NEW ORGANIZATION PROCESS OF FEATURE SELECTION BY FILTER WITH CORRELATION-BASED FEATURES SELECTION METHOD by Olga Solovei

Subjects: “…Correlation-based Feature Selection (CFS)…”
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Feature selection algorithm based on XGBoost by Zhanshan LI, Zhaogeng LIU

Subjects: “…feature selection;XGBoost;sequential floating forward selection…”
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Feature selection algorithm based on XGBoost by Zhanshan LI, Zhaogeng LIU

Subjects: “…feature selection…”
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The Comparison of Three Measures in Feature Selection by SONG Zhi-chao, KANG Jian, SUN Guang-lu, HE Yong-jun

Subjects: “…feature selection…”
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Factor Investment or Feature Selection Analysis? by Jifang Mai, Shaohua Zhang, Haiqing Zhao, Lijun Pan

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Mathematical Methods in Feature Selection: A Review by Firuz Kamalov, Hana Sulieman, Ayman Alzaatreh, Maher Emarly, Hasna Chamlal, Murodbek Safaraliev

Subjects: “…feature selection…”
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An Adapted Ant Colony Optimization for Feature Selection by Duygu Yilmaz Eroglu, Umut Akcan

“…Our proposed feature selection approach, the Feature Selection via Ant Colony Optimization algorithm, employs heuristic distance directly in its probability function, instead of using its inverse. …”
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Stability of feature selection algorithm: A review by Utkarsh Mahadeo Khaire, R. Dhanalakshmi

Subjects: “…Feature selection…”
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Feature Selection in Time-Series Motion Databases by Antonio Mucherino, Florian Elain, Ludovic Hoyet, Richard Kulpa

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Application of an Improved CHI Feature Selection Algorithm by Liang-jing Cai, Shu Lv, Kai-bo Shi

“…It is very important to improve the accuracy of classification results, and this is also the main research purpose of researchers in this field in recent years. Feature selection plays an important role in text classification, which has the functions of eliminating irrelevant features, reducing dimensionality, and improving classification accuracy. …”
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Combined Feature Selection Scheme for Banking Modeling by S. V. Afanasyev, D. M. Kotereva, A. A. Mironenkov, A. A. Smirnova

Subjects: “…feature selection…”
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Efficient Feature Selection On Adversarial Botnet Detection by Raqeebir Rab, Farsha Bindu, Sheikh Sanjida, Nafiza Tabassoum, Tamima Binte Wahab, Anonnya Ghosh

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Data Attribute Selection with Information Gain to Improve Credit Approval Classification Performance using K-Nearest Neighbor Algorithm by Ivandari Ivandari, Tria Titiani Chasanah, Sattriedi Wahyu Binabar, M. Adib Al Karomi

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FEATURE SELECTION IN THE TASK OF MEDICAL DIAGNOSTICS ON MICROARRAY DATA by N. G. Zagoruiko, O. A. Kutnenko, I. A. Borisova, V. V. Dyubanov, D. A. Levanov, O. A. Zyranov

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Binary atom search optimisation approaches for feature selection by Jingwei Too, Abdul Rahim Abdullah

Subjects: “…feature selection…”
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Unsupervised Feature Selection With Ordinal Preserving Self-Representation by Jiangyan Dai, Yuqi Chen, Yugen Yi, Jining Bao, Lei Wang, Wei Zhou, Gang Lei

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Classification Based on Brain Storm Optimization With Feature Selection by Yu Xue, Yan Zhao, Adam Slowik

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SHAP-Based Feature Selection for Enhanced Unsupervised Labeling by Mary Anne Walauskis, Taghi M. Khoshgoftaar

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Enhanced Feature Selection via Hierarchical Concept Modeling by Jarunee Saelee, Patsita Wetchapram, Apirat Wanichsombat, Arthit Intarasit, Jirapond Muangprathub, Laor Boongasame, Boonyarit Choopradit

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A Semisupervised Feature Selection with Support Vector Machine by Kun Dai, Hong-Yi Yu, Qing Li

“…Feature selection has proved to be a beneficial tool in learning problems with the main advantages of interpretation and generalization. …”
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