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Machine learning

Comparative analysis of outcomes in high KDPI spectrum kidney transplants using unsupervised machine learning algorithm

Mahmoudreza Moein, Alireza Golkarieh, Isabella Vlassis, Reza Saidi, Michael Lioudis

published 26 Aug 2025

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Enhancing the early detection of Alzheimer’s disease using an integrated CNN-LSTM framework: A robust approach for fMRI-based multi-stage classification

Saima Farhan, Yasin Ul Haq, Momina Abdul Khaliq, Seemal Afza, Fahad Ahmad, Tariq Mahmood, Amjad Rehman

published 26 Aug 2025

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STIL-TA: A new model of traffic flow forecasting based on spatiotemporal interactive learning and temporal attention

Linlong Chen, Linbiao Chen, Hongyan Wang, Jian Zhao

published 25 Aug 2025

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PiCCL: A lightweight multiview contrastive learning framework for image classification

Yiming Kuang, Jianwu Guan, Hongyun Liu, Fei Chen, Zihua Wang, Weidong Wang

published 25 Aug 2025

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Enhanced CNN for induction motor fault diagnosis via multi-source data fusion

Likang Bo, Meng Li, Hua Tan

published 22 Aug 2025

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Principal component conditional generative adversarial networks for imbalanced ECG classification enhancement

Chao Tang

published 22 Aug 2025

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DSTF-GKAN: A lightweight spatiotemporal fusion framework for real-time eavesdropping detection in dynamic smart grid networks

Rong Wang, Yanjin Shen, Dongtao Wang, Yun Jiang, Chao Zhang

published 22 Aug 2025

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Progressive decomposition of infrared and visible image fusion network with joint transformer and Resnet

Fang Zhu, Wei Liu

published 22 Aug 2025

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The additive effect of the estimated glucose disposal rate and a body shape index on cardiovascular disease: A cross-sectional study

Qinghua Wen, Xiaoyue Wang, Simin Li, Huanhuan Zhu, Fengyin Zhang, Chao Xue, Juan Li

published 21 Aug 2025

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EchoMamba: A new Mamba model for fast and efficient hyperspectral image classification

Yancong Zhang, Xiu Jin, Xiaodan Zhang, Yuting Wu, Lijing Tu

published 21 Aug 2025

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A lightweight cross-scale feature fusion model based on YOLOv8 for defect detection in sewer pipeline

Ruibo Sha, Zhifeng Zhang, Xiao Cui, Qingzheng Mu

published 21 Aug 2025

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Advancing fall risk prediction in older adults with cognitive frailty: A machine learning approach using 2-year clinical data

Catherine Park, Namhee Kim, Miji Kim, Chang Won Won, Beom-Chan Lee

published 21 Aug 2025

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Predicting customer loyalty in omnichannel retailing using purchase behavior, socio-cultural factors, and learning techniques

Shima Roosta, Seyed Jafar Sadjadi, Ahmad Makui

published 21 Aug 2025

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