Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm

Iván Gómez; Héctor Mesa; Francisco Ortega-Zamorano; José M. Jerez; Leonardo Franco

doi:10.1007/s00521-019-04388-2

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Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm

Iván Gómez Héctor Mesa Francisco Ortega-Zamorano José M. Jerez Leonardo Franco

Year: 2019 Journal: Neural Computing and Applications Vol: 32 (13)Pages: 8955-8963 Publisher: Springer Science+Business Media

DOI: 10.1007/s00521-019-04388-2

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Keywords:

Computer science Overfitting Constructive Benchmark (surveying) Artificial neural network Algorithm Generalization Backpropagation Set (abstract data type) Artificial intelligence Computational Science and Engineering Feedforward neural network Machine learning Hyperplane Class (philosophy) Support vector machine Mathematics Process (computing)

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Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Fuzzy Logic and Control Systems

Physical Sciences → Computer Science → Artificial Intelligence

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm

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