--- title: "“feature selection”: 20 recent papers (last 30 days)" description: "The keyword “feature selection” appeared in 20 papers in the last 30 days (2026-10-02 to 2026-10-31), ranking #19 of 13,473 keywords." url: https://scholar4ai.com/keywords/feature-selection markdown_url: https://scholar4ai.com/keywords/feature-selection.md license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) share_text: "The keyword “feature selection” appeared in 20 papers in the last 30 days (2026-10-02 to 2026-10-31), ranking #19 of 13,473 keywords." data_url: https://scholar4ai.com/data/rankings.json updated: 2026-10-31T00:01:38+09:00 window: 2026-10-02 to 2026-10-31 source: OpenAlex (CC0) --- # Papers on “feature selection” - 1 papers in the last 7 days Back to the ranking: https://scholar4ai.com/rankings/keywords.md ## Key findings - The keyword “feature selection” appeared in 20 papers in the last 30 days (2026-10-02 to 2026-10-31), ranking #19 of 13,473 keywords. - Most of them appeared in Statistics and Computing (3), Knowledge and Information Systems (3) and Expert Systems with Applications (3). - Leading institutions: Southern University of Science and Technology (2), Jilin University (2) and Nanyang Technological University (2). - Countries: China (14), Singapore (2) and India (2). - Often studied together with “label noise” (2), “imbalanced classification” (2) and “sparsity” (2). *Papers, newest first.* | Date | Title | Journal | Authors | Affiliations | |---|---|---|---|---| | 2026-10-27 | [Meta additive model: interpretable sparse learning with auto weighting](https://doi.org/10.1007/s10618-026-01274-z) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | Xuelin Zhang, Xinyue Liu, Lingjuan Wu et al. | Huazhong Agricultural University; Dongfeng Motor (China) | | 2026-10-24 | [A multi-stage multi-level attention-based feature learning framework for multi-endpoint survival prediction in head and neck cancer](https://doi.org/10.1007/s10489-026-07392-x) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Xiaoying Pan, Xingzhao Pan, Lin Bai et al. | Xi’an University of Posts and Telecommunications; University of California, Los Angeles | | 2026-10-23 | [Variable selection and regularization path comparison for binary response model](https://doi.org/10.1007/s00180-026-01818-3) | [Computational Statistics](https://scholar4ai.com/journals/computational-statistics.md) | Merve Kandemir Çetinkaya | Ostim Technical University | | 2026-10-21 | [Alasso-based transfer learning estimation of the accelerated failure time model with high-dimensional data](https://doi.org/10.1007/s11222-026-10978-7) | [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | Yichen Lou, Mingyue Du, Jianguo Sun | Nanyang Technological University; Jilin University; Southern University of Science and Technology | | 2026-10-21 | [Blockchain-oriented IoHT cybersecurity system utilizing nested dense graph attention capsule networks with circulatory system-based optimization for robust data protection](https://doi.org/10.1007/s10115-026-02877-0) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | G. Dinesh, R Giri Prasad, Loganathan Guganathan et al. | SRM Institute of Science and Technology; Aditya University; Saveetha University; … | | 2026-10-20 | [Regression analysis of interval-censored failure time data in the presence of random change points and a cured subgroup](https://doi.org/10.1007/s11222-026-11004-6) | [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | Yichen Lou, Mingyue Du, Jianguo Sun | Nanyang Technological University; Jilin University; Southern University of Science and Technology | | 2026-10-17 | [A two-stage ensemble learning framework for imbalanced classification via feature and ensemble selection](https://doi.org/10.1016/j.eswa.2026.134738) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Pengcheng Liu | Southwest Jiaotong University | | 2026-10-16 | [Penalized communication-efficient algorithm for quantile regression with high-dimensional and large-scale longitudinal data](https://doi.org/10.1007/s11222-026-10994-7) | [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | songyn Song, Haohui Han, Liya Fu | Xi'an University of Technology; Xi'an Jiaotong University | | 2026-10-15 | [Enhancing fault prediction in SOA-based systems via hybrid transformer–BiLSTM with COA–SCSO feature selection method](https://doi.org/10.1007/s10115-026-02899-8) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Raghuraj