2016
Chapter 4 Core Technologies: Machine Learning and Natural Language Processing
Nadkarni P. Chapter 4 Core Technologies: Machine Learning and Natural Language Processing. 2016, 85-114. DOI: 10.1016/b978-0-12-803130-8.00004-x.Peer-Reviewed Original ResearchNatural language processingMachine learningLanguage processingInformation retrieval methodsMachine learning techniquesUnsupervised learning methodMachine-learning conceptsInformation retrievalSequential dataLearning methodsFundamental techniqueLearningTraditional statisticsProcessingBayesRetrievalBasicsTechniqueMethodVocabularyTextChallenges
2005
Metadata-driven Delphi rating on the Internet
Deshpande AM, Shiffman RN, Nadkarni PM. Metadata-driven Delphi rating on the Internet. Computer Methods And Programs In Biomedicine 2005, 77: 49-56. PMID: 15639709, DOI: 10.1016/j.cmpb.2004.05.006.Peer-Reviewed Original ResearchConceptsDelphi ratingPaper-based data collectionTraditional paper-based methodsReusable softwarePaper-based methodsProgramming codeData entrySoftwareAnalysis toolsMetadataComputerized techniqueData collectionValues schemaInternetSchemaFive-level Likert scaleWebCodeDisagreement indexGuideline StandardizationExpertsToolMethodCostCollection