TW-$(k)$-Means:AutomatedTwo-LevelVariableWeightingClusteringAlgorithmforMultiviewData

TW-$(k)$-Means:AutomatedTwo-LevelVariableWeightingClusteringAlgorithmforMultiviewData
ThispaperproposesTW-k-means,anautomatedtwo-levelvariableweightingclusteringalgorithmformultiviewdata,whichcansimultaneouslycomputeweightsforviewsandindividualvariables.Inthisalgorithm,aviewweightisassignedtoeachviewtoidentifythecompactnessoftheviewandavariableweightisalsoassignedtoeachvariableintheviewtoidentifytheimportanceofthevariable.Bothviewweightsandvariableweightsareusedinthedistancefunctiontodeterminetheclusters 本软件ID:15384850