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Machine learning

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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Promises and pitfalls of using LLMs to identify actor stances in political discourse

Viviane Walker, Mario Angst

published 19 Nov 2025

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Using machine learning for detection of Parkinson’s disease and mild cognitive impairment

Anthaea-Grace Patricia Dennis, Sarah L. Martin, Robert Chen, Philip Gerretsen, Antonio P. Strafella

published 19 Nov 2025

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A meaningful prediction of functional decline in amyotrophic lateral sclerosis based on multi-event survival analysis

Christian Marius Lillelund, Sanjay Kalra, Russell Greiner, The Pooled Resource Open-Access ALS Clinical Trials Consortium (PRO-ACT)

published 18 Nov 2025

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Demand forecasting and inventory optimization of distribution equipment: A fusion model based on genetic algorithm and machine learning

Qingbo Tu, Hongyang Zhang, Weiwei Li, Jing Duan, Chao Kong

published 18 Nov 2025

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