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Deep learning

Video swin-CLSTM transformer: Enhancing human action recognition with optical flow and long-term dependencies

Jun Qin, Shenwei Chen, [ ... ], Zhou Liu

Enhanced uncertainty sampling with category information for improved active learning

Xiaochuan Wang, Bo Zhang, [ ... ], Jiawei Bao

Application effect of short-term traffic flow prediction method based on CNNBLSTM algorithm

Guozhu Sui, Meixia Song, [ ... ], Yiru Wang

Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation

Van-Trang Nguyen, Quoc Bao Diep

Saliency-enhanced infrared and visible image fusion via sub-window variance filter and weighted least squares optimization

Peicheng Wang, Tingsong Li, Pengfei Li

Empirical study of daily link traffic volume forecasting based on a deep neural network

Jin Ki Eom, Kwang-Sub Lee, Jin Hong Min, Ho-Chan Kwak

The design of consumer behavior prediction and optimization model by integrating DQN and LSTM

Na Liu, Dajiang Hu

Towards real-world monitoring scenarios: An improved point prediction method for crowd counting based on contrastive learning

Rundong Cao, Jiazhong Yu, Ziwei Liu, Qinghua Liang

Few-shot network intrusion detection method based on multi-domain fusion and cross-attention

Congyuan Xu, Donghui Li, [ ... ], Ningbing Tong

Enhancing IDS for the IoMT based on advanced features selection and deep learning methods to increase the model trustworthiness

Ahmed Muqdad Alnasrallah, Maheyzah Md Siraj, Hanan Ali Alrikabi

Particle swarm optimization-based NLP methods for optimizing automatic document classification and retrieval

Bowen Zeng, Xianhe Shang, Rong Lu, Yugui Zhang

DMSU-Net++: A dual multiscale retinal vessel segmentation method based on improved U-Net++

Liu Ming, Li Qi

MRI based early Temporal Lobe Epilepsy detection using DGWO based optimized HAETN and Fuzzy-AAL Segmentation Framework (FASF)

Hasim Khan, Ahmed Ibrahim Alutaibi, [ ... ], Seyed Jalaleddin Mousavirad

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