Advances in Feature Selection for Data and Pattern Recognition

Häftad, Engelska, 2018

Av Urszula Stańczyk, Beata Zielosko, Lakhmi C. Jain, Urszula Stanczyk, Urszula Stańczyk, Urszula Sta¿czyk

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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

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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.