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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, [ ... ], Alaa Ahmed

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

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

Yuanyuan Zhang, Long Zhao, Tao Zhang, Wencheng Li

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

Subir Biswas, Prabodh Kumar Sahoo, [ ... ], Xinhong Wang

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

Ruslan Safarov, Zhanat Shomanova, [ ... ], Emin Atasoy

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

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

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

Xin Li, Masoud Ghods, Negar Kheirkhahan, Jana Shafi

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

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

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

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

Kengo Oka, Saki Uemura, [ ... ], Kei Kurita

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

Md. A. Salam, Samiul Islam, [ ... ], Md. Rezaul Karim

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

Junxiang Wei, Rongzuo Guo, Yuning Wang

Flight delay prediction: Evaluating machine learning algorithms for enhanced accuracy

Sarah Ahmed A. AlBassam, Dhafir N. AlShahrani

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