Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods
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Published By Springer Berlin Heidelberg

9783642039980, 9783642039997

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

The Neighbors Voting Algorithm and Its Applications

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_9 ◽

2009 ◽

pp. 151-173 ◽

Cited By ~ 3

Author(s):

Gabriele Lombardi ◽

Elena Casiraghi ◽

Paola Campadelli

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Improving Supervised Learning with Multiple Clusterings

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_8 ◽

2009 ◽

pp. 135-149

Author(s):

Cédric Wemmert ◽

Germain Forestier ◽

Sébastien Derivaux

Keyword(s):

Supervised Learning ◽

Multiple Clusterings

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Independent Data Model Selection for Ensemble Dispersion Forecasting

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_12 ◽

2009 ◽

pp. 213-231 ◽

Cited By ~ 3

Author(s):

Angelo Ciaramella ◽

Giulio Giunta ◽

Angelo Riccio ◽

Stefano Galmarini

Keyword(s):

Model Selection ◽

Data Model ◽

Independent Data ◽

Selection For ◽

Dispersion Forecasting

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Evade Hard Multiple Classifier Systems

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_2 ◽

2009 ◽

pp. 15-38 ◽

Cited By ~ 11

Author(s):

Battista Biggio ◽

Giorgio Fumera ◽

Fabio Roli

Keyword(s):

Multiple Classifier Systems ◽

Classifier Systems ◽

Multiple Classifier

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Integrating Liknon Feature Selection and Committee Training

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_13 ◽

2009 ◽

pp. 233-250

Author(s):

Erinija Pranckeviciene

Keyword(s):

Feature Selection

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Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification Costs

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_11 ◽

2009 ◽

pp. 191-211

Author(s):

Sebastian Nusser ◽

Clemens Otte ◽

Werner Hauptmann

Keyword(s):

Misclassification Costs ◽

Low Dimensional

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Partitioner Trees for Classification: A New Ensemble Method

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_6 ◽

2009 ◽

pp. 93-112

Author(s):

Georg Krempl ◽

Vera Hofer

Keyword(s):

Ensemble Method

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A Personal Antispam System Based on a Behaviour-Knowledge Space Approach

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_3 ◽

2009 ◽

pp. 39-57 ◽

Cited By ~ 2

Author(s):

Francesco Gargiulo ◽

Antonio Penta ◽

Antonio Picariello ◽

Carlo Sansone

Keyword(s):

Knowledge Space ◽

Space Approach

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Evaluating Hybrid Ensembles for Intelligent Decision Support for Intensive Care

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_14 ◽

2009 ◽

pp. 251-265 ◽

Cited By ~ 1

Author(s):

Pedro Gago ◽

Manuel Filipe Santos

Keyword(s):

Intensive Care ◽

Decision Support ◽

Intelligent Decision ◽

Intelligent Decision Support

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Prediction of Gene Function Using Ensembles of SVMs and Heterogeneous Data Sources

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods ◽

10.1007/978-3-642-03999-7_5 ◽

2009 ◽

pp. 79-91 ◽

Cited By ~ 1

Author(s):

Matteo Re ◽

Giorgio Valentini

Keyword(s):

Gene Function ◽

Heterogeneous Data ◽

Data Sources ◽

Heterogeneous Data Sources

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Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble MethodsLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

The Neighbors Voting Algorithm and Its Applications

Improving Supervised Learning with Multiple Clusterings

Independent Data Model Selection for Ensemble Dispersion Forecasting

Evade Hard Multiple Classifier Systems

Integrating Liknon Feature Selection and Committee Training

Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification Costs

Partitioner Trees for Classification: A New Ensemble Method

A Personal Antispam System Based on a Behaviour-Knowledge Space Approach

Evaluating Hybrid Ensembles for Intelligent Decision Support for Intensive Care

Prediction of Gene Function Using Ensembles of SVMs and Heterogeneous Data Sources

Studies in Computational Intelligence - Applications of Supervised and Unsupervised Ensemble Methods
Latest Publications