Computational Intelligence for High-Dimensional Machine Learning

Computational Intelligence for High-Dimensional Machine Learning

A Feature Selection Perspective and Its Real-World Applications

Kwong, Sam; Zhou, Yu; Zhang, Xiao

Springer Nature Switzerland AG

04/2025

122

Mole

9789819626861

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Introduction of High Dimensional Machine Learning.- Feature selection and computational Intelligence Methods.- Evolutionary algorithm based global feature selection.- Evolutionary algorithm based local feature selection.- Deep neural network based hybrid feature selection.- Real-world case study.- Conclusions.
Computational Intelligence;Machine learning;Evolutionary computation;Deep neural networks;Feature selection;Smart cities;Bioinformatics;Real-world applications