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Machine learning

Cardiovascular risk prediction and influencing predictors identification among Bangladeshi individuals using machine learning algorithms and association rule mining

Md. Merajul Islam, Sujit Kumar, [ ... ], Md. Rezaul Karim

Multi-step ahead streamflow and uncertainty forecasting using a HyMoLAP rainfall-runoff model-based framework integrated with Bayesian neural networks in the Ouémé river basin, Benin

Sianou Ezéckiel Houénafa, Olatunji Johnson, Erick K. Ronoh, Stephen E. Moore

Estimated glucose disposal rate predicts frailty through diabetes: Evidence from machine learning and mediation models in NHANES

Wentao Yang, Qian Cheng, Guoxin Huang, Hongming Lin

Optimizing hyperparameters of YOLOv10 for arson detection using advanced optimization algorithms

Ali Abbas Abbod, Matheel E. Abdulmunim, Ismail A. Mageed

CEAF: Capsule network enhanced feature fusion architecture for Chinese Named Entity Recognition

Siyu Ma, Guangzhong Liu, Yangshuyi Xu

Multilayer perceptron neural network-genetic algorithm for modeling Nicotiana tabacum leaf quality

Mohammad Reza Najafi, Mohammad Ali Aghajani, Naser Safaie, Siamak Rahmanpour

Short-term passenger flow prediction for urban rail systems: A deep learning approach utilizing multi-source big data

Hongmeng Cui, Bingfeng Si, [ ... ], Yuanmeng Chen

Exploration common biomarkers and pathogenesis of primary Sjögren’s syndrome and interstitial lung disease by machine learning and weighted gene co-expression networks

Jingqi Dong, Zelin Wang, Yanan Xu, Shufen Liang

Study of collaborative filtering recommendation with user clustering incorporating implicit social relationships and trust relationships

Yan Li, Xue Lin

Machine learning-based criminal behavior analysis for enhanced digital forensics

W. Pawani Dananjana, Jithmi Sewwandi Arambawela, [ ... ], S. M. Deemantha Nayanajith Siriwardena

Effective image compression using transformer and residual network for balanced handling of high and low-frequency information

Jianhua Hu, Guixiang Luo, [ ... ], Wei Nie

DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, [ ... ], Xiaoyi Lv

Integrating feature importance techniques and causal inference to enhance early detection of heart disease

Atousa Arzanipour

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