Singh, Kuldeep Kumar | Dr. B. R. Ambedkar National Institute of Technology Jalandhar; National Institute of Technology Kurukshetra | | 2026-10-15 | [Platform-free proof of federated learning consensus blockchain with optimized neural network-based electronic health records storage and sharing scheme](https://doi.org/10.1007/s10115-026-02894-z) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | M Lavanya | | | 2026-10-15 | [Integrating fuzzy approximation with macrogranular information for multi-granularity feature selection](https://doi.org/10.1007/s10489-026-07540-3) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Ping Lv, Shaowei Yan, Jin Qian | Jiangsu University of Technology; East China Jiaotong University | | 2026-10-13 | [Label distribution feature selection with missing labels based on feature-label correlation and decomposition](https://doi.org/10.1016/j.ijar.2026.109850) | [International Journal of Approximate Reasoning](https://scholar4ai.com/journals/international-journal-of-approximate-reasoning.md) | Wenhao Shu, Hanbing Wang, Wenbin Qian et al. | East China Jiaotong University; Jiangxi Agricultural University | | 2026-10-13 | [AIRIME: a scalable adaptive RIME algorithm for feature optimization and data-driven monkeypox disease prediction](https://doi.org/10.1186/s40537-026-01482-w) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Mohamed Elhosseny, Mahmoud Abdel-Salam, Doaa Sami Khafaga et al. | Mansoura University; University of Sharjah; Princess Nourah bint Abdulrahman University; … | | 2026-10-13 | [FSMRL-based feature selection for multi-source interval-valued decision systems](https://doi.org/10.1016/j.ijar.2026.109849) | [International Journal of Approximate Reasoning](https://scholar4ai.com/journals/international-journal-of-approximate-reasoning.md) | Guanzheng Wang, Weihua Xu | Southwest University | | 2026-10-12 | [Feature selection for partial multi-label learning via noise removal and dynamic label correlation](https://doi.org/10.1007/s10618-026-01279-8) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | Zhenzhen Sun, Shuhao Shan, Jinghua Liu et al. | Huaqiao University; Fuzhou University | | 2026-10-12 | [A sector-based sparse variable competition framework for large-scale many-objective optimization](https://doi.org/10.1016/j.eswa.2026.134638) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Qingxia Shang, Xinman Zhao, Bin Qian et al. | Kunming University of Science and Technology; Chongqing University | | 2026-10-09 | [CBRR: A correlation-based redundancy reduction framework with multi-omics multi-level fusion for cancer subtype prediction](https://doi.org/10.1016/j.eswa.2026.134637) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Junran Zhao, Tao Ouyang, Qinghang Cui et al. | Yunnan University; Kunming Medical University | | 2026-10-07 | [Feature selection in cluster analysis for functional data with application to the labour market in Poland](https://doi.org/10.1007/s00184-026-01050-5) | [Metrika](https://scholar4ai.com/journals/metrika.md) | Mirosław Krzyśko, Marcin Szymkowiak, Waldemar Wołyński | Uniwersytet Kaliski im. Prezydenta Stanisława Wojciechowskiego; Poznań University of Economics and Business; Adam Mickiewicz University in Poznań | | 2026-10-06 | [A specificity-driven causal augmentation framework for robust and interpretable thyroid cancer recurrence modeling](https://doi.org/10.1016/j.ipm.2026.105224) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Yan Wu, Yanyan Liu, Zhaoyuan Zhang et al. | Yili Normal University | | 2026-10-03 | [Gradual machine learning for semi-supervised medical image classification via feature optimization](https://doi.org/10.1016/j.patcog.2026.115055) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Wangwang Li, Sheeraz Gul, Qun Chen et al. | Northwestern Polytechnical University; Xi'an Honghui Hospital; Xi'an Jiaotong University | ## Cite this page Scholar4AI. (2026). Papers on “feature selection”. Journal Research Rankings. Retrieved October 31, 2026, from https://scholar4ai.com/keywords/feature-selection ```bibtex @misc{scholar4ai-keywords-feature-selection, author = {{Scholar4AI}}, title = {Papers on “feature selection”}, year = {2026}, howpublished = {\url{https://scholar4ai.com/keywords/feature-selection}}, urldate = {2026-10-31}, note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0} } ``` License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).