2022
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition
Kuo T, Jiang X, Tang H, Wang X, Harmanci A, Kim M, Post K, Bu D, Bath T, Kim J, Liu W, Chen H, Ohno-Machado L. The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition. Journal Of The American Medical Informatics Association 2022, 29: 2182-2190. PMID: 36164820, PMCID: PMC9667175, DOI: 10.1093/jamia/ocac165.Peer-Reviewed Original ResearchConceptsSensitive personal informationGenomic data analysisPotential future research directionsPersonal informationSecurity concernsGenomics data repositoryData repositoryReport lessonsProtection techniquesFuture research directionsPrivacyResearch directionsData usePractical challengesGenomic dataData analysisAnonymizationCommunity effortsRepositorySecurityBiomedical researchInformationDataChallenges
2014
A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection
Lin W, Kuo T, Huang Y, Lu W, Lin S. A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection. Lecture Notes In Computer Science 2014, 8916: 262-273. DOI: 10.1007/978-3-319-13987-6_25.Peer-Reviewed Original Research
2013
Exploiting Temporal Information in a Two-Stage Classification Framework for Content-Based Depression Detection
Shen Y, Kuo T, Yeh I, Chen T, Lin S. Exploiting Temporal Information in a Two-Stage Classification Framework for Content-Based Depression Detection. Lecture Notes In Computer Science 2013, 7818: 276-288. DOI: 10.1007/978-3-642-37453-1_23.Peer-Reviewed Original Research
2012
Modeling and evaluating information propagation in a microblogging social network
Li C, Kuo T, Ho C, Hong S, Lin W, Lin S. Modeling and evaluating information propagation in a microblogging social network. Social Network Analysis And Mining 2012, 3: 341-357. DOI: 10.1007/s13278-012-0082-8.Peer-Reviewed Original ResearchSocial networksInformation propagationInfluence propagation modelMicroblogging social networkOnline social networksMicroblog social networkInformation propagation behaviorOnline visualization systemMicroblogging platformInfluence propagationInfluence modelInfluence scoresVisual systemInfluence capabilityPropagation linksNetworkMicroblogEvaluation frameworkPropagation modelUsersPropagation structureProposed modelsGeographic informationInformationInformation contentPrediction-Based Outlier Detection with Explanations
Chen L, Kuo T, Lai W, De-Lin S, Tsai C. Prediction-Based Outlier Detection with Explanations. 2012, 44-49. DOI: 10.1109/grc.2012.6468672.Peer-Reviewed Original Research
2010
StakeNet: Devise, Study and Utilize Social Networks using Stakeholder Information
Kuo T, Yeh J, Lin C, Lin S. StakeNet: Devise, Study and Utilize Social Networks using Stakeholder Information. 2010, 86-93. DOI: 10.1109/taai.2010.25.Peer-Reviewed Original Research