تصفح حسب المؤلف "Seklouli, Aicha Sekhari"
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An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data
Ren, Lijuan; Seklouli, Aicha Sekhari; Zhang, Haiqing; Wang, Tao; Bouras, Abdelaziz ( Elsevier , 2023 , Article)As the application of information technology in the medical field is resulting in a large amount of medical data. As early withdrawal and refusal of participants, there are a lot of missing values in medical data. Although ... -
Hypertension Prediction Using Optimal Random Forest and Real Medical Data
Ren, Lijuan; Seklouli, Aicha Sekhari; Wang, Tao; Zhang, Haiqing; Bouras, Abdelaziz ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)Long-lasting and difficult-to-treat, hypertension frequently leads to serious and life-threatening diseases. As a result, early risk assessment and prevention of hypertension are crucial. The majority of research currently ...