An Exploratory Analysis Targeting Diagnostic Classification of AAC App Usage Patterns
Atyabi A, Li B, Ahn Y, Kim M, Barney E, Shic F. An Exploratory Analysis Targeting Diagnostic Classification of AAC App Usage Patterns. 2017, 1633-1640. DOI: 10.1109/ijcnn.2017.7966047.Peer-Reviewed Original ResearchAutism spectrum disorderSpeech-generating deviceFeature representationAAC appUsage patternsData mining perspectiveStreams of dataApp usage patternsAlternative communication (AAC) appData modelling techniquesIndividual usage patternsSupport vector machineMassive streamsData miningMining perspectiveData streamsEnsemble learningAbove chanceSpectrum disorderLearning methodsVector machineLanguage learningEveryday scenariosUsage profilesPrediction performance