MCS 2009 - PDF Preprint Papers

MCS 2009 Multiple Classifier Systems

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MCS
2009
Springer

310views Pattern Recognition» more MCS 2009»

True Path Rule Hierarchical Ensembles

14 years 7 months ago

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Abstract. Hierarchical classiﬁcation problems gained increasing attention within the machine learning community, and several methods for hierarchically structured taxonomies have...

Giorgio Valentini

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Id	Views	Title	Status

1	310	True Path Rule Hierarchical Ensembles	claim
2	194	Incremental Learning of Variable Rate Concept Drift	claim
3	181	Recoding Error-Correcting Output Codes	claim
4	180	A Study of Semi-supervised Generative Ensembles	claim
5	170	Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data	claim
6	153	Ensemble Based Data Fusion for Gene Function Prediction	claim
7	150	Multi-class Boosting with Class Hierarchies	claim
8	149	Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data	claim
9	142	When Semi-supervised Learning Meets Ensemble Learning	claim
10	142	Constraints in Weighted Averaging	claim
11	129	Selective Ensemble under Regularization Framework	claim
12	128	Regularized Linear Models in Stacked Generalization	claim
13	110	Improved Uniformity Enforcement in Stochastic Discrimination	claim
14	108	An Empirical Study of a Linear Regression Combiner on Multi-class Data Sets	claim

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