Ensemble Methods (16)

video-img
04:01

Active Classification based on Value of Classifier

Tianshi Gao

2012-09-06

 · 

3135 Views

Demonstration
video-img
03:27

Algorithms and hardness results for parallel large margin learning

Phil Long

2012-09-06

 · 

2752 Views

Demonstration
video-img
12:00

Multi-Label Ensemble Learning

Wenbin Tang

2011-11-30

 · 

3372 Views

Lecture
video-img
26:06

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

Janez Brank

2011-11-04

 · 

2870 Views

Lecture
video-img
16:08

Inferring regulatory networks from expression data using tree-based methods

Van Anh Huynh-Thu

2010-11-08

 · 

5087 Views

Lecture
video-img
17:12

Tree Based Ensemble Models Regularization by Convex Optimization

Bertrand Cornelusse

2010-01-19

 · 

3899 Views

Lecture
video-img
18:46

Label Ranking with Partial Abstention Using Ensemble Learning

Weiwei Cheng

2009-10-20

 · 

4554 Views

Lecture
video-img
29:09

Audio Genre Classification with Semi-Supervised Feature Ensemble Learning

Zehra Cataltepe

2009-10-20

 · 

3544 Views

Lecture
video-img
47:26

Overview of New Developments in Boosting

Joseph K. Bradley

2008-02-21

 · 

8617 Views

Lecture
video-img
24:19

Random k-Labelsets: An Ensemble Method for Multilabel Classification

Grigorios Tsoumakas

2008-01-29

 · 

5843 Views

Lecture
video-img
21:59

Combining Bagging and Random Subspaces to Create Better Ensembles

Panče Panov

2007-10-08

 · 

5032 Views

Lecture
video-img
02:44:39

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

Giovanni Seni,

John Elder

2007-08-14

 · 

28505 Views

Tutorial
video-img
16:20

An Introduction to Ensemble and Boosting

Amir Saffari

2007-07-10

 · 

12529 Views

Lecture
video-img
26:22

Identifying Feature Relevance using a Random Forest

Jeremy D. Rogers

2007-02-25

 · 

12613 Views

Lecture
video-img
50:05

AdaBoost is Universally Consistent

Peter L. Bartlett

2007-02-25

 · 

8247 Views

Lecture
video-img
17:26

Large-Margin Thresholded Ensembles for Ordinal Regression

Hsuan-Tien Lin

2007-02-25

 · 

7188 Views

Lecture