Advances in Feature Selection for Data and Pattern Recognition

Advances in Feature Selection for Data and Pattern Recognition

Jain, Lakhmi C.; Stanczyk, Urszula; Zielosko, Beata

Springer International Publishing AG

09/2018

328

Mole

Inglês

9783319884523

15 a 20 dias

534

Descrição não disponível.
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 Modi?ed Dynamic Programming Approach.- Ranking-Based Rule Classi?er Optimisation.- Attribute Selection in a Dispersed Decision-Making System.- Feature Selection Approach for Rule-based Knowledge Bases.- Feature Selection with a Genetic Algorithm for Classi?cation of Brain Imaging Data.
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Intelligent Systems;Computational Intelligence;Feature Selection;Pattern Recognition;Classification;Data Mining