List of Publications
Douglas R. Hundley
- "Classification of Time-Embedded EEG Using
Short-Time Principal Component Analysis", C. Anderson,
M. Kirby, D. Hundley and J. Knight. In Towards Brain-Computer
Interfacing, edited by G. Dornhege, J. del R. Millan,
T. Hinterberger, D.J. McFarland and K.-R. Muller, MIT Press, p 261-278,
"Estimation of Topological Dimension", D. Hundley and M. Kirby.
Proceedings of the Third SIAM International Conference on Data Mining,
D. Barbara and C. Kamath (editors), SIAM 2003, pgs. 194-202
"The Bilipschitz Criterion for dimension reduction mapping design",
M. Anderle, D. Hundley, and M. Kirby. Intelligent Data Analysis, v. 6,
n. 1, p. 85-104, 2002.
"Blind Source Separation using the Maximum
Signal Fraction Approach" D. Hundley, M. Anderle, and M. Kirby.
Signal Processing, vol 82, issue 10, Oct 2002, pg 1505-1508.
"A Solution Procedure for Blind Signal Separation using the Maximum Noise Fraction Approach: Algorithms and Examples",
D. Hundley, M. Anderle, and M. Kirby.
Proceedings of the 3rd International Conference on Independent
Component Analysis and Blind Signal Separation, Dec 9-12 2001, San Diego, CA, 2001, Editors: Lee, Jung, Makeig and Sjnowski, pg 337-342.
Abstracts online at ICA2001
- "Time series prediction by estimating Markov probabilities through topology preserving maps",
G. Dangelmayr, S. Gadaleta, D. Hundley and M. Kirby. Proc. SPIE Vol. 3812, Applications and Science of Neural
Networks, Fuzzy Systems, and Evolutionary Computation II. Edited by B. Bosacchi,
D. B. Fogel and J.C. Bezdek. pgs 86-93, 1999.
- "Empirical Dynamical Systems Reduction II: Neural Charts", D. Hundley and
M. Kirby. In "Semi-analytic methods for the Navier-Stokes Equations",
Edited by K. Coughlin, p. 65-83. From the series "CRM Proceedings and Lecture Notes",
v. 20, published by the American Mathematical Society, 1999.
- "Technical Report: Remarks on Characterizing Complexity of
Radial Basis Functions using Degrees of Freedom", by C. Peters (student)
and D. Hundley, June 30 1999. As part of Rall Summer Grant.
1998 and earlier:
- "Local Nonlinear Modeling via Neural Charts", D. R. Hundley,
Ph.D. Dissertation, Colorado State University, Summer, 1998. This is a compressed postscript file, about 4.5MB.
- "Spherical Nodes in Neural Networks with Applications", D.
Hundley and M. Kirby. In Intelligent Engineering Through Artificial Neural
Networks v. 5, Edited by S.H. Dagli, B.R. Fernandez, J. Ghosh,
and R.T. Soundar Kumara. 1995.
- ``Fractal Image Compression:
An application of the science of fractal images''. D. Chalice and D.
In Festschrift in Honor of Vladimir Milicic, R. Weiss and T.
Schlotterback, Eds., 1995, Western Washington University.
- ``The Creation of Chaos'', D. Hundley. In Chaos and Chaos Theory:
Nonexistent Objects, V. Milicic, Ed., 1993, Western Washington