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Machine learning

Demand forecasting and inventory optimization of distribution equipment: A fusion model based on genetic algorithm and machine learning

Qingbo Tu, Hongyang Zhang, Weiwei Li, Jing Duan, Chao Kong

published 18 Nov 2025

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Deep learning-based forest fire detection using an improved SSD algorithm with CBAM

Diansheng Zhang, Yueyuan Zhang, Leilei Dong, Shifeng Ruan, Zhiwei Liu

published 18 Nov 2025

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Classifying complex multimorbidity using latent class analysis and machine learning to generate insights into clustering of mental and cardiometabolic conditions

Moumita Mukherjee, Samhita Mukherjee, Hruthik Reddy Thokala, Raja Hashim Ali

published 17 Nov 2025

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Fast machine learning image reconstruction of radially undersampled k-space data for low-latency real-time MRI

Johanna Topalis, Jakob Dexl, Katharina Jeblick, Rabea Klaar, Christopher Kurz, Timo Löhr, Andreas Mittermeier, Balthasar Schachtner, Anna Theresa Stüber, Tobias Weber, Philipp Wesp, Jens Ricke, Max Seidensticker, Guillaume Landry, Michael Ingrisch, Olaf Dietrich

published 17 Nov 2025

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Non-destructive defect detection in powder metallurgy automotive oil pump stators using acoustic signals and machine learning classification

Mohammad Hossein Hadizadeh Isfahani, Hamid Moeenfard, Abbas Rohani

published 17 Nov 2025

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ESA-YOLO: An efficient scale-aware traffic sign detection algorithm based on YOLOv11 under adverse weather conditions

ChenHao Li, ShuXian Liu, ZiNuo Peng

published 14 Nov 2025

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Predicting 30-day and 1-year mortality in heart failure with preserved ejection fraction (HFpEF)

Ikgyu Shin, Nilay Bhatt, Alaa Alashi, Keervani Kandala, Karthik Murugiah

published 14 Nov 2025

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Deepfake defense: Combining spatial and temporal cues with CNN–BiLSTM–transformer architecture

Srijana Yadav, S. Sudheer Mangalampalli

published 14 Nov 2025

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Enhanced multi-horizon photovoltaic power forecasting: A novel approach integrating ICEEMDAN decomposition with hierarchical frequency neural networks

Yaopeng Han, Chenxi Li, Siqi Chen, Jinghao Zhao, Yajun Tian, Jun Wang

published 14 Nov 2025

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Obscured-ensemble models for genomic prediction

Rounak Saha, Amir Morshedian, Jia Sun, Robert Duncan, Mike Domaratzki

published 14 Nov 2025

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A comparative study of MLP and LSTM neural networks for shale gas production prediction based on numerical simulation data

Xiaoou Fei, Man Ye, Zhou Du, Haibin Miao

published 13 Nov 2025

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Early adherence to biofeedback training predicts long-term improvement in stroke patients: A machine learning approach

Nandini Sengupta, Rezaul Begg, Aravinda S. Rao, Soheil Bajelan, Catherine M. Said, Lisa James, Marimuthu Palaniswami

published 13 Nov 2025

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CattleNet-XAI: An explainable CNN framework for efficient cattle weight estimation

Md Junayed Hossain, Jannatul Ferdaus, Ashraful Islam, M. Ashraful Amin

published 13 Nov 2025

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