Tag: Predictive modelling
Hybrid recommendation model improved interior design service matching
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A hybrid machine learning recommendation system for interior design services balances customization with cost constraints, achieving 83.62% accuracy in predicting user preferences.
FuXi-Air forecasts air pollutants faster than operational models
FuXi-Air combines meteorological, emission, and observational data for high-precision air quality forecasting at scale, generating 72-hour predictions across multiple sites in seconds.
Support Vector Machine and Random Forest led software fault prediction
Review of machine learning techniques for software fault prediction from 2023-2025, examining algorithms, datasets, evaluation methods, and challenges in predictive modeling for software reliability.
Machine-learning models identified key drivers of tuberculosis incidence in Taiwan
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in MedicineMachine learning analysis of environmental and socioeconomic determinants of tuberculosis incidence in Taiwan, identifying key drivers and nonlinear relationships for disease forecasting.
Survey reviews mathematical modeling of infectious disease dynamics
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in MathematicsMathematical modeling frameworks for infectious disease dynamics integrate computational methods, network analysis, and machine learning to forecast epidemics and optimize public health interventions.
Hydrological ML accuracy depends on training data quantity and quality
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Analysis of how information quantity and quality in training data affect machine learning prediction accuracy for hydrological variables, using information theory and mechanistic model integration.
