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Deep learning

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

Sudip Saha, Muhammad Arslan Pervaiz, Muhammad Safwat Rahman, Shahriar Ahmmed, Jannatul Maua

published 01 Jun 2026

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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

published 01 Jun 2026

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

Jian Guo, Hanxin Cui, Wengang Tang, Xuehai Zhou, Xing Xu, Qianqian Cheng

published 01 Jun 2026

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

Wei Xiong, Jie Xia, YiBo Yu, SanMing Xiong, HaiYang Hu, Peng Wan, Dan Li

published 29 May 2026

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

Mohammed Saad Javeed, Arindam Kishor Biswas, Md Nahid Hasan, Jannatul Maua, Rahomotul Islam

published 29 May 2026

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

Christopher Mai, Luca Eisentraut, Merlin Schadt, Ricardo Buettner

published 29 May 2026

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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

published 28 May 2026

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

Lianbin Zhou, Xi Wang, Weiwei Jiang, Peiwen Zhang

published 27 May 2026

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

K. Sasikumar, Sivakumar Nagarajan

published 26 May 2026

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

Baojing Zhang, Wenfu Yang, Xiaowei Zhang, Li Wang, Yan Cui, Xiaoyu Wang, Yufei Zhang

published 26 May 2026

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

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

published 22 May 2026

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

Thirupathi Rao N, V V Ramana CH, Eatedal Alabdulkreem, Ayman Aljarbouh, Samih M. Mostafa

published 20 May 2026

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

Afridi Rahman Bondhon, Emon Kumar Dey

published 20 May 2026

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