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Alleviating small sample problem in continuous forest monitoring with remote sensing-assisted Copulas
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An Evaluation Method for University Classroom Education Quality under Machine Vision and Single-Valued Neutrosophic Hesitant Fuzzy Set Environment
Published 2025-02-01“…In addition, the cosine measure is employed to rank time-points based on both ideal and non-ideal solutions, obtaining the optimal and non-optimal learning effectiveness periods. Finally, a case study confirms the effectiveness and feasibility of the proposed model, offering a robust method for evaluating university education quality.…”
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Machine learning-based disease risk stratification and prediction of metabolic dysfunction-associated fatty liver disease using vibration-controlled transient elastography: Result...
Published 2025-04-01“…Conclusion Our machine learning model has excellent performance in stratification of risk for MAFLD with readily available clinical and demographic parameters. …”
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Data-Driven Revolution in Academic Support for Mathematics Underachievers through Random Forest Individual and Hybrid Model
Published 2024-09-01“…Educational Data Mining, leveraging machine learning and data mining techniques, aims to predict student performance using available datasets. …”
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Detecting Obfuscated Malware Infections on Windows Using Ensemble Learning Techniques
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ENHANCING STATE POLICY EFFECTIVENESS IN CINEMA THROUGH MACHINE LEARNING / Повышение эффективности государственной политики в сфере кинематографа с помощью машинного обучения...
Published 2024-06-01“…The study utilized the ensemble machine learning model HistGradientBoostingClassifier and a sequential fully connected three-layer neural network based on the TensorFlow library, along with basic methods of natural language processing. …”
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EffNet-SVM: A Hybrid Model for Diabetic Retinopathy Classification Using Retinal Fundus Images
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Enhancing blockchain transaction classification with ensemble learning approaches
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Predicting cognitive frailty in community-dwelling older adults: a machine learning approach based on multidomain risk factors
Published 2025-05-01“…Among the diverse CF-associated characteristics, the machine learning-based model identified six optimal features (key predictors): motor capacity, education level, physical function limitation, nutritional status, balance confidence, and activities of daily living. …”
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