A hybrid Feature Selection Optimization Model for High Dimension Data Classification

IEEE Access ◽

10.1109/access.2021.3065341 ◽

2021 ◽

pp. 1-1

Author(s):

Mohammed Qaraad ◽

Souad Amjad ◽

Ibrahim I.M. Manhrawy ◽

Hanaa Fathi ◽

Bayoumi A. Hassan ◽

...

Keyword(s):

Feature Selection ◽

High Dimension ◽

Optimization Model ◽

Data Classification ◽

High Dimension Data

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Hybrid Feature Selection Method for Binary and Multi-class High Dimension Data

10.1007/978-981-16-6285-0_56 ◽

2021 ◽

pp. 701-711

Author(s):

Ravi Prakash Varshney ◽

Dilip Kumar Sharma

Keyword(s):

Feature Selection ◽

High Dimension ◽

Feature Selection Method ◽

Selection Method ◽

High Dimension Data

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Feature Selection Using Gustafson-Kessel Fuzzy Algorithm in High Dimension Data Clustering

2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla.2015.57 ◽

2015 ◽

Author(s):

George Georgiev ◽

Natacha Gueorguieva ◽

Matthew Chiappa ◽

Austin Krauza

Keyword(s):

Feature Selection ◽

High Dimension ◽

Data Clustering ◽

Fuzzy Algorithm ◽

High Dimension Data

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Performance of feature-selection methods in the classification of high-dimension data

Pattern Recognition ◽

10.1016/j.patcog.2008.08.001 ◽

2009 ◽

Vol 42 (3) ◽

pp. 409-424 ◽

Author(s):

Jianping Hua ◽

Waibhav D. Tembe ◽

Edward R. Dougherty

Keyword(s):

Feature Selection ◽

High Dimension ◽

Selection Methods ◽

High Dimension Data

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Feature selection in the classification of high-dimension data

2008 IEEE International Workshop on Genomic Signal Processing and Statistics ◽

10.1109/gensips.2008.4555665 ◽

2008 ◽

Author(s):

Jianping Hua ◽

Waibhav Tembe ◽

Edward R. Dougherty

Keyword(s):

Feature Selection ◽

High Dimension ◽

High Dimension Data

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Personalized PageRank Based Feature Selection for High-dimension Data

2019 11th International Conference on Knowledge and Systems Engineering (KSE) ◽

10.1109/kse.2019.8919274 ◽

2019 ◽

Author(s):

Zhibo Zhu ◽

Qinke Peng ◽

Xinyu Guan

Keyword(s):

Feature Selection ◽

High Dimension ◽

Personalized Pagerank ◽

High Dimension Data ◽

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R-HEFS: Rough set based Heterogeneous Ensemble Feature Selection Method for Medical data Classification

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2021.102049 ◽

2021 ◽

pp. 102049

Author(s):

Rubul Kumar Bania ◽

Anindya Halder

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Data Classification ◽

Selection Method ◽

Medical Data ◽

Medical Data Classification ◽

Heterogeneous Ensemble

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Feature selection based on niching particle swarm optimization for omics data classification

2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI) ◽

10.1109/ichci51889.2020.00036 ◽

2020 ◽

Author(s):

Zhao Xu ◽

Junshan Yang

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Data Classification ◽

Swarm Optimization

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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 ◽

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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An Overview of Methods for Feature Selection Based on Mutual Information for Stream Data Classification

2013 International Conference on Communication Systems and Network Technologies ◽

10.1109/csnt.2013.135 ◽

2013 ◽

Author(s):

K. Wankhade ◽

D. Rane ◽

R. Thool

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Data Classification ◽

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A Hybrid Feature Selection Method Based on Symmetrical Uncertainty and Support Vector Machine for High-Dimensional Data Classification

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-319-54472-4_67 ◽

2017 ◽

pp. 721-727 ◽

Author(s):

Yongjun Piao ◽

Keun Ho Ryu

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

High Dimensional Data ◽

Feature Selection Method ◽

Data Classification ◽

Selection Method ◽

High Dimensional ◽

Support Vector ◽

Symmetrical Uncertainty

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