Advances in Feature Selection for Data and Pattern Recognition

Häftad, Engelska, 2018

Del 138 i serien Intelligent Systems Reference Library

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Beskrivning

This book presents recent developments and research trends in the field of feature selection for data and pattern recognition, highlighting a number of latest advances. The field of feature selection is evolving constantly, providing numerous new algorithms, new solutions, and new applications.

Produktinformation

Utgivningsdatum:2018-09-01
Mått:155 x 235 x 19 mm
Vikt:528 g
Format:Häftad
Språk:Engelska
Serie:Intelligent Systems Reference Library
Antal sidor:328
Förlag:Springer International Publishing AG
ISBN:9783319884523

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

An Introduction.- Attribute Selection Based on Reduction of Numerical Attribute During Discretization.- Improving Bagging Ensembles for Class Imbalanced Data by Active Learning.- Optimization of Decision Rules Relative to Length Based on Modiﬁed Dynamic Programming Approach.- Ranking-Based Rule Classiﬁer Optimisation.- Attribute Selection in a Dispersed Decision-Making System.- Feature Selection Approach for Rule-based Knowledge Bases.- Feature Selection with a Genetic Algorithm for Classiﬁcation of Brain Imaging Data.