Multi-view cluster analysis with incomplete data to understand treatment effects
Chao G, Sun J, Lu J, Wang AL, Langleben DD, Li CS, Bi J. Multi-view cluster analysis with incomplete data to understand treatment effects. Information Sciences 2019, 494: 278-293. PMID: 32863420, PMCID: PMC7455020, DOI: 10.1016/j.ins.2019.04.039.Peer-Reviewed Original ResearchCo-clustering methodsGranular computing methodData entryCo-clustering methodDifferent feature spacesIncomplete dataComputing methodFeature spaceData problemCluster validityIndicator matrixTime windowObserved entriesPrevious methodsEntire viewConsistent clustersDifferent viewsCommon scenarioMissing-data patternsAnalyticsAlgorithmEnhanced formulationCommon methodScenariosRecognition