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» An Algebraic Approach to Inductive Learning
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ICML
1998
IEEE
14 years 8 months ago
Genetic Programming and Deductive-Inductive Learning: A Multi-Strategy Approach
Genetic Programming (GP) is a machine learning technique that was not conceived to use domain knowledge for generating new candidate solutions. It has been shown that GP can bene ...
Ricardo Aler, Daniel Borrajo, Pedro Isasi
NLPRS
2001
Springer
14 years 3 days ago
Learning Strategies In A Grammar Induction Framework
This work extends a semi-automatic grammar induction approach previously proposed in [1]. We investigate the use of Information Gain (IG) in place of Mutual Information (MI) for g...
Chin-Chung Wong, Helen M. Meng, Kai-Chung Siu
ICML
1994
IEEE
13 years 11 months ago
Reducing Misclassification Costs
We explore algorithms for learning classification procedures that attempt to minimize the cost of misclassifying examples. First, we consider inductive learning of classification ...
Michael J. Pazzani, Christopher J. Merz, Patrick M...
FLAIRS
2001
13 years 9 months ago
Learning Approaches to Wrapper Induction
Thenumber,the size, andthe dynamicsof lntemetinformationsourcesbears abundantevidenceof the need of automationin informationextraction(IE). Thispaper deals withthe questionof hows...
Gunter Grieser, Steffen Lange
ICALP
2001
Springer
14 years 4 days ago
An Axiomatic Approach to Metareasoning on Nominal Algebras in HOAS
We present a logical framework Υ for reasoning on a very general class of languages featuring binding operators, called nominal , presented in higher-order abstract syntax (HOAS)....
Furio Honsell, Marino Miculan, Ivan Scagnetto