Publications

Note: To obtain a pdf copy of the following documents please contact me.

THESES

A. A. Jamshidi. "Modeling Spatio-Temporal Systems with Skew Radial Basis Functions: Theory, Algorithms and Applications", Ph.D. Dissertation, Colorado State University, Department of Mathematics, Fort Collins, CO, Summer, 2008. (The main chapters of my dissertation are available as a series of journal papers listed below.)

A. A. Jamshidi. "A New Spatio-Temporal Resource Allocation Network (ST-RAN)", M.Sc. Thesis, Colorado State University, Department of Mathematics, Fort Collins, CO, Fall, 2004.

A. A. Jamshidi. "An Adaptive Underwater Target Classification System with a Decision Feedback Mechanism", M.Sc. Thesis, Colorado State University, Department of Electrical and Computer Engineering, Fort Collins, CO, Spring, 2002.

A. A. Jamshidi. "Design and Production of Wide-band Diplexers by S. S. S. Technology", B.Sc. Thesis, University of Tehran, Department of Electrical and Computer Engineering, Tehran, Spring, 1998.

ARTICLES

Journal Publications:

A. A. Jamshidi and W. B. Powell, "A Recursive Local Polynomial Approximation Method using Dirichlet Clouds and Radial Basis Functions", submitted.

A. A. Jamshidi, C. W. Gear and I. G. Kevrekidis, "Time Varying Radial Basis Functions and Their Use in Mesh-free/ Equation-free Computation", under revision.

A. A. Jamshidi, M. J. Kirby, "An Accelerated Compactly Supported Skew Radial Basis Function Algorithm", under revision.

A. A. Jamshidi, M. J. Kirby and D. S. Broomhead, "Geometric Manifold Learning using Dimension Reduction and Skew Radial Basis Functions", IEEE Signal Processing Magazine, vol. 28, Issue:2, pp. 69-76, March 2011.

A. A. Jamshidi and M. J. Kirby, "Modeling Multivariate Time Series on Manifolds with Skew Radial Basis Functions", Journal of Neural Computation, vol. 23, Issue:1, pp. 97-123, January 2011.

A. A. Jamshidi and M. J. Kirby, "Skew-Radial Basis Function Expansions for Empirial Modeling", SIAM Journal on Scientific Computation, vol. 31, Issue: 6, pp. 4715-4743, February 2010.

A. A. Jamshidi and M. J. Kirby, "Towards a Black Box Algorithm for Nonlinear Function Approximation over High-Dimensional Domains", SIAM Journal on Scientific Computation, vol. 29, Issue: 3, pp. 941-963, May 2007.

M. R. Azimi-Sadjadi, D. Yao, A. A. Jamshidi, and G. J. Dobeck, "Underwater Target Classification in Changing Environments using Adaptive Feature Mapping Schemes", IEEE Transactions on Neural Networks, vol. 13, Issue: 5, pp. 1099-1111, September 2002.

D. Yao, M. R. Azimi-Sadjadi, A. A. Jamshidi and G. J. Dobeck, "A Study of Effects of Sonar Bandwidth for Underwater Target Classification", IEEE Transactions on Oceanic Engineering, vol. 27, Issue: 3, pp. 619-627, July 2002.

Conference Publications:

A. A. Jamshidi and M. J. Kirby, "Skew-Radial Basis Functions for Modeling Edges and Jumps", 8^th Institute of Mathematics and its Applications International Conference on Mathematics in Signal Processing, pp. 51-54 (Cirencester, UK), December, 2008.

A. A. Jamshidi and M. J. Kirby, "Examples of Compactly Supported functions for Radial Basis Approximations", Proceedings of the 2006 International Conference on Machine Learning; Models, Technologies and Applications, pp. 155-160, (Los Vegas, NV), June, 2006.

M. R. Azimi-Sadjadi, A. A. Jamshidi, and G. J. Dobeck "Biologically Inspired Adaptive Underwater Target Classification using a Multi-Aspect Decision Feedback Unit", Proceedings of Oceans 02 MTS/IEEE, pp. 38-45, (Biloxi, MS), October 2002.

M. R. Azimi-Sadjadi, A. A. Jamshidi, and G. J. Dobeck "New Sequential Decision Feedback Method with Application to Target Classification", Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN), vol. 1, pp. 797-702, (Honolulu, HI), May 2002.

M. R. Azimi-Sadjadi, A. A. Jamshidi and G. J. Dobeck, "Adaptive Underwater Target Classification using an K-NN-Based Multi-Aspect Decision Feedback Unit", Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Mine like Targets VII, vol. 4742, pp. 452-461, (Orlando, FL), April 2002.

M. Robinson, M. R. Azimi-Sadjadi and A. A. Jamshidi, "Underwater Target Discrimination on a Wide-band Data Set Using Back Propagation Neural Networks", Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Mine like Targets VII, vol. 4742, pp. 462-473, (Orlando, FL), April 2002.

M. R. Azimi-Sadjadi, A. A. Jamshidi and G. J. Dobeck, "Adaptive Underwater Target Classification with Multi-Aspect Decision Feedback", Proceedings of the INNS - IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1554-1559, (Washington, DC), July 2001. A modified version of this paper is published in Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Mine like Targets VI, vol. 4394, pp. 1173-1182, (Orlando, FL), April 2001.

M. R. Azimi-Sadjadi, A. A. Jamshidi and A. Nevis, "Target Identification using Zernike Moments and Neural Networks", Proceedings of the SPIE, Automatic Target Recognition XI, (Orlando, FL), April 2001.

D. Li, M. R. Azimi-Sadjadi and A. A. Jamshidi, "Comparison of Confidence Level of Different Classification Paradigms for Underwater Target Discrimination", Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Mine like Targets VI, vol. 4394, pp. 1161-1172, (Orlando, FL), April 2001.

M. R. Azimi-Sadjadi, D. Yao, D. Li, A. A. Jamshidi and G. J. Dobeck, "Comparison of Effects of Sonar Bandwidth for Underwater Target Classification", Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Mine like Targets V, vol. 4038, pp. 300-310, (Orlando, FL), April 2000.