7378 search results - page 422 / 1476 » Introduction to Machine Learning |
183
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ALS
2003
Springer
16 years 3 days ago
2003
Springer
This paper takes an overtly anticipatory stance to the understanding of animat learning and behavior. It analyses four major animal learning theories and attempts to identify the a...
189
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ICANN
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
160
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MLDM
2001
Springer
15 years 11 months ago
2001
Springer
Abstract. This paper proposes a general local learning framework to effectively alleviate the complexities of classifier design by means of “divide and conquer” principle and ...
182
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COLT
1994
Springer
15 years 11 months ago
1994
Springer
In this paper we introduce and investigate a mathematically rigorous theory of learning curves that is based on ideas from statistical mechanics. The advantage of our theory over ...
201
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ECML
1993
Springer
15 years 11 months ago
1993
Springer
This paper describes a genetic learning system called SIA, which learns attributes based rules from a set of preclassified examples. Examples may be described with a variable numbe...