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Mental Workload Detection and Assessment Through Statistical Features Extraction and Optimization Using GEL-RF Method for EEG Signals Using N-Back Dataset
Published 2025-01-01“…Although previous studies have employed various techniques for MW assessment using EEG, detailed statistical feature selection remains underexplored. …”
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Groundwater Quality and Appropriateness for Drinking and Agriculture Purposes Using Water Quality Indices and Multivariate Statistical Analysis in Kombolcha City, Ethiopia
Published 2025-01-01“…The study also utilized multivariate statistical methods, including principal component analysis (PCA) and cluster analysis (CA), to evaluate complex groundwater quality datasets. …”
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Factors affecting the decline in statistics department enrollment: A comparative study of statistics department students and twelfth-grade students
Published 2025-01-01“…The questionnaire consisted of two sections: demographic questions and inquiries regarding the factors that deter students from pursuing studies in the Statistics Department. Using statistical techniques for data analysis, including factor analysis and classification methods, this study identifies key challenges contributing to the decline in enrollment. …”
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Impact of coronavirus disease 2019 on Dental Match residency applicant statistics in the United States of America: a cross sectional analysis
Published 2025-02-01“…Abstract Background The purpose of this paper is to do a cross-sectional analysis to evaluate the impact of the Coronavirus Disease 2019 pandemic on Dental Match Residency statistics from the year 2019–2023. …”
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Pheochromocytoma and heart rate variability: a systematic review and meta-analysis
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Quantitative evaluation and traceability analysis of concrete apparent shade and apparent uniformity
Published 2025-12-01“…The average grayscale (Ave) and the coefficient of variation of grayscale (Cv) were employed as quantitative indicators for apparent shade and uniformity, respectively, using digital image processing techniques. Then, statistical analysis revealed that formwork type, release agent and curing age together explained the variation in apparent shade. …”
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Spatial Variation of Hypsometric Analysis in Nerwa Watershed
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A first-of-its-kind two-body statistical shape model of the arthropathic shoulder: enhancing biomechanics and surgical planning
Published 2025-06-01“…Abstract Background Statistical Shape Models are machine learning tools in computational orthopedics that enable the study of anatomical variability and the creation of synthetic models for pathogenetic analysis and surgical planning. …”
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Exploring Purpose-Driven Methods and a Multifaceted Approach in Dam Health Monitoring Data Utilization
Published 2025-08-01“…Methodologies such as numerical modeling, statistical analysis, and machine learning are critically analyzed, highlighting their strengths and limitations and the demand for advanced predictive techniques. …”
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Confirmatory factor analysis of the 8RNEVS scale in a sample of Mexican university students
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