2023
A hierarchical strategy to minimize privacy risk when linking “De-identified” data in biomedical research consortia
Ohno-Machado L, Jiang X, Kuo T, Tao S, Chen L, Ram P, Zhang G, Xu H. A hierarchical strategy to minimize privacy risk when linking “De-identified” data in biomedical research consortia. Journal Of Biomedical Informatics 2023, 139: 104322. PMID: 36806328, PMCID: PMC10975485, DOI: 10.1016/j.jbi.2023.104322.Peer-Reviewed Original ResearchConceptsPrivacy of individualsAppropriate privacy protectionData-driven modelsPrivacy protectionPrivacy risksData Coordination CenterData hubData repositoryHierarchical strategyPrivacyBiomedical discoveryData setsRecord linkageData Coordinating CenterRepositoryComplex strategiesCoordination centerTechnologyTechniqueDataPartiesSetHierarchy
2011
Learning-based concept-hierarchy refinement through exploiting topology, content and social information
Kuo T, Lin S. Learning-based concept-hierarchy refinement through exploiting topology, content and social information. Information Sciences 2011, 181: 2512-2528. DOI: 10.1016/j.ins.2011.02.006.Peer-Reviewed Original ResearchLearning-based approachConcept hierarchyNormalized Google DistanceWeb 2.0 eraSimilarity-based approachACM CCSTraining instancesGoogle DistanceSource codeRecommendation schemeLearning approachTarget conceptIndexing applicationsDatasetACMMetricsClassification schemeSchemeSocial informationHierarchyTopologyInternetInstancesNew termsConstruction criteria