DeepFit: Deep Learning Based Fitness Center Equipment Use Prediction
Introduction According to the US department of Health and Human Services, “Physical activity, along with proper nutