Metalearning Applications to Data Mining /

• Main Authors: Brazdil, Pavel (Author), Giraud-Carrier, Christophe (Author), Soares, Carlos (Author), Vilalta, Ricardo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Cognitive Technologies,
• Subjects: Computer science.; Data mining.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.; Pattern Recognition.

Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions,...