ScienceOpen:
research and publishing network
For Publishers
Discovery
Metadata
Peer review
Hosting
Publishing
For Researchers
Join
Publish
Review
Collect
My ScienceOpen
Sign in
Register
Dashboard
Blog
About
Search
Advanced search
My ScienceOpen
Sign in
Register
Dashboard
Search
Search
Advanced search
For Publishers
Discovery
Metadata
Peer review
Hosting
Publishing
For Researchers
Join
Publish
Review
Collect
Blog
About
61
views
170
references
Top references
cited by
142
Cite as...
0 reviews
Review
0
comments
Comment
0
recommends
+1
Recommend
0
collections
Add to
0
shares
Share
Twitter
Sina Weibo
Facebook
Email
4,765
similar
All similar
Record
: found
Abstract
: not found
Article
: not found
A Survey of Predictive Modeling on Imbalanced Domains
Author(s):
Paula Branco
,
Luís Torgo
,
Rita P. Ribeiro
Publication date
Created:
November 11 2016
Publication date
(Print):
August 13 2016
Journal:
ACM Computing Surveys
Publisher:
Association for Computing Machinery (ACM)
Read this article at
ScienceOpen
Publisher
Further versions
oa repository (via OAI-PMH doi match)
Powered by
Review
Review article
Invite someone to review
Bookmark
Cite as...
There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.
Related collections
New directions in predictive processing
Most cited references
170
Record
: found
Abstract
: not found
Article
: not found
A study of the behavior of several methods for balancing machine learning training data
Gustavo E. A. P. A. Batista
,
Ronaldo C. Prati
,
Maria Carolina Monard
(2004)
0
comments
Cited
470
times
– based on
0
reviews
Review now
Bookmark
Record
: found
Abstract
: not found
Article
: not found
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
M Galar
,
A. Fernández
,
E. Barrenechea
…
(2012)
0
comments
Cited
351
times
– based on
0
reviews
Review now
Bookmark
Record
: found
Abstract
: not found
Article
: not found
CLASSIFICATION OF IMBALANCED DATA: A REVIEW
Andrew Wong
,
YANMIN SUN
,
MOHAMED S. KAMEL
(2009)
0
comments
Cited
256
times
– based on
0
reviews
Review now
Bookmark
All references
Author and article information
Journal
Title:
ACM Computing Surveys
Abbreviated Title:
ACM Comput. Surv.
Publisher:
Association for Computing Machinery (ACM)
ISSN (Print):
03600300
Publication date Created:
November 11 2016
Publication date (Print):
August 13 2016
Volume
: 49
Issue
: 2
Pages
: 1-50
Article
DOI:
10.1145/2907070
SO-VID:
7ffe2117-46b8-406f-941c-d654b40c5431
Copyright ©
© 2016
License:
http://www.acm.org/publications/policies/copyright_policy#Background
History
Data availability:
Comments
Comment on this article
Sign in to comment
scite_
Similar content
4,765
Scaling laws and diffuse locality of balanced and imbalanced MHD turbulence
Authors:
A. Lazarian
,
A. Beresnyak
Machine learning from imbalanced data sets 101
Authors:
Geometric Structural Ensemble Learning for Imbalanced Problems
Authors:
Zonghai Zhu
,
Zhe Wang
,
Dongdong Li
…
See all similar
Cited by
157
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
Authors:
Davide Chicco
,
Giuseppe Jurman
Benchmarking Computational Doublet-Detection Methods for Single-Cell RNA Sequencing Data
Authors:
Nan Miles Xi
,
Jingyi Li
Machine Learning Solutions for Osteoporosis—A Review
Authors:
Julien Smets
,
Enisa Shevroja
,
Thomas Hügle
…
See all cited by