Imbalanced Learning
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10

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Published By John Wiley & Sons, Inc.

9781118646106, 9781118074626

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Imbalanced Datasets: From Sampling to Classifiers

Imbalanced Learning ◽

10.1002/9781118646106.ch3 ◽

2013 ◽

pp. 43-59 ◽

Author(s):

T. Ryan Hoens ◽

Nitesh V. Chawla

Keyword(s):

Imbalanced Datasets

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Ensemble Methods for Class Imbalance Learning

Imbalanced Learning ◽

10.1002/9781118646106.ch4 ◽

2013 ◽

pp. 61-82 ◽

Author(s):

Xu-Ying Liu ◽

Zhi-Hua Zhou

Keyword(s):

Class Imbalance ◽

Ensemble Methods ◽

Imbalance Learning ◽

Class Imbalance Learning

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Class Imbalance and Active Learning

Imbalanced Learning ◽

10.1002/9781118646106.ch6 ◽

2013 ◽

pp. 101-149 ◽

Author(s):

Josh Attenberg ◽

Şeyda Ertekin

Keyword(s):

Active Learning ◽

Class Imbalance

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Assessment Metrics for Imbalanced Learning

Imbalanced Learning ◽

10.1002/9781118646106.ch8 ◽

2013 ◽

pp. 187-206 ◽

Author(s):

Nathalie Japkowicz

Keyword(s):

Imbalanced Learning ◽

Assessment Metrics

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Introduction

Imbalanced Learning ◽

10.1002/9781118646106.ch1 ◽

2013 ◽

pp. 1-12 ◽

Author(s):

Haibo He

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Index

Imbalanced Learning ◽

10.1002/9781118646106.index ◽

2013 ◽

pp. 207-210

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Class Imbalance Learning Methods for Support Vector Machines

Imbalanced Learning ◽

10.1002/9781118646106.ch5 ◽

2013 ◽

pp. 83-99 ◽

Author(s):

Rukshan Batuwita ◽

Vasile Palade

Keyword(s):

Support Vector Machines ◽

Class Imbalance ◽

Support Vector ◽

Learning Methods ◽

Vector Machines ◽

Imbalance Learning ◽

Class Imbalance Learning

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Nonstationary Stream Data Learning with Imbalanced Class Distribution

Imbalanced Learning ◽

10.1002/9781118646106.ch7 ◽

2013 ◽

pp. 151-186 ◽

Author(s):

Sheng Chen ◽

Haibo He

Keyword(s):

Stream Data ◽

Class Distribution ◽

Imbalanced Class ◽

Imbalanced Class Distribution

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Foundations of Imbalanced Learning

Imbalanced Learning ◽

10.1002/9781118646106.ch2 ◽

2013 ◽

pp. 13-41 ◽

Author(s):

Gary M. Weiss

Keyword(s):

Imbalanced Learning

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Frontmatter

Imbalanced Learning ◽

10.1002/9781118646106.fmatter ◽

2013 ◽

pp. i-xi

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