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Deep learning

BanglaHateCorpus: A large-scale bangla benchmark for hate speech classification and a transformer-based deep learning method

Anika Tasnim Rodela, Mahbub E Sobhani, Sakif Naieb Raiyan, Mohammad Nurul Huda, Dewan Md. Farid

published 04 Nov 2026

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Deep-learning side-channel analysis of embedded ML-KEM: Single-trace message recovery, cross-device generalization, and frequency-band leakage characterization

Chung-Wei Kuo, Yu-I Hung, Kai-Lun Lin

published 04 Nov 2026

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Enhancing medical image segmentation with HCE-Net: A heterogeneous feature collaborative extraction network

Guoqing Zhu, Hongzhi Li, Han Cui, Zhanghao Ren, Jiaxi Wang

published 03 Nov 2026

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A temperature-adaptive logit-standardized knowledge distillation for lightweight network intrusion detection

XiaoFang Dong, Kai Yang, JingChao Liu, Wen Chen

published 02 Nov 2026

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Bi-Mamba-Load: A bidirectional structured state space model with sequence relationship adaptive perception for electricity load forecasting

Junwei Zhu, Lingzhi Xi, Chongyang Liao, Baoqiang Zhong, Jianxu Zhong, Lei Zhang

published 02 Nov 2026

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Long-term electricity load forecasting model based on multi-period and multi-scale analysis

Xiaolin Zhang, Zhi Liu, Chunyang Wang, Zhen Qian

published 30 Oct 2026

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An interpretable multimodal deep learning model for physiological stress detection

Ahmed Tibermacine, Imad Eddine Tibermacine, M’hamed Mancer, Abdelaziz Rabehi, Walid Guettala, Mustapha Habib

published 29 Oct 2026

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Stock-level volatility forecasting using machine learning: A comparative study of GARCH, Random Forest, LSTM, and GRU on US Equities

R. V. Pragadeeshwaran, R. Tarun Narayanan, R. M. Bhavadharini

published 29 Oct 2026

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Artificial intelligence-based surrogate modeling of hemodynamic indicators in abdominal aortic aneurysms using computational fluid dynamics

MyeungHye Suh, Up Huh, Chiseung Lee

published 28 Oct 2026

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OsteoNet-X: A deep residual learning framework for automated osteoporosis detection from knee X-ray images

Sudhir Kumar Sangula, S. P. Siddique Ibrahim

published 27 Oct 2026

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Sentiment analysis in Bangla: A three-class dataset and comparative evaluation of machine learning, deep learning, and transformer approaches

Md. Nahid Hasan, Jahanur Biswas, Antu Chowdhury, Md. Rakib Hossain, Mir Aminul Haque, Md. Muksit Ul Islam

published 27 Oct 2026

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An operational spatiotemporal prediction framework for sector congestion in air traffic management

Huaqun Chen, Zhenyu Gao, Xiaoyu Yan, Yuehui Yi, Jintao Gong, Lin Wu

published 27 Oct 2026

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Lightweight CNN and transformer detectors for real-time single-fruit date-variety recognition on edge GPU hardware

Adnan Miski, Moayad Alshangiti

published 27 Oct 2026

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