Adaptive ensemble of self-adjusting nearest neighbor subspaces for multi-label drifting data streams
Gavin Alberghini, Sylvio Barbon, Alberto Cano
Topics & Concepts
Concept driftComputer scienceRandom subspace methodClassifier (UML)Artificial intelligencek-nearest neighbors algorithmData miningPattern recognition (psychology)Linear subspaceData stream miningSupport vector machineMulti-label classificationEnsemble learningMachine learningProbabilistic logicProbabilistic classificationSubspace topologyNaive Bayes classifierMathematicsGeometryData Stream Mining TechniquesMachine Learning and Data ClassificationText and Document Classification Technologies