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Machine learning

An efficient cyber-attack detection and classification in IoT networks with high-dimensional feature set using Levenberg-Marquardt optimized feedforward neural network

Quxi Kuang, Xianglin Kuang

A histogram transformer approach using attention-based 3D residual network for human action recognition

Maojin Sun, Luyi Sun

Music genre classification with modified residual learning and dual neural network

Mohsin Ashraf, Fazeel Abid, [ ... ], Tunc Asuroglu

SMMTM: Motor imagery EEG decoding algorithm using a hybrid multi-branch separable convolutional self-attention temporal convolutional network

DianGuo Cao, ZhenYuan Yu, Jinqiang Wang, Yuqiang Wu

Uncovering biomarkers and molecular pathways linking NAFLD and AIS: Insights from bioinformatic analysis and experiment

Junjie Su, Fenglei Sun

Enhanced sentiment analysis in tourism reviews via multimodal graph convolutional networks

Weijia Yang, Zilian Xue, [ ... ], Cunyuan Yang

Deep learning-based forest fire detection using an improved SSD algorithm with CBAM

Diansheng Zhang, Yueyuan Zhang, [ ... ], Zhiwei Liu

Enhancing drug repositioning: A multi-class ensemble model for drug-target interaction prediction with action type categorization

Leila Jafari Khouzani, Soroush Sardari, [ ... ], Fahimeh Ghasemi

Comparing machine learning, deep learning, and reinforcement learning performance in Culex pipiens predictive modeling

Wei Yin, Sanad H. Ragab, [ ... ], Tamer Oraby

Semi-supervised synthesis of 7T MRI from 3T using 3D FR-U-Net with anatomical segmentation consistency assessment

Richard Acs, Hanqi Zhuang

WACSAW: An adaptive, statistical method to classify movement into sleep and wakefulness states

Austin Vandegriffe, V.A. Samaranayake, Matthew S. Thimgan

Estimated glucose disposal rate predicts frailty through diabetes: Evidence from machine learning and mediation models in NHANES

Wentao Yang, Qian Cheng, Guoxin Huang, Hongming Lin

Effective image compression using transformer and residual network for balanced handling of high and low-frequency information

Jianhua Hu, Guixiang Luo, [ ... ], Wei Nie

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