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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, [ ... ], Xiaoyong Fan

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

Chaobing Zheng, Yao Yao, Wenjian Ying, Shiqian Wu

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

Huili Dou, Sirui Chen, [ ... ], Hongyang Zhao

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, [ ... ], Satrajit S Ghosh

RRMSE-enhanced weighted voting regressor for improved ensemble regression

Shikun Chen, Wenlong Zheng

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

Bo Liu, Xiao Qi

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

Muhammad Zulkifl Hasan, Zurina Mohd Hanapi, [ ... ], Muhammad Daniel Hafiz Abdullah

A malware classification method based on directed API call relationships

Cuihua Ma, Zhenwan Li, [ ... ], Xiaowen Liu

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

Min-xiao Wang, Chang-sheng Liao, [ ... ], Yan-hui Yu

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

Caihong Feng, Zheng Luo, [ ... ], Jingyu Liu

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

Fatma Alamri, Imad Barsoum, Shrinivas Bojanampati, Maher Maalouf

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

Jaroslaw Kornowicz, Kirsten Thommes

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, [ ... ], B. A. McKinney

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