Online feature selection for multi-source streaming features
Dianlong You, Miaomiao Sun, Shunpan Liang, Ruiqi Li, Yang Wang, Jiawei Xiao, Fuyong Yuan, Limin Shen, Xindong Wu
Topics & Concepts
Feature selectionMarkov blanketComputer scienceRedundancy (engineering)Feature (linguistics)Data miningArtificial intelligenceMinimum redundancy feature selectionData sourceDimensionality reductionSelection (genetic algorithm)Multi-sourcePattern recognition (psychology)ScalabilityMachine learningMarkov chainMathematicsMarkov modelStatisticsDatabasePhilosophyMarkov propertyLinguisticsOperating systemMachine Learning and Data ClassificationImbalanced Data Classification TechniquesData Stream Mining Techniques