Neural Networks Ensembles
M. A. H. AkhandK. Murase
Broschiertes Buch

Neural Networks Ensembles

Existing Methods and New Techniques

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Artificial neural network is designed with the goal of building intelligent machines to solve complex perceptual problems, such as pattern classification, by mimicking the networks of real neurons in the human brain. To achieve better performance over a single neural network, ensembles construction with several neural networks has become a nutritious filed of research. This book presents the basics of ensemble construction and discusses several existing ensemble methods. A large number of benchmark problems from different application domains were considered for evaluating the methods. After th...