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Machine learning

Research on data transmission system based on expert library reinforcement learning in integrated network

Ziyang Xing

published 25 Nov 2025

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The impact of negative emotions on adolescents’ nonsuicidal self-injury thoughts: an integrated application of machine learning and multilevel logistic models

Chan-Young Ahn, Jin-Ha Kim, Sojung Kim, Jae-Won Kim, Jung-Jo Na, Dong Gi Seo, Jong-Sun Lee

published 25 Nov 2025

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Large language models for prognostic analysis in mechanical fault diagnosis

Hao Zhang, Wei Wang, Longfei Zhang, Siyu Shao, Qingli Wang, Jiandong Li, Jun Hu

published 21 Nov 2025

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Predicting the risk of postoperative constipation in middle-aged and elderly patients with lower limb fractures using machine learning algorithms

Xiaoyan Yang, Wenqiang Li, Qin Xiao, Shiyun Du, Xi Wang, Ying Zhang, Sulian Li

published 21 Nov 2025

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Lightweight deep neural networks: Optimization of vehicle classification using ICBAM based on depthwise separable convolutions

Qifeng Niu, Jinhui Han, Zhen Sui, Feng Xu

published 21 Nov 2025

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Speech-based respiratory diagnostics: A study on COVID-19 detection with machine learning

Gaurav Datkhile, Pramod H. Kachare, Sandeep B. Sangle, Ibrahim Al-Shourbaji, Abdoh Jabbari, Raimund Kirner, Abdalla Alameen

published 21 Nov 2025

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Structured matching models in multimodal information fusion: An optimized Kuhn-Munkres algorithm

Qingnan Ji, Jinxia Wang, Lixian Wang

published 21 Nov 2025

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Forecasting urban air quality in Paris using ensemble machine learning: A scalable framework for environmental management

Somia A. Asklany, Doaa Mohammed, Ismail K. Youssef, Majed Nawaz, Wajdan Al Malwi

published 20 Nov 2025

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Albumin-corrected anion gap as a predictor of 28-day mortality in acute respiratory distress syndrome: A machine learning-based retrospective study

Qiudie Liu, Mengqi Zhang, Daoxin Wang

published 20 Nov 2025

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Research on partial discharge signal recognition and classification of power transformer based on acoustic-VMD and CNN-LSTM

Liang Chen, You Wen, Huaquan Su, Ke Xiong, Dani Chen

published 20 Nov 2025

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Cross-modal fusion of brain imaging and clinical data for Parkinson’s disease progression prediction

Jinyu Wen, Amei Chen, Jingxin Liu, Hua Xiong, Meie Fang, Xinhua Wei

published 20 Nov 2025

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SMG-Net: A lightweight modular architecture for fine-grained crack segmentation in ancient wooden structures

Tianke Fang, Zhenxing Hui, Zhiying Xie, Peng Yu, Yi Gao, Songdi Shi, Yuanrong He

published 19 Nov 2025

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Iterative reconstruction of industrial positron images with generative networks

Mingwei Zhu, Min Zhao, Min Yao

published 19 Nov 2025

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