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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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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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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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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A hybrid model combining case-based reasoning and fuzzy decision tree for medical data classification

Applied Soft Computing ◽

10.1016/j.asoc.2009.12.023 ◽

2011 ◽

Vol 11 (1) ◽

pp. 632-644 ◽

Author(s):

Chin-Yuan Fan ◽

Pei-Chann Chang ◽

Jyun-Jie Lin ◽

J.C. Hsieh

Keyword(s):

Decision Tree ◽

Hybrid Model ◽

Data Classification ◽

Medical Data ◽

Case Based Reasoning ◽

Fuzzy Decision ◽

Fuzzy Decision Tree ◽

Model Combining ◽

Medical Data Classification ◽

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A Comparative Study of Medical Data Classification Methods Based on Decision Tree and Bagging Algorithms

2009 Eighth IEEE International Conference on Dependable, Autonomic and Secure Computing ◽

10.1109/dasc.2009.40 ◽

2009 ◽

Author(s):

My Chau Tu ◽

Dongil Shin ◽

Dongkyoo Shin

Keyword(s):

Decision Tree ◽

Comparative Study ◽

Data Classification ◽

Medical Data ◽

Classification Methods ◽

Medical Data Classification

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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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