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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Algorithmic Learning Theory - 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings (Paperback, 2000 ed.)
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Algorithmic Learning Theory - 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings (Paperback, 2000 ed.)
Series: Lecture Notes in Computer Science, 1968
Expected to ship within 10 - 15 working days
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This volume contains all the papers presented at the Eleventh
International C- ference on Algorithmic Learning Theory (ALT 2000)
held at Coogee Holiday Inn, Sydney, Australia,11-13 December 2000.
The conference was sponsored by the School of Computer Science and
Engineering, University of New South Wales, and supported by the
IFIP Working Group 1.4 on Computational Learning T- ory and the
Computer Science Association (CSA) of Australia. In response to the
call for papers 39 submissions were received on all aspects of
algorithmic learning theory. Out of these 22 papers were accepted
for p- sentation by the program committee. In addition, there were
three invited talks by William Cohen (Whizbang Labs), Tom
Dietterich (Oregon State Univeristy), and Osamu Watanabe (Tokyo
Institute of Technology). This year's conference is the last in the
millenium and eleventh overall in the ALT series. The ?rst ALT
workshop was held in Tokyo in 1990. It was merged with the workshop
on Analogical and Inductive Inference in 1994. The conf- ence
focuses on all areas related to algorithmic learning theory,
including (but not limited to) the design and analysis of learning
algorithms, the theory of machine learning, computational logic
of/for machine discovery, inductive inf- ence, learning via
queries, new learning models, scienti?c discovery, learning by
analogy, arti?cial and biological neural networks, pattern
recognition, statistical learning, Bayesian/MDL estimation,
inductive logic programming, data m- ing and knowledge discovery,
and application of learning to biological sequence analysis. In the
current conference there were papers from a variety of the above
areas, refelecting both the theoretical as well as practical aspec
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