Multi-label feature selection based on dynamic graph Laplacian by Yonghao LI, Liang HU, Ping ZHANG, Wanfu GAO

Subjects: “…multi-label feature selection…”
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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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OSFS‐Vague: Online streaming feature selection algorithm based on vague set by Jie Yang, Zhijun Wang, Guoyin Wang, Yanmin Liu, Yi He, Di Wu

Subjects: “…feature selection…”
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Detection of Aspergilloma Disease Using Feature-Selection-Based Vision Transformers by Siyami Aydın, Mehmet Ağar, Muharrem Çakmak, Mustafa Koç, Mesut Toğaçar

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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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Research on filter-based adversarial feature selection against evasion attacks by Qimeng HUANG, Miaomiao WU, Yun LI

Subjects: “…adversarial feature selection…”
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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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Two-level feature selection method based on SVM for intrusion detection by Xiao-nian WU, Xiao-jin PENG, Yu-yang YANG, Kun FANG

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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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An Enhanced Sine Cosine Algorithm for Feature Selection in Network Intrusion Detection by zahra asgari varzaneh, soodeh hosseini

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MOFSRank: A Multiobjective Evolutionary Algorithm for Feature Selection in Learning to Rank by Fan Cheng, Wei Guo, Xingyi Zhang

“…To this end, in this paper, a multiobjective evolutionary algorithm, termed MOFSRank, is proposed for feature selection in learning to rank which consists of three components. …”
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A Novel Robust Fuzzy Rough Set Model for Feature Selection by Yuwen Li, Shoushui Wei, Xing Liu, Zhimin Zhang

“…The proposed model has a good applicability for data processing and can effectively improve the performance of feature selection.…”
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Research on text sentiment classification based on improved feature selection method by Mingxin LIU, Jing CHEN, Qiyuan WANG

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SVM Diagnosis of Gear Fault based on Improved Feature Selection Method by Jingjing Tan

Subjects: “…Feature selection…”
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Feature selection enhances peptide binding predictions for TCR-specific interactions by Hamid Teimouri, Hamid Teimouri, Zahra S. Ghoreyshi, Zahra S. Ghoreyshi, Anatoly B. Kolomeisky, Anatoly B. Kolomeisky, Anatoly B. Kolomeisky, Jason T. George, Jason T. George, Jason T. George, Jason T. George

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A novel feature selection technique: Detection and classification of Android malware by Sandeep Sharma, Prachi, Rita Chhikara, Kavita Khanna

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An Ant Colony Optimization Based Feature Selection for Web Page Classification by Esra Saraç, Selma Ayşe Özel

“…We also showed that the proposed ACO based algorithm can select better features with respect to the well-known information gain and chi square feature selection methods.…”
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