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Machine learning

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

IV-PAFNet: Infrared-visible cross-modal alignment and fusion network for nighttime UAV object detection

Cheng Yuan, Shichang Shang, [ ... ], Bin Zhou

Revealing nonlinear and interaction mechanisms of resource and environmental carrying capacity through explainable machine learning

Qianrong Zhang, Yongfeng Zhang, [ ... ], Yao Wang

PhysBridge: Response-supervised grid pretraining with physics-constrained local correction for transferable power-system intelligence

Donglan Liu, Shanjie Xu, [ ... ], Qinguo Liu

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

MyeungHye Suh, Up Huh, Chiseung Lee

Multi-sensor IoT data and AI-driven adaptive control model for library indoor environments

Mengxi Zhang

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

Automated loop invariant inference through learning-guided program structure analysis

Abeer S. Hadad, Jiangbin Zheng, [ ... ], Safa Hussein Mohammed

Controlled image-based prediction of soil nutrient concentrations (NPK) using machine and deep learning

Umair Maqsood, Tehmina Karamat Ullah Khan, [ ... ], Raja Majid Mehmood

PaECTER: Patent-level representation learning using citation-informed transformers

Mainak Ghosh, Michael E. Rose, [ ... ], Dietmar Harhoff

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

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

Mutation-resolved ABL1 inhibitor resistance prediction under mutation-disjoint and temporal cross-study validation

Mohanad A. Deif, Mohamed A. Hafez, [ ... ], Ismail A. M. Elhaty

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