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Preprocessing

Unsupervised industrial image defect detection based on autoencoder and GANs

Shuangli An, Junjie Wu, Jiawang Li

Neural network architectures and normalization techniques for automated sleep stage classification using rodent EEG and EMG signals

Jinyoung Choi, Hankil Oh, Minkyu Ahn

Accurate time-series forecasting of floating platform motion via a reinforced fusion CNN–BiLSTM–attention model

Huiyuan Zheng, Shicheng Wang, [ ... ], Xiao Wu

Investigating methods to enhance interpretability and performance in cardiac MRI for myocardial scarring diagnosis using convolutional neural network classification and One Match

Michael H. Udin, Sara Armstrong, [ ... ], Umesh C. Sharma

Experimental characterization and machine learning modeling of leakage-induced soil fluidization in water distribution systems

Masoud Ghodsian, Shima Mohammadbeigi

Detection of submarine pipeline and cable targets based on depth feature of high resolution sonar image

Dandan Liu, Zezhou Jin, Jiajie Chen, Zhiping Xu

Advanced persistent threat detection through multi-modal behavioral analysis

Adel Alshamrani

From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani, Mohammad Sattari, Asghar Ehteshami

Directed-edge-based mining of regular routes for enhanced traffic pattern recognition from travel trajectories

Xiaobo Yang

FAR-AM: A hybrid attention framework for fire cause classification

Heng Peng, Kun Zhu

Optimization of ecological restoration efficiency in Qinghai-Tibet Plateau using the Cubist regression tree model: A study of environmental adaptability models

Yuan Han, Wenhu Jin, [ ... ], Wei Zhao

Application of construction site management based on digital twin and point cloud semantic segmentation technology

Wenli Qin

LXNet: A lightweight CNN for lung disease classification from Chest X-ray with XAI-based interpretability

Juiria Humayan, Md. Najmus Sakib Nahid, [ ... ], Mona Jamjoom

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