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Multilogistic regression by means of evolutionary product-unit neural networks

✍ Scribed by C. Hervás-Martínez; F.J. Martínez-Estudillo; M. Carbonero-Ruz

Book ID
104067236
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
983 KB
Volume
21
Category
Article
ISSN
0893-6080

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Evolutionary product unit based neural networks for regression
✍ Alfonso Martínez-Estudillo; Francisco Martínez-Estudillo; César Hervás-Martínez; 📂 Article 📅 2006 🏛 Elsevier Science 🌐 English ⚖ 202 KB

This paper presents a new method for regression based on the evolution of a type of feed-forward neural networks whose basis function units are products of the inputs raised to real number power. These nodes are usually called product units. The main advantage of product units is their capacity for