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Machine learning algorithms

Method for building segmentation and extraction from high-resolution remote sensing images based on improved YOLOv5ds

Fangzhe Chang, Tianyue Ma, Dantong Wang, Shoujie Zhu, Dengping Li, Shuntian Feng, Xiaoyong Fan

published 18 Mar 2025

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Single image de-raining by multi-scale Fourier Transform network

Chaobing Zheng, Yao Yao, Wenjian Ying, Shiqian Wu

published 18 Mar 2025

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Analysis of vehicle and pedestrian detection effects of improved YOLOv8 model in drone-assisted urban traffic monitoring system

Huili Dou, Sirui Chen, Fangyuan Xu, Yuanyuan Liu, Hongyang Zhao

published 18 Mar 2025

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Predicting treatment response to cognitive behavior therapy in social anxiety disorder on the basis of demographics, psychiatric history, and scales: A machine learning approach

Qasim Bukhari, David Rosenfield, Stefan G. Hofmann, John D.E. Gabrieli, Satrajit S Ghosh

published 18 Mar 2025

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RRMSE-enhanced weighted voting regressor for improved ensemble regression

Shikun Chen, Wenlong Zheng

published 17 Mar 2025

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A dynamic and adaptive class-balanced data augmentation approach for 3D LiDAR point clouds

Bo Liu, Xiao Qi

published 17 Mar 2025

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An efficient detection of Sinkhole attacks using machine learning: Impact on energy and security

Muhammad Zulkifl Hasan, Zurina Mohd Hanapi, Zuriati Ahmad Zukarnain, Fahrul Hakim Huyop, Muhammad Daniel Hafiz Abdullah

published 17 Mar 2025

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A malware classification method based on directed API call relationships

Cuihua Ma, Zhenwan Li, Haixia Long, Anas Bilal, Xiaowen Liu

published 17 Mar 2025

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Research and analysis of differential gene expression in CD34 hematopoietic stem cells in myelodysplastic syndromes

Min-xiao Wang, Chang-sheng Liao, Xue-qin Wei, Yu-qin Xie, Peng-fei Han, Yan-hui Yu

published 12 Mar 2025

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IMRMB-Net: A lightweight student behavior recognition model for complex classroom scenarios

Caihong Feng, Zheng Luo, Deyao Kong, Yunhong Ding, Jingyu Liu

published 10 Mar 2025

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Prediction of porosity, hardness and surface roughness in additive manufactured AlSi10Mg samples

Fatma Alamri, Imad Barsoum, Shrinivas Bojanampati, Maher Maalouf

published 10 Mar 2025

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Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance

Jaroslaw Kornowicz, Kirsten Thommes

published 07 Mar 2025

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Centrality nearest-neighbor projected-distance regression (C-NPDR) feature selection for correlation-based predictors with application to resting-state fMRI study of major depressive disorder

Elizabeth Kresock, Bryan Dawkins, Henry Luttbeg, Yijie (Jamie) Li, Rayus Kuplicki, B. A. McKinney

published 06 Mar 2025

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