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Title Meta-learning in computational intelligence / Norbert Jankowski, Włodzisław Duch, and Krzysztof Gra̧bczewski, (eds.)
Published Berlin : Springer, 2011

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Location Call no. Vol. Availability
 MELB  410.285 Jan/Mli  AVAILABLE
Description viii, 358 pages : illustrations (some color) ; 24 cm
Series Studies in computational intelligence, 1860-949X ; 358
Studies in computational intelligence ; v. 358
Contents Machine generated contents note: Universal Meta-Learning Architecture and Algorithms / Krzysztof Grqbczewski -- Meta-Learning of Instance Selection for Data Summarization / Rafiqul M.D. Islam -- Choosing the Metric: A Simple Model Approach / Michel Verleysen -- Meta-Learning Architectures: Collecting, Organizing and Exploiting Meta-Knowledge / Joaquin Vanschoren -- Computational Intelligence for Meta-Learning: A Promising Avenue of Research / Anna Maria Fanelli -- Self-organization of Supervised Models / Jan Cerny -- Selecting Machine Learning Algorithms Using the Ranking Meta-Learning Approach / Teresa B. Ludermir -- A Meta-Model Perspective and Attribute Grammar Approach to Facilitating the Development of Novel Neural Network Models / Talib S. Hussain -- Ontology-Based Meta-Mining of Knowledge Discovery Workflows / Alexandras Kalousis -- Optimal Support Features for Meta-Learning / Marek Grochowski
Bibliography Includes bibliographical references and index
Subject Computational linguistics.
Computational intelligence.
Author Jankowski, Norbert.
Duch, W. (Włodzisław), 1954-
Gra̧bczewski, Krzysztof.
ISBN 9783642209796
3642209793