Supervised and Unsupervised Ensemble Methods and their Applications - Okun, Oleg.; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008)
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.
Keywords: Artificial intelligence; Applied mathematics; Engineering mathematics; Artificial Intelligence; Mathematical and Computational Engineering