Weighted ReliefF with threshold constraints of feature selection for imbalanced data classification

Yan Song; Weiyun Si; Feifan Dai; Guisong Yang

doi:10.1002/cpe.5691

Weighted ReliefF with threshold constraints of feature selection for imbalanced data classification

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.5691 ◽

2020 ◽

Vol 32 (14) ◽

Author(s):

Yan Song ◽

Weiyun Si ◽

Feifan Dai ◽

Guisong Yang

Keyword(s):

Feature Selection ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Selection For

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Evolutionary and Swarm-Based Feature Selection for Imbalanced Data Classification

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_11 ◽

2019 ◽

pp. 231-250 ◽

Cited By ~ 1

Author(s):

Feras Namous ◽

Hossam Faris ◽

Ali Asghar Heidari ◽

Monther Khalafat ◽

Rami S. Alkhawaldeh ◽

...

Keyword(s):

Feature Selection ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Selection For

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Research of Medical High-Dimensional Imbalanced Data Classification Ensemble Feature Selection Algorithm with Random Forest

2017 International Conference on Smart Grid and Electrical Automation (ICSGEA) ◽

10.1109/icsgea.2017.158 ◽

2017 ◽

Cited By ~ 2

Author(s):

Min Zhu ◽

Bo Su ◽

Gangmin Ning

Keyword(s):

Feature Selection ◽

Random Forest ◽

Imbalanced Data ◽

Data Classification ◽

High Dimensional ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Imbalanced Data Classification

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UFFDFR: Undersampling framework with denoising, fuzzy c-means clustering, and representative sample selection for imbalanced data classification

Information Sciences ◽

10.1016/j.ins.2021.07.053 ◽

2021 ◽

Author(s):

Ming Zheng ◽

Tong Li ◽

Xiaoyao Zheng ◽

Qingying Yu ◽

Chuanming Chen ◽

...

Keyword(s):

Representative Sample ◽

Sample Selection ◽

Imbalanced Data ◽

Data Classification ◽

Fuzzy C Means ◽

Imbalanced Data Classification ◽

Fuzzy C Means Clustering ◽

Selection For

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Cluster-Based Instance Selection for the Imbalanced Data Classification

Computational Collective Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-98446-9_18 ◽

2018 ◽

pp. 191-200 ◽

Cited By ~ 1

Author(s):

Ireneusz Czarnowski ◽

Piotr Jędrzejowicz

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Instance Selection ◽

Imbalanced Data Classification ◽

Selection For

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Imbalanced Data Classification Based on Feature Selection Techniques

Intelligent Data Engineering and Automated Learning – IDEAL 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-03496-2_33 ◽

2018 ◽

pp. 296-303 ◽

Cited By ~ 6

Author(s):

Paweł Ksieniewicz ◽

Michał Woźniak

Keyword(s):

Feature Selection ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Feature Selection Techniques

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ℓ2,1 norm regularized multi-kernel based joint nonlinear feature selection and over-sampling for imbalanced data classification

Neurocomputing ◽

10.1016/j.neucom.2016.12.036 ◽

2017 ◽

Vol 234 ◽

pp. 38-57 ◽

Cited By ~ 14

Author(s):

Peng Cao ◽

Xiaoli Liu ◽

Jian Zhang ◽

Dazhe Zhao ◽

Min Huang ◽

...

Keyword(s):

Feature Selection ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Nonlinear Feature

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Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems

2011 10th International Conference on Machine Learning and Applications and Workshops ◽

10.1109/icmla.2011.70 ◽

2011 ◽

Cited By ~ 2

Author(s):

Malak Alshawabkeh ◽

Javed A. Aslam ◽

Jennifer Dy ◽

David Kaeli

Keyword(s):

Feature Selection ◽

Imbalanced Data ◽

Data Classification ◽

Small Samples ◽

Classification Problems ◽

Imbalanced Data Classification

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An embedded feature selection method for imbalanced data classification

IEEE/CAA Journal of Automatica Sinica ◽

10.1109/jas.2019.1911447 ◽

2019 ◽

Vol 6 (3) ◽

pp. 703-715 ◽

Cited By ~ 30

Author(s):

Haoyue Liu ◽

MengChu Zhou ◽

Qing Liu

Keyword(s):

Feature Selection ◽

Feature Selection Method ◽

Imbalanced Data ◽

Data Classification ◽

Selection Method ◽

Imbalanced Data Classification

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A novel imbalanced data classification approach for suicidal ideation detection on social media

Computing ◽

10.1007/s00607-021-00984-0 ◽

2021 ◽

Author(s):

Mohamed Ali Ben Hassine ◽

Safa Abdellatif ◽

Sadok Ben Yahia

Keyword(s):

Social Media ◽

Suicidal Ideation ◽

Imbalanced Data ◽

Data Classification ◽

Classification Approach ◽

Imbalanced Data Classification

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Radial-Based Undersampling for imbalanced data classification

Pattern Recognition ◽

10.1016/j.patcog.2020.107262 ◽

2020 ◽

Vol 102 ◽

pp. 107262 ◽

Cited By ~ 7

Author(s):

Michał Koziarski

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification

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