2019
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
2016
Information Fusion for Cocaine Dependence Recognition Using fMRI
Faria F, Cappabianco F, Li C, Ide J. Information Fusion for Cocaine Dependence Recognition Using fMRI. 2016, 1107-1112. DOI: 10.1109/icpr.2016.7899784.Peer-Reviewed Original ResearchDistinct feature setsInformation fusion approachEnsemble of classifiersInformation fusionFeature extractionFMRI classificationFeature setsFusion approachArt methodsClassification accuracyExtensive evaluationFinal accuracyNew featuresExperimental resultsTraditional methodologiesClassificationAccuracyPattern analysisClassifierHuman lifeMulti-voxel pattern analysisConnectivity measuresPowerful toolMethodologyRecognition