2019
Unsupervised Conditional Adversarial Networks for Tax Evasion Detection
Wei R, Dong B, Zheng Q, Zhu X, Ruan J, He H. Unsupervised Conditional Adversarial Networks for Tax Evasion Detection. 2019, 00: 1675-1680. DOI: 10.1109/bigdata47090.2019.9005656.Peer-Reviewed Original ResearchConditional Adversarial NetworksTax evasion detectionAdversarial networkData mining technologyAdversarial neural networkTarget domain dataConditional probability distributionUnlabeled target domainMaximum mean discrepancyData annotationEnd learningDeep representationUnsupervised transferMigration tasksMining technologyDistribution discrepancyLabel predictorArt approachesNeural networkGeneral architectureTarget domainFeature transferAbove challengesFeature distributionLabel information
2014
Natural Language Processing in Biomedicine: A Unified System Architecture Overview
Doan S, Conway M, Phuong T, Ohno-Machado L. Natural Language Processing in Biomedicine: A Unified System Architecture Overview. Methods In Molecular Biology 2014, 1168: 275-294. PMID: 24870142, DOI: 10.1007/978-1-4939-0847-9_16.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsNatural language processingNLP systemsLanguage processingClinical natural language processingBiomedical natural language processingClinical decision supportImportant data sourceArchitectural viewsStructured data fieldsArchitecture overviewData sharingNLP toolsGeneral architectureDecision supportKnowledge resourcesBackground knowledgeData fieldsCollaborative workSystem evaluationData sourcesCurrent research effortsElectronic medical recordsResearch effortsProcessingQuality assurance
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