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Deep learning

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

A hybrid machine learning and explainable AI framework for optimizing risk-based authentication

K. Sasikumar, Sivakumar Nagarajan

MAPUNet: Multi-scale attention for InSAR phase unwrapping in mining areas

Baojing Zhang, Wenfu Yang, [ ... ], Yufei Zhang

LeafDet: A lightweight and interpretable deep learning framework for tomato leaf disease detection

Vaskor Mostafa, Md. Shafak Shahriar Sozol, M. Rubaiyat Hossain Mondal

GDT-SwinKid: A hybrid model for precise renal lesion analysis

Thirupathi Rao N, V V Ramana CH, [ ... ], Samih M. Mostafa

Toward transparent intelligence: Explainable stacked ensembles learning for LiDAR point cloud segmentation

Afridi Rahman Bondhon, Emon Kumar Dey

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