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Deep learning

A cloud-edge-end collaborative intelligent caching method based on incremental federated learning algorithms

Xiang Huang, Lei Jin, [ ... ], Zhenjie Lin

A unified spatiotemporal–geometry framework for target classification and localisation in dual-static passive radar

Hongmin Wang, Zhiyong Lei, Xing Liu

ProtAttn-QuadNet: An attention-based deep learning framework for protein–protein interaction prediction using ProtBERT embeddings

Md. Shahidul Islam, Md. Muhtasim Rahman Mim, Md. Raihan Kabir

A process-guided uncertainty-aware deep learning framework for reliable and interpretable industrial fault diagnosis

Babar Hayat, Shabeer Ahmad, [ ... ], Yasir Ullah

Tensor enhanced chest cancer classification via CNN and Vision Transformer models

Nayab Asim, Mehreen Sirshar, [ ... ], Abdulrahman Alahmadi

Residual-guided hybrid framework for adversarially robust deep learning-based network intrusion detection

Sudip Saha, Muhammad Arslan Pervaiz, [ ... ], Jannatul Maua

GEC-DTSP: A GNN–RL-based Edge–Cloud Digital Twin framework for real-time traffic forecasting and adaptive signal control

Fayez Alanazi, Ammar Armghan, Ahmed Jamal Abdullah Al-Gburi, Amr Yousef

SVTRv2X: Enhanced scene text recognition via self-distilled mixture-of-experts

Jian Guo, Hanxin Cui, [ ... ], Qianqian Cheng

TransGrid-CostOpt: A hybrid transformer framework for cost prediction and optimization of distribution network assets

Wei Xiong, Jie Xia, [ ... ], Dan Li

A hybrid BiLSTM–transformer–GCN architecture with API fusion for adaptive transportation resource analytics

Mohammed Saad Javeed, Arindam Kishor Biswas, [ ... ], Rahomotul Islam

Towards intelligent railway monitoring: A novel hybrid deep learning architecture for railway obstacle detection

Christopher Mai, Luca Eisentraut, Merlin Schadt, Ricardo Buettner

UAV-based RGB and multispectral mango leaf disease detection with benchmarking of YOLOv5 to YOLOv10 and SeqOpt-optimised YOLOv8 for real-time edge deployment

R. P. Karthik, G. Murugesan, Hattan Khaled Ballaji, J. Anitha

Risk assessment of civil aviation cabin safety incidents based on the CNN–LSTM–Attention model

Lianbin Zhou, Xi Wang, Weiwei Jiang, Peiwen Zhang

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