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Titlebook: Machine Learning - EWSL-91; European Working Ses Yves Kodratoff Conference proceedings 1991 Springer-Verlag Berlin Heidelberg 1991 Logic Pr

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Integrating an explanation-based learning mechanism into a general problem-solver,scovered a number of weaknesses related to its architecture and learning mechanism, known as .. Using general concepts on which SOAR is based, we define a new learning system based, on the one hand, on a general and industrial problem solver, and, on the other hand, on an efficient learning mechanis
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Application of empirical discovery in knowledge acquisition, nor uses discovery methods. We argue that machine discovery is approaching the stage at which it can be useful to knowledge acquisition in two ways: as a source of useful techniques, and as a model of unified knowledge representation and application. We present the discovery system FAHRENHEIT and w
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Rule induction with CN2: Some recent improvements,e two improvements to this algorithm. Firstly, we present the use of the Laplacian error estimate as an alternative evaluation function and secondly, we show how unordered as well as ordered rules can be generated. We experimentally demonstrate significantly improved performances resulting from thes
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