Learning from evolving data streams through ensembles of random patches
Heitor Murilo Gomes, Jesse Read, Albert Bifet, Robert J. Durrant
Topics & Concepts
Random forestComputer scienceEnsemble learningLinear subspaceSubspace topologyMachine learningRandom subspace methodConcept driftArtificial intelligenceEnsemble forecastingData stream miningTree (set theory)Data miningMathematicsMathematical analysisGeometryData Stream Mining TechniquesTime Series Analysis and ForecastingMachine Learning and Data Classification