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Tree Based Ensemble Models Regularization by Convex Optimization

Bertrand Cornelusse

calendar icon Jan 19, 2010 3928 views

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Random k-Labelsets: An Ensemble Method for Multilabel Classification

Grigorios Tsoumakas

calendar icon Jan 29, 2008 5877 views

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Overview of New Developments in Boosting

Joseph K. Bradley

calendar icon Feb 21, 2008 8654 views

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Multi-Label Ensemble Learning

Wenbin Tang

calendar icon Nov 30, 2011 3397 views

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Large-Margin Thresholded Ensembles for Ordinal Regression

Hsuan-Tien Lin

calendar icon Feb 25, 2007 7222 views

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Label Ranking with Partial Abstention Using Ensemble Learning

Weiwei Cheng

calendar icon Oct 20, 2009 4590 views

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Inferring regulatory networks from expression data using tree-based methods

Van Anh Huynh-Thu

calendar icon Nov 8, 2010 5114 views

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Identifying Feature Relevance using a Random Forest

Jeremy D. Rogers

calendar icon Feb 25, 2007 12647 views

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From Trees to Forests and Rule Sets - A Unified Overview of Ensemble Methods

John Elder,

Giovanni Seni

calendar icon Aug 14, 2007 28597 views

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Exploring the space of coding matrix classifiers for hierarchical multiclass tex...

Janez Brank

calendar icon Nov 4, 2011 2892 views

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Combining Bagging and Random Subspaces to Create Better Ensembles

Panče Panov

calendar icon Oct 8, 2007 5054 views

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Audio Genre Classification with Semi-Supervised Feature Ensemble Learning

Zehra Cataltepe

calendar icon Oct 20, 2009 3570 views

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16:20

An Introduction to Ensemble and Boosting

Amir Saffari

calendar icon Jul 10, 2007 12564 views

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Algorithms and hardness results for parallel large margin learning

Phil Long

calendar icon Sep 6, 2012 2783 views

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50:05

AdaBoost is Universally Consistent

Peter L. Bartlett

calendar icon Feb 25, 2007 8272 views

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Active Classification based on Value of Classifier

Tianshi Gao

calendar icon Sep 6, 2012 3174 views