamic multileaf-diaphragm sequencing with adjacency gap constraint" Medical Physics, 26:1136(abs), 1999 .
  21. Robert J. Marks II, Ian Gravagne, John M Davis, Jeffrey J DaCunha, "Time Scale Nonregressivity in Switched Linear Circuits. Special Session on Dynamic Equations on Time Scales: Theory and Applications, AMS Western Sectional Meeting, University of Southern California, Los Angeles, CA, April 3-4, 2004.
  22. J.M. Davis, I.A. Gravagne, B.J. Jackson, R.J. Marks II and A.A.Ramos, "Control of Linear Time Invariant Sytems, Part I" , 113th Annual Meeting of the American Mathematical Society (AMS), New Orleans, January 5-7, 2007.
  23. J.M. Davis, I.A. Gravagne, B.J. Jackson, R.J. Marks II and A.A.Ramos, "The Generalized Laplace Transform: Applications to Adaptive Control ", Univeity of Nebraska-Lincoln Math Symposium, December 7, 2007. [pdf of slides]
  24. J.M. Davis, I.A. Gravagne, B.J. Jackson, R.J. Marks II and A.A.Ramos, "Control of Linear Time Invariant Sytems, Part I" , 113th Annual Meeting of the American Mathematical Society (AMS), New Orleans, January 5-7, 2007.
  25. J.M. Davis, I.A. Gravagne, B.J. Jackson, R.J. Marks II and A.A.Ramos, "Control of Linear Time Invariant Sytems, Part II" , 113th Annual Meeting of the American Mathematical Society (AMS), New Orleans, January 5-7, 2007.  [pdf of slides]
  26. Albert Yu, B.B. Thompson, M. Robinson, R.J. Marks II, "Inversion of Swarm Dynamics for Underwater Tactical Applications,'' ONR University/Laboratory Initiative in Undersea Weapons Technology at the Naval Undersea Warfare Center (NUWC), Newport, RI (June 2-4, 2009).

 

VIDEOS

  1. B.G. Song, R.J. Marks II, S. Oh, P. Arabshahi, T.P. Caudell and J.J. Choi, "Adaptive membership function fusion and annihilation", Fuzzy Logic and Neural Networks: Clips from the Field (FUZZ-IEEE `93), San Francisco, March 1993.
  2. Les Atlas and R.J. Marks II, Introduction to Artificial Neural Systems, College of Engineering , University of Washington , Seattle , September 15-16, 1988 (made available from AMCEE or the College of Engineering , University of Washington ).
  3. R.J. Marks II, Shannon Sampling and Interpolation Theory, UW course offering taped Spring Quarter, 1989 and Spring Quarter, 1990 (made available from AMCEE.)
  4. R.J. Marks II, Artificial Neural Networks: Supervised Models, in Artificial Neural Networks With Applications to Power Systems, El-Sharkawi & Niebur, Editors, IEEE Educational Activities Board, (ISBN: 0-7803-4008-6) 1997.

 

THESIS & DISSERTATION

 

 
[ Home ]