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Modeling the Relationship between Financial Stability and Banking Risks: Artificial Intelligence Approach
Published 2025-04-01Get full text
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Comparative Analysis of Diabetes Prediction Models Using the Pima Indian Diabetes Database
Published 2025-01-01Get full text
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Combined L-Band Polarimetric SAR and GPR Data to Develop Models for Leak Detection in the Water Pipeline Networks
Published 2025-04-01“…The model features are selected with the Boruta wrapper algorithm based on the SAOCOM-1A images after pre-processing, and the SSRDC values at sampling locations within the research area are calculated with the reflected wave method based on the GPR data. …”
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Factors influencing the spatial distribution of police stops and their efficacy in crime prevention and control
Published 2025-07-01“…Second, by clustering based on different associated factors of police stops, existing police stops can be classified into five categories according to their purposes: (i) composite stops positively associated with “Alarm, Visiting Population, Criminals” (AVC-CPS); (ii) composite stops positively associated with “Alarm, Visiting Population, Bus Station” (AVB-CPS); (iii) random stops with no significant positive association (NA-RPS); (iv) single police stops positively associated with “Alarm” (A-SPS); and (v) single stops positively associated with “Visiting Population” (V-SPS). …”
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Forecasting water quality indices using generalized ridge model, regularized weighted kernel ridge model, and optimized multivariate variational mode decomposition
Published 2025-05-01“…The proposed framework includes a new hybrid machine learning (ML) model based on generalized ridge regression and kernel ridge regression with a regularized locally weighted (GRKR) method. This research developed an optimized multivariate variational mode decomposition (OMVMD) technique, optimized by the Runge-Kutta algorithm (RUN), to decompose the input variables. …”
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Leveraging Finite-Precision Errors in Chaotic Systems for Enhanced Image Encryption
Published 2024-01-01Get full text
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Wetland Gain and Loss in the Mississippi River Bird‐Foot Delta
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Computer analysis shows differences between mitochondrial miRNAs and other miRNAs
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Energy-Aware Task Allocation for Multi-Cloud Networks
Published 2020-01-01“…However, the average energy consumption improved through <italic>ETAMCN</italic> is approximately 14%, 6.3%, and 2.8% in opposed to the random allocation algorithm, Cloud Z-Score Normalization (<italic>CZSN</italic>) algorithm, and multi-objective scheduling algorithm with Fuzzy resource utilization (FR-MOS), respectively. …”
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Spatial and temporal distribution patterns and factors influencing hepatitis B in China: a geo-epidemiological study
Published 2025-04-01“…Spatial autocorrelation analysis and spatiotemporal scanning were used to analyze the spatiotemporal distribution characteristics. The random forest algorithm was used to screen the potential influencing factors. …”
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A Multi-Source Data-Driven Analysis of Building Functional Classification and Its Relationship with Population Distribution
Published 2024-11-01“…The proposed model innovatively incorporates texture, geometric, and temporal features of building images, as well as socio-economic characteristics extracted using the distance decay algorithm. The results yield the following conclusions: (1) The proposed method achieves an overall classification accuracy of 0.77, which is 0.12 higher than that of the random forest-based approach. (2) The introduction of time features and the distance decay method further improved the model performance, increasing the accuracy by 0.04 and 0.03, respectively. (3) The correlation between the building functions and population distribution varies significantly across different scales. …”
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