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Deep learning

Research on an improved RT-DETR-based model for rice disease detection

Yaojun Zhang, Changqiang Shen, Ying Xiong

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

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