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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, [ ... ], Dewan Md. Farid

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

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

Guoqing Zhu, Hongzhi Li, [ ... ], Jiaxi Wang

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

XiaoFang Dong, Kai Yang, JingChao Liu, Wen Chen

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

Junwei Zhu, Lingzhi Xi, [ ... ], Lei Zhang

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

Xiaolin Zhang, Zhi Liu, Chunyang Wang, Zhen Qian

An interpretable multimodal deep learning model for physiological stress detection

Ahmed Tibermacine, Imad Eddine Tibermacine, [ ... ], Mustapha Habib

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

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

MyeungHye Suh, Up Huh, Chiseung Lee

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

Sudhir Kumar Sangula, S. P. Siddique Ibrahim

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

Md. Nahid Hasan, Jahanur Biswas, [ ... ], Md. Muksit Ul Islam

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

Huaqun Chen, Zhenyu Gao, [ ... ], Lin Wu

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

Adnan Miski, Moayad Alshangiti

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