Portal de Periódicos da CAPES

Introduction

2010; Springer Nature; Linguagem: Inglês

10.1007/978-3-642-16205-3_1

1860-9503

Bruno Baruque, Emilio Corchado,

This book conducts a review of research into the application of “committee of experts” or ensemble learning techniques to artificial neural networks that employ unsupervised learning for dimensionality reduction tasks and especially, for visualizing multi-dimensional data sets. In addition, it sets out a method of assessing and identifying data-set outliers by means of ensemble and statistical analysis.