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Found 2 essays matching the above criteria.

1. 1. Objectively recognizing human activity in body-worn sensor data with (more or less) deep neural networks

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Sofia Broomé; [2017]
   Keywords : activity recognition; human activity recognition; human activity; deep learning; rnn; cnn; lstm;

   Abstract : This thesis concerns the application of different artificial neural network architectures on the classification of multivariate accelerometer time series data into activity classes such as sitting, lying down, running, or walking. There is a strong correlation between increased health risks in children and their amount of daily screen time (as reported in questionnaires). READ MORE

3. 2. A PDE PERSPECTIVE ON CLIMATE MODELING

   University essay from KTH/Matematik (Inst.)

   Author : Sofia Broomé; Jonathan Ridenour; [2014]
   Keywords : ;

   Abstract :   This report will provide an overview of climate modeling from a mathematical perspective, particularly with respect to the use of partial differential equations. A visit to the Swedish Meterological and Hydrological Institute's Rossby Center for climate research in Norrkoping, Sweden, is at the foundation of our investigations. READ MORE