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Machine learning algorithms

Geospatial modeling and forecasting of urban land use change using Google Earth Engine and machine learning

Rana Muhammad Amir Latif, Adnan Arshad, Jinliao He, Tofeeq Ahmad, Alaa Ahmed

published 18 Dec 2025

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Predicting and explaining life satisfaction among older adults using tree-based ensemble models and SHAP: Evidence from the digital divide survey

Haiyan Kong, Hualong Fang, Guihua Zhang

published 16 Dec 2025

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A novel algorithm for model uncertainty reduction in trapezoidal fuzzy fault tree risk assessment

Yuanyuan Zhang, Long Zhao, Tao Zhang, Wencheng Li

published 15 Dec 2025

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Hybrid machine learning models for enhanced arrhythmia detection from ECG signals using autoencoder and convolution features

Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

published 15 Dec 2025

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DynamicSeq2SeqXGB for PM_2.5 imputation in extremely sparse environmental monitoring networks

Ruslan Safarov, Zhanat Shomanova, Yuriy Nossenko, Eldar Kopishev, Zhuldyz Bexeitova, Emin Atasoy

published 11 Dec 2025

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ETHIAD: A novel explainable model for detecting illicit accounts on Ethereum

Jiarong Lu, Bin Liao, Yi Liu, Kutorzi Edwin Yao

published 11 Dec 2025

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M-polynomial driven machine learning models for predicting physicochemical properties of antibiotics

Xin Li, Masoud Ghods, Negar Kheirkhahan, Jana Shafi

published 11 Dec 2025

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WACSAW: An adaptive, statistical method to classify movement into sleep and wakefulness states

Austin Vandegriffe, V.A. Samaranayake, Matthew S. Thimgan

published 11 Dec 2025

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Improved predictive formulae for wave overtopping at sloped breakwaters using interpretable machine learning models

M. A. Habib, S. Abolfathi, J. J. O’Sullivan, M. Salauddin

published 10 Dec 2025

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Accuracy of AI-based binary classification for detecting malocclusion in the mixed dentition stage

Kengo Oka, Saki Uemura, Satoru Morishita, Yukio Yamamoto, Kei Kurita

published 09 Dec 2025

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Identifying influential determinants of women’s empowerment in Bangladesh using machine learning algorithms

Md. A. Salam, Samiul Islam, Md. Mahfuz Uddin, Tamanna Rahman Shraboni, Antora Das, Md. Merajul Islam, Md. Rezaul Karim

published 09 Dec 2025

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STF-DKANMixer: Tri-component decomposition with KAN-MLP hybrid architecture for time series forecasting

Junxiang Wei, Rongzuo Guo, Yuning Wang

published 08 Dec 2025

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Flight delay prediction: Evaluating machine learning algorithms for enhanced accuracy

Sarah Ahmed A. AlBassam, Samira Dhafir N. AlShahrani

published 08 Dec 2025

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