Supervised and Unsupervised Ensemble Methods and their Applications (Studies in Computational Intelligence, 126)

ISBN 10: 3540789804 / ISBN 13: 9783540789802

Edité par Springer, 2008

In. N° de réf. du vendeur ria9783540789802_new

Synopsis :

Ensembles of Clustering Methods and Their Applications.- Cluster Ensemble Methods: from Single Clusterings to Combined Solutions.- Random Subspace Ensembles for Clustering Categorical Data.- Ensemble Clustering with a Fuzzy Approach.- Collaborative Multi-Strategical Clustering for Object-Oriented Image Analysis.- Ensembles of Classification Methods and Their Applications.- Intrusion Detection in Computer Systems Using Multiple Classifier Systems.- Ensembles of Nearest Neighbors for Gene Expression Based Cancer Classification.- Multivariate Time Series Classification via Stacking of Univariate Classifiers.- Gradient Boosting GARCH and Neural Networks for Time Series Prediction.- Cascading with VDM and Binary Decision Trees for Nominal Data.- Erratum.

Détails bibliographiques

Titre : Supervised and Unsupervised Ensemble Methods...
Éditeur : Springer
Date d'édition : 2008
Reliure : Couverture rigide
Etat : New