A Drift-Based Dynamic Ensemble Members Selection Using Clustering for Time Series Forecasting
Amal Saadallah, Florian Priebe, Katharina Morik
Topics & Concepts
Computer scienceEnsemble learningConcept driftCluster analysisGeneralizationScalabilitySeries (stratigraphy)Data miningMachine learningTime seriesArtificial intelligenceEnsemble forecastingModel selectionSelection (genetic algorithm)Data stream miningMathematicsDatabaseBiologyPaleontologyMathematical analysisTime Series Analysis and ForecastingData Stream Mining TechniquesForecasting Techniques and Applications