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Machine learning

Multi-objective QSAR prediction of ERα antagonists via SHAP-based interpretation

Jinhui Cao, Yanli Liu

published 08 Jan 2026

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A distributed framework for zero-day malware detection using federated ensemble models

Hassan Ishfaq, Jamal Hussain Shah, Rabia Saleem, Maira Afzal

published 07 Jan 2026

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Unbiased inference for echocardiogram urgency prediction using double machine learning

Yiqun Jiang, Wenli Zhang, Yu-Li Huang, Cameron MacKenzie, Qing Li

published 07 Jan 2026

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Application of multimodal data fusion and intelligent classification in medical coding with the MCoder-T model

Yisheng Li, Jie Zhao, Xinmei Li, Shanxiong Liang, Yihui Tang

published 07 Jan 2026

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Machine learning-based prediction of the axial load capacity of UHPC strengthened reinforced concrete columns: A comparative analysis

Viet Hai Hoang, Minh Quang Tran, Van Thuc Ngo

published 07 Jan 2026

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Automated retinal disease classification using deep learning and AlexNet with statistical models analysis

El-Sayed M. Elkenawy, Nima Khodadadi, Khaled Sh. Gaber, Ehsan Khodadadi, Amel Ali Alhussan, Doaa Sami Khafaga, Marwa M. Eid

published 06 Jan 2026

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Integrative multi-omics and network-based machine learning for early diagnosis of Parkinson’s disease

Wei Liu, Lina Xu, Xuejing Wang, Jiuqi Wang

published 06 Jan 2026

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Research on the establishment of a four-classification model for breast mass ultrasound images based on transfer learning

Jinlao Li, Bo Zhao, YongQi Chen, Guang Wang, XueLiang Tian, ShuYu Zhou

published 05 Jan 2026

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A fusion sparse learning algorithm for fault identification of rolling bearings

Yefeng Liu, Jingjing Liu, Yanwei Ma, Shuai Wang, Qichun Zhang

published 05 Jan 2026

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An intrinsic dynamics capture network for long-term airspace traffic prediction

Bo Liu, Weizhen Tang, Zhousheng Huang

published 05 Jan 2026

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Mung bean seed classification based on multimodal features and Kepler-optimized stacking ensemble learning model

Shaozhong Song, Fengwei Leng, Ming Fang, Xiaofeng An, Yaxin Cai

published 05 Jan 2026

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Research on an intelligent drilling parameter optimization method using sliding window segmentation based on the hydraulic-mechanical specific energy model

Wei Li, Yapeng Liu, Xiang Li, Bowen Deng, Huan Zhao, Lun Zhu, Ullah Zain

published 02 Jan 2026

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Effects of drying processes on the chemical and physical properties of safflower: Towards a multidimensional quality evaluation model

Juan Li, Rui Wang, Cuiping Chen, Xulong Huang, Bin Xian, Tang Lv, Chaoxiang Ren, Qinghua Wu, Feiyan Wen, Jie Yan, Jin Pei

published 02 Jan 2026

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