Del 138 i serien Intelligent Systems Reference Library

Advances in Feature Selection for Data and Pattern Recognition

Häftad, Engelska, 2018

AvUrszula Stańczyk,Beata Zielosko,Lakhmi C. Jain

1 449 kr

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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

Utgivningsdatum2018-09-01
Mått155 x 235 x 19 mm
Vikt528 g
FormatHäftad
SpråkEngelska
SerieIntelligent Systems Reference Library
Antal sidor328
FörlagSpringer International Publishing AG
ISBN9783319884523

Tillhör följande kategorier

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

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.