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

    Published 2022-09-01
    Subjects: “…Correlation-based Feature Selection (CFS)…”
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    Article
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    Feature selection algorithm based on XGBoost by Zhanshan LI, Zhaogeng LIU

    Published 2019-10-01
    Subjects: “…feature selection;XGBoost;sequential floating forward selection…”
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    Article
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    Feature selection algorithm based on XGBoost by Zhanshan LI, Zhaogeng LIU

    Published 2019-10-01
    Subjects: “…feature selection…”
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    Article
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    An Adapted Ant Colony Optimization for Feature Selection by Duygu Yilmaz Eroglu, Umut Akcan

    Published 2024-12-01
    “…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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    Article
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    Stability of feature selection algorithm: A review by Utkarsh Mahadeo Khaire, R. Dhanalakshmi

    Published 2022-04-01
    Subjects: “…Feature selection…”
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    Article
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    Application of an Improved CHI Feature Selection Algorithm by Liang-jing Cai, Shu Lv, Kai-bo Shi

    Published 2021-01-01
    “…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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    Article
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    Efficiency-Sensitive Feature Selection and Probabilistic Feature Transfer for Scenic Image Recomposition by Zhendong Du, Yu Yu

    Published 2025-01-01
    “…Following this, we formulate a time-sensitive feature selector to obtain high-quality visual features from different scenic patches. …”
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    Article
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    Confidence evaluation for feature selection in expanded feature space based on density of states by Koki Obinata, Yasuhiko Igarashi, Kenji Nagata, Keitaro Sodeyama, Masato Okada

    Published 2025-03-01
    “…In materials informatics, feature selection and model selection are utilized in the knowledge extraction process, and the confidence evaluation of the selection result is crucial for ensuring the reliability of the extracted knowledge. …”
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    Article
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    Unsupervised feature selection algorithm based on L 2,p-norm feature reconstruction. by Wei Liu, Qian Ning, Guangwei Liu, Haonan Wang, Yixin Zhu, Miao Zhong

    Published 2025-01-01
    “…Traditional subspace feature selection methods typically rely on a fixed distance to compute residuals between the original and feature reconstruction spaces. …”
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    Article