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Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches
This contrasts to typical approaches to algorithm-selection which require a model to be trained using domain-specific instance features that need to be first derived from the input data.
Sentiment Analysis for Open Domain Conversational Agent
The models are used on a dataset specific to user interaction with the Alana system (a Alexa prize system) in order to determine which would be more appropriate for the task of identifying sentiment when a user interacts with a non-human driven socialbot.
Parkinson's Disease Diagnosis Using Deep Learning
Parkinson's Disease (PD) is a chronic, degenerative disorder which leads to a range of motor and cognitive symptoms.
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