| 2026-10-27 | Meta additive model: interpretable sparse learning with auto weighting | Data Mining and Knowledge Discovery | 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 | Applied Intelligence | 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 | Computational Statistics | Merve Kandemir Çetinkaya | Ostim Technical University |
| 2026-10-21 | Alasso-based transfer learning estimation of the accelerated failure time model with high-dimensional data | Statistics and Computing | 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 | Knowledge and Information Systems | 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 | Statistics and Computing | 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 | Expert Systems with Applications | Pengcheng Liu | Southwest Jiaotong University |
| 2026-10-16 | Penalized communication-efficient algorithm for quantile regression with high-dimensional and large-scale longitudinal data | Statistics and Computing | 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 | Knowledge and Information Systems | 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 | Knowledge and Information Systems | M Lavanya | |
| 2026-10-15 | Integrating fuzzy approximation with macrogranular information for multi-granularity feature selection | Applied Intelligence | 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 | International Journal of Approximate Reasoning | 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 | Journal Of Big Data | 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 | International Journal of Approximate Reasoning | Guanzheng Wang, Weihua Xu | Southwest University |
| 2026-10-12 | Feature selection for partial multi-label learning via noise removal and dynamic label correlation | Data Mining and Knowledge Discovery | 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 | Expert Systems with Applications | 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 | Expert Systems with Applications | 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 | Metrika | 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 | Information Processing & Management | 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 | Pattern Recognition | Wangwang Li, Sheeraz Gul, Qun Chen et al. | Northwestern Polytechnical University; Xi'an Honghui Hospital; Xi'an Jiaotong University |