Lecture 14 - EXTRA
Wavelets, genetic algorithms, fuzzy set theory
Wavelets
Introduction to genetic algorithms
Fuzzy set theory: definitions
Wavelets
- http://en.wikipedia.org/wiki/Wavelet
- Daubechies, Ingrid (1992) Ten Lectures on Wavelets. Philadelphia: Society for Industrial and Applied Mathematics.
- Preliminaries and notation, pp. xi - xix.
- Chapter 1: The what, why, and how of wavelets , pp. 1 - 16.
- Daugman, John G. (2001) How iris recognition works.
Introduction to genetic algorithms
- http://en.wikipedia.org/wiki/Genetic_algorithm
- Duda, Richard O., Hart, Peter E., & Stork, David (2001) Pattern Classification. Second Edition. New York: Wiley.
- Section 7.5.1: Genetic algorithms, pp. 373-377.
- Booker, L.B., Goldberg, D.E., & Holland, J.H. (1989) Classifier systems and genetic algorithms. Artificial Intelligence, 40, 235-282.
- Frey, Peter W., & Slate, David J. (1991) Letter recognition using Holland-style adaptive classifiers. Machine Learning, 6, 161-182.
Introduction to fuzzy set theory and fuzzy classification
- http://en.wikipedia.org/wiki/Fuzzy_sets
- http://en.wikipedia.org/wiki/Fuzzy_logic
- Zadeh, Lotfi A. (1965) Fuzzy sets. Information Control, 8, 338-353.
- Duda, Richard O., Hart, Peter E., & Stork, David (2001) Pattern Classification. Second Edition. New York: Wiley.
- Section 4.7: Fuzzy classification, pp. 192-195.
- Duda, Richard O., Hart, Peter E., & Stork, David (2001) Pattern Classification. Second Edition. New York: Wiley.
- Section 10.4.4: Fuzzy k-means clustering, pp. 528-530.