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Machine learning

Hybrid quantum-classical neural networks for real-time fault detection in power systems

Hina Hashmi, Aman Kumar, [ ... ], Arshad Hashmi

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

Wei Xiong, Jie Xia, [ ... ], Dan Li

Screening disease feature genes and analyzing correlations with immune cell infiltration in knee osteoarthritis chondrocytes based on multiple machine learning algorithms

Jing-le Zhuge, Xi-yong Li, Yong-le Wang, Juan-fen Ma

Linguistic diversity in machine learning training data: Content analysis of English and Finnish soundscape descriptions in audio captioning

Laura Hekanaho, Emilia Tuuri, Maija Surakka, Maija Hirvonen

Screening and comprehensive analysis of endoplasmic reticulum stress-related biomarkers in atherosclerosis

Xiaomeng Qu, Yiming Shao, [ ... ], Shuhua Yu

Unlocking precision diagnostics: A multimodal framework integrating metabolomics with advanced machine learning techniques

Parisa Shahnazari, Kaveh Kavousi, [ ... ], Reza M. Salek

A machine learning algorithm to explore the impact of agricultural land-use types on CO₂ emissions in Vietnam in the period 1990–2019

An Thinh Nguyen, Tuong Anh Nguyen, [ ... ], Trang Le Huyen

A cloud-edge-end collaborative intelligent caching method based on incremental federated learning algorithms

Xiang Huang, Lei Jin, [ ... ], Zhenjie Lin

A simulation-based hybrid causal predictive framework for stockout risk analysis in supply chain

Emad Hafaf, Ahmad Bassam Alzubi, Kolawole Iyiola, Hasan Yousef Aljuhmani

Regularized regression in ultra-small chemometric datasets: A methodological case study using FTIR spectra of Schiff bases

Khudhayr Abdullah Rashedi, Tariq Saleh Alshammari, [ ... ], Tahir Mehmood

Tree ring segmentation performance in highly disturbed trees using deep learning

Joe David Zambrano-Suárez, Jorge Pérez-Martín, Alberto Muñoz-Torrero Manchado, Juan Antonio Ballesteros Cánovas

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

Mohammed Saad Javeed, Arindam Kishor Biswas, [ ... ], Rahomotul Islam

Data subdivision approach enhances machine learning-based mortality prediction in pediatric ICU patients

Wenqian Chen, Benjamin Lee, [ ... ], Yanli Ren

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