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Machine learning

Explainable IAOA-CNN-CBAM-SVR model for predicting air consumption of auxiliary nozzles with limited sample size

Min Shen, Yongbo Cao, [ ... ], Yongfa Lv

Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models

Fawaz Khaled Alarfaj

Reliability-based mix design for concrete compressive strength using a physics-prior residual-learning surrogate with calibrated uncertainty

Pengfei Qu, Lei Song, Sihan Wang

Leveraging nonlinear relationships and interactions to improve 30-day pneumonia readmission machine learning models

Eric M. Mortensen, Nkiruka Atuegwu, Shane J. Sacco

A U-Net model for epidermal segmentation in optical coherence tomography images of actinic keratosis

Theofanis Angelis, Peter A. Philipsen, [ ... ], Gavrielle R. Untracht

Multistate animal-contact-related nontyphoidal Salmonella enterica outbreaks in the United States, 2009–2022: Network and machine learning analyses of exposure sources, settings, and serovars

Hammad Ur Rehman Bajwa, Suman Bhowmick, Csaba Varga

Deep learning-based arterial waveform analysis for predicting postoperative cerebrovascular events in pediatric patients with Moyamoya disease

Jung-Bin Park, Youmin Shin, [ ... ], Young-Gon Kim

Modelling cognitive outcomes in the UK Biobank: Education, noradrenaline and frontoparietal networks

Laura Bravo-Merodio, Jackie A. Olley-Williams, [ ... ], Magdalena Chechlacz

Estimation of battery SOC using a combined approach of temporal convolutional networks and Unscented Kalman Filter

Huipin Lin, Xiaoying Chen, [ ... ], Sai Tang

Integrating deep learning, biological hierarchies, and high-resolution imagery to create a new identification tool for cryptic coral reef fishes

Leonardo F. Reginato, Simon J. Brandl

Spatiotemporal weather forecasting via multi-scale graph neural networks and latent diffusion models

ZhiPeng Wu

AMGST: Adaptive multi-graph convolution and spatiotemporal attention network for traffic forecasting

Pei Shi, Qixiang Lu, [ ... ], Jiadong Sun

Algorithmic bias in HR recruitment systems: A qualitative analysis of managerial risk and sociological implications

Baijia Song

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