2024
Federated Privacy-Preserving Visualization: A Vision Paper
Tao Y, Sarwate A, Panta S, Plis S, Calhoun V. Federated Privacy-Preserving Visualization: A Vision Paper. 2024, 00: 8035-8041. DOI: 10.1109/bigdata62323.2024.10825849.Peer-Reviewed Original ResearchFederated learningRisk of data leakagePrivacy-preserving techniquesDifferential privacyData leakageSensitive informationVision paperFL applicationsModel trainingData visualizationExploratory data analysisCorrelation visualizationCentralized systemPrivacyLocal dataVisualizationDistribution dataData analysisMonitoring dataTaskDataLearningImplementationVisionInformation
2023
Flexible Multisubject Multiset FMRI Data Analysis Using Robust Discriminative Dictionary Learning
Jin R, Xu S, Kim S, Calhoun V. Flexible Multisubject Multiset FMRI Data Analysis Using Robust Discriminative Dictionary Learning. 2023, 00: 1458-1462. DOI: 10.1109/ieeeconf59524.2023.10476781.Peer-Reviewed Original ResearchDictionary learning methodDiscriminative dictionary learningGroup sparsity constraintData setsDictionary learningAttribute labelsSparsity constraintLearning methodsFMRI data setsNeural activation mapsPre-specifyingActivation mapsMap typesFunctional magnetic resonance imagingNumerical testsMapsDictionaryAlgorithmSetsDataLearningSubject-specific attributesMethodData analysisConstraints
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