EnHAT — Synergy of a tree-based Ensemble with Hoeffding Adaptive Tree for dynamic data streams mining
Abraham Itzhak Weinberg, Mark Last
Topics & Concepts
C4.5 algorithmComputer scienceBenchmark (surveying)Sliding window protocolDecision treeStreaming dataTree (set theory)Data streamData stream miningEnsemble learningConcept driftEnsemble forecastingData miningID3 algorithmMachine learningIncremental decision treeArtificial intelligenceWindow (computing)Decision tree learningSupport vector machineMathematicsNaive Bayes classifierTelecommunicationsMathematical analysisGeographyGeodesyOperating systemData Stream Mining TechniquesTime Series Analysis and ForecastingAnomaly Detection Techniques and Applications