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Termín odovzdania referátu: 17. február
1. Váhované väčšinové hlasovanie (téma je už
zadaná)
N. Littlestone, M. Warmuth:
The Weighted Majority
Algorithm,
Information and Computation 108(2), pp. 212-261, 1994.
S. Goldman:
Topic 18: The Weighted Majority Algorithm, Lecture notes for the course
"Computational
Learning Theory" (CS 582), Washington University in St. Louis, 1991.
2. Identifikácia monotónnych booleovských funkcií (téma
je už zadaná)
E. Triantaphyllou, J. Lu:
The Knowledge
Acquisition Problem
in Monotone Boolean Systems, in: Encyclopedia of Computer Science &
Technology
(A. Kent, J. Williams, eds.), Marcel Dekker, New York, 1998, pp. 89-106.
V. Torvik, E. Triantaphyllou:
Inference
of
Monotone Boolean Functions, in: Encyclopedia
of Optimization (Ch. Floudas, P. Pardalos, eds.) Kluwer Academic
Publishers,
Dordrecht, 2001, pp. 472-480.
3. Strojové učenie a hry (téma je už zadaná)
M. Kubat:
Should Machines Learn How to Play Games?, in:
Advances in Computation: Theory and Practice. Volume
8 - Machines that Learn to Play Games (J. Fürnkranz, M. Kubat, eds.),
Nova Science Publishers, 2001.
J. Fürnkranz:
Machine Learning in Games: A Survey, in:
Advances in Computation: Theory and Practice. Volume
8 - Machines that Learn to Play Games (J. Fürnkranz, M. Kubat, eds.),
Nova Science Publishers, 2001.
4. Strojové učenie, dolovanie dát a matematická štatistika (téma je už zadaná)
D. Hand:
Statistics and Data Mining: Intersecting Disciplines,
SIGKDD Explorations 1(1), 16-19, 1999.
P. Smyth:
Data Mining at the Interface of Computer Science and Statistics, in:
Data Mining for Scientific and Engineering Applications (R.
Grossman et al., eds.),
Kluwer Academic Publishers, 2001, pp. 35-62.
P. Smyth:
Data Mining: Data Analysis on a Grand Scale?,
Statistical Methods in Medical Research 9(4), 309-327,
2000.
5. Genetické algoritmy v strojovom učení a v dolovaní dát (téma je už zadaná)
J. Shapiro:
Genetic Algorithms in Machine Learning,
ECCAI Advanced Course on Artificial Intelligence, 1999.
A. Freitas:
A Survey of Evolutionary Algorithms for Data Mining and Knowledge
Discovery, in:
Advances in Evolutionary Computation (A. Ghosh, S. Tsutsui, eds.),
Springer-Verlag, 2002, pp. 819-845.