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Chapter and Conference Paper
Deep Learning for Detecting Freezing of Gait Episodes in Parkinson’s Disease Based on Accelerometers
Freezing of gait (FOG) is one of the most incapacitating symptoms among the motor alterations of Parkinson’s disease (PD). Manifesting FOG episodes reduce patients’ quality of life and their autonomy to perfor...
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Article
Guest Editorial: Machine Learning Policies
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Article
Learning Generalized Policies from Planning Examples Using Concept Languages
In this paper we are concerned with the problem of learning how to solve planning problems in one domain given a number of solved instances. This problem is formulated as the problem of inferring a function th...