Feature Selection with Graph Mining Technology by Thosini Bamunu Mudiyanselage, Yanqing Zhang

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Novel and Efficient Randomized Algorithms for Feature Selection by Zigeng Wang, Xia Xiao, Sanguthevar Rajasekaran

Subjects: “…feature selection…”
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Entropy-based feature selection with applications to industrial internet of things (IoT) and breast cancer prediction by Ismail Mageed

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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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Naive Bayes-Guided Bat Algorithm for Feature Selection by Ahmed Majid Taha, Aida Mustapha, Soong-Der Chen

“…When the amount of data and information is said to double in every 20 months or so, feature selection has become highly important and beneficial. …”
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Effect of Feature Selection on the Prediction of Direct Normal Irradiance by Mohamed Khalifa Boutahir, Yousef Farhaoui, Mourade Azrour, Imad Zeroual, Ahmad El Allaoui

“…The findings demonstrated that feature selection approaches play a crucial role in forecasting of solar radiation accurately when compared with the available data.…”
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An Improved Feature Selection Based on Effective Range for Classification by Jianzhong Wang, Shuang Zhou, Yugen Yi, Jun Kong

“…Feature selection is a key issue in the domain of machine learning and related fields. …”
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Effects of feature selection and normalization on network intrusion detection by Mubarak Albarka Umar, Zhanfang Chen, Khaled Shuaib, Yan Liu

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Research on the Feature Selection of Rolling Bearings’ Degradation Features by Yaolong Li, Hongru Li, Bing Wang, He Yu, Weiguo Wang

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Activity Graph Feature Selection for Activity Pattern Classification by Kisung Park, Yongkoo Han, Young-Koo Lee

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Cost-Sensitive Feature Selection of Numeric Data with Measurement Errors by Hong Zhao, Fan Min, William Zhu

“…Feature selection is an essential process in data mining applications since it reduces a model’s complexity. …”
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Special Issue “Algorithms for Feature Selection (2nd Edition)” by Muhammad Adnan Khan

“…This Special Issue focuses on advancing research on algorithms, with a particular emphasis on feature selection techniques [...]…”
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Feature Selection Using Particle Swarm Optimization in Intrusion Detection by Iftikhar Ahmad

“…To resolve this issue, feature selection is necessary which can improve intrusion detection performance. …”
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Novel Feature Selection Method for Nonlinear Support Vector Regression by Kejia Xu, Ying Xu, Yafen Ye, Weijie Chen

“…FS-NSVR preserves the representative features selected in the complex nonlinear system due to its use of a feature selection matrix in the original space. …”
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Efficient Feature Selection and Classification of Protein Sequence Data in Bioinformatics by Muhammad Javed Iqbal, Ibrahima Faye, Brahim Belhaouari Samir, Abas Md Said

“…In this work, a statistical metric-based feature selection technique has been proposed in order to reduce the size of the extracted feature vector. …”
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A problem-agnostic approach to feature selection and analysis using SHAP by John T. Hancock, Taghi M. Khoshgoftaar, Qianxin Liang

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Feature selection based on Mahalanobis distance for early Parkinson disease classification by Mustafa Noaman Kadhim, Dhiah Al-Shammary, Ahmed M. Mahdi, Ayman Ibaida

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Unbiased Feature Selection in Learning Random Forests for High-Dimensional Data by Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen

“…Besides that, RFs have bias in the feature selection process where multivalued features are favored. …”
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Improved Binary Grey Wolf Optimization Approaches for Feature Selection Optimization by Jomana Yousef Khaseeb, Arabi Keshk, Anas Youssef

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Kruskal-Wallis-Based Computationally Efficient Feature Selection for Face Recognition by Sajid Ali Khan, Ayyaz Hussain, Abdul Basit, Sheeraz Akram

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