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Covariate-adjusted functional data analysis for structural health monitoring
Published 2025-01-01Subjects: “…functional principal component analysis…”
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Analysis of the influence internal and external factors on the performance of IDXV30
Published 2023-09-01Get full text
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Exploratory Factor Analysis with R Software
Published 2020-07-01Subjects: “…exploratory factor analysis…”
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Exploratory Factor Analysis with R Software
Published 2020-07-01Subjects: “…exploratory factor analysis…”
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Decoding the anomalies: a genome-based analysis of Bacillus cereus group strains closely related to Bacillus anthracis
Published 2025-02-01“…Taxonomic challenges persist due to inconsistent classification methods, particularly for B. cereus isolates that resemble B. anthracis in genetic clustering.MethodsThis study investigated B. cereus group isolates from blood smears of animal carcasses in Kruger National Park, uncovering an unusual isolate with B. cereus features based on classical microbiological tests yet B. anthracis-like genomic similarities with an Average Nucleotide Identity (ANI) of ≥95%. Using comparative genomics, pan-genomics and whole genome Single Nucleotide Polymorphism (wgSNP) analysis, a total of 103 B. cereus group genomes were analyzed, including nine newly sequenced isolates from South Africa and a collection of isolates that showed some classification discrepancies, thus classified as “anomalous.”Results and discussionOf the 36 strains identified as B. anthracis in GenBank, 26 clustered phylogenetically with the four confirmed B. anthracis isolates from South Africa and shared 99% ANI. …”
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Average Corrosion Rate Prediction Model for Buried Oil and Gas Pipelines Based on SSA-LightGBM
Published 2025-01-01“…This study establishes an average corrosion rate prediction model using the Sparrow Search Algorithm-optimized Light Gradient Boosting Machine (SSA-LightGBM). …”
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Climate-denying rumor propagation in a coupled socio-climate model: Impact on average global temperature.
Published 2025-01-01“…The absence of mitigative behavior in rejectors can cause an increase in the global average temperature by 0.5°C. Our model indicates that rumor propagation in groups has the upper hand in controlling temperature change, compared to individual climate-denying propagation.…”
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A System Assessment Method for Voltage Sag Severity Based on Average Point-To-Line Distance Index
Published 2020-11-01“…And then, the average point-to-line distance index is proposed to quantify the voltage sag severity for different regions. …”
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Modulation Signal Bispectrum Slice Overall Average Feature Extraction of Low-speed Reciprocating Bearing Faults
Published 2024-08-01“…Each short signal undergoes MSB analysis to generate the MSB bicoherence slice spectrum. …”
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Design Optimization of the Multi-layer Switched Reluctance Motor to Minimize Torque Ripple and Maximize Average Torque
Published 2024-02-01“…In the present paper, this waveform is predicted using an analysis of the motor based on finite element method (FEM). …”
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Application of meta-heuristic hybrid models in estimating the average air temperature of Caspian sea coast of Iran
Published 2024-12-01“…In this research, WSVR, AIG-SVR, GWO-SVR and BAT-SVR hybrid models were investigated and evaluated in order to estimate the average daily air temperature on the shores of the Caspian Sea located in the north of Iran. …”
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Constructing Composite Indicators Through Extreme Values Reductions-Ordered Weighted Averaging: Human Development Index
Published 2025-01-01“…This study falls within the multi-criteria decision framework aimed at introducing a new approach to constructing composite indicators specifically that addresses the issue of extreme values, called the Extreme Values Reductions-Ordered Weighted Averaging approach. The study findings reveal that popular methods such as Principal Component Analysis, Benefit of the Doubt, Entropy, and Equal Weights ignore outliers and bias the composite indicator scores. …”
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FORECASTING THE VALUE OF INDONESIA'S OIL AND GAS IMPORTS USING SEASONAL AUTOREGRESSIVE INTEGRATED MOVING AVERAGE MODEL
Published 2023-12-01“…Therefore, a step is needed to prevent an increase in the value of oil and gas imports in the coming period. One method of analysis that can be used is forecasting using the time series method with the Seasonal Autoregressive Integrated Moving Average (SARIMA) model. …”
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Φ-OTDR disturbance localization of communication optical cable based on moving variance average and spectral subtraction
Published 2025-05-01“…By selecting an appropriate number of curves and an optimal step size, the amplitude signal curves are processed using moving variance average to generate a preliminary disturbance localization map. …”
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Climate extremes, average conditions and temperature variability as drivers of dengue epidemics in a temperate city of Argentina
Published 2025-03-01“…This study assesses climate extremes, average climate conditions, and temperature variability and their relationships with dengue epidemics in a city with temperate climate in central Argentina. …”
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