Efficient Variation-Based Feature Selection for Medical Data Classification

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2015.1501 ◽

2015 ◽

Vol 5 (5) ◽

pp. 1093-1098

Author(s):

Simon Fong ◽

Justin Liang ◽

Shirley W. I. Siu ◽

Jonathan H. Chan

Keyword(s):

Feature Selection ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification ◽

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An Analysis of Hybrid Feature Selection for Improved Medical Data Classification

Journal of Computational Intelligence and Electronic Systems ◽

10.1166/jcies.2014.1069 ◽

2014 ◽

Vol 3 (1) ◽

pp. 44-49

Author(s):

X. Y. Chen ◽

X. Xia ◽

B. Liu

Keyword(s):

Feature Selection ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification ◽

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CART Decision Tree Combined with Boruta Feature Selection for Medical Data Classification

2020 5th IEEE International Conference on Big Data Analytics (ICBDA) ◽

10.1109/icbda49040.2020.9101199 ◽

2020 ◽

Author(s):

Rong Tang ◽

Xiaojun Zhang

Keyword(s):

Feature Selection ◽

Decision Tree ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification ◽

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HYBRID FIREFLY SWARM INTELLIGENCE BASED FEATURE SELECTION FOR MEDICAL DATA CLASSIFICATION AND SEGMENTATION IN SVD - NSCT DOMAIN.

International Journal of Advanced Research ◽

10.21474/ijar01/1544 ◽

2016 ◽

Vol 4 (9) ◽

pp. 744-760 ◽

Author(s):

B. Thamaraichelvi ◽

◽

G. Yamuna. ◽

Keyword(s):

Feature Selection ◽

Swarm Intelligence ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification ◽

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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 Algorithms in Medical Data Classification: A Brief Survey and Experimentation

Lecture Notes in Electrical Engineering - ICDSMLA 2019 ◽

10.1007/978-981-15-1420-3_90 ◽

2020 ◽

pp. 831-841

Author(s):

Suja S. Panicker ◽

P. Gayathri

Keyword(s):

Feature Selection ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification ◽

Selection Algorithms

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SMOTE–ENN-Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification

Advances on Smart and Soft Computing - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-6048-4_4 ◽

2020 ◽

pp. 37-49

Author(s):

Mouna Lamari ◽

Nabiha Azizi ◽

Nacer Eddine Hammami ◽

Assia Boukhamla ◽

Soraya Cheriguene ◽

...

Keyword(s):

Data Classification ◽

Medical Data ◽

Data Sampling ◽

Ensemble Selection ◽

Medical Data Classification ◽

Selection For ◽

Dynamic Ensemble Selection

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Hybrid Brain Storm Optimization based Feature Selection and Optimal Deep Neural Network for Medical Data Classification

Journal of Advanced Research in Dynamical and Control Systems ◽

10.5373/jardcs/v12sp4/20201467 ◽

2020 ◽

Vol 12 (SP4) ◽

pp. 62-72

Author(s):

Prabadevi B.

Keyword(s):

Neural Network ◽

Feature Selection ◽

Deep Neural Network ◽

Data Classification ◽

Medical Data ◽

Brain Storm Optimization ◽

Medical Data Classification

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Rough set theory-based feature selection and FGA-NN classifier for medical data classification

International Journal of Business Intelligence and Data Mining ◽

10.1504/ijbidm.2019.098838 ◽

2019 ◽

Vol 14 (3) ◽

pp. 322

Author(s):

Vijayalakshmi Balasubramanian ◽

Sugumar Rajendran

Keyword(s):

Feature Selection ◽

Rough Set ◽

Rough Set Theory ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification

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Feature Selection Effects on Gradient Descent Logistic Regression for Medical Data Classification

International Journal of Intelligent Engineering and Systems ◽

10.22266/ijies2019.1031.28 ◽

2019 ◽

Vol 12 (5) ◽

pp. 278-286

Author(s):

Prasanth Kumar ◽

◽

Gera Pradeepini ◽

Pille Kamakshi ◽

◽

...

Keyword(s):

Logistic Regression ◽

Feature Selection ◽

Gradient Descent ◽

Data Classification ◽

Medical Data ◽

Selection Effects ◽

Medical Data Classification

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A hybrid ensemble-filter wrapper feature selection approach for medical data classification

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2021.104396 ◽

2021 ◽

pp. 104396

Author(s):

Namrata Singh ◽

Pradeep Singh

Keyword(s):

Feature Selection ◽

Data Classification ◽

Medical Data ◽

Selection Approach ◽

Medical Data Classification ◽

Feature Selection Approach ◽

Wrapper Feature Selection

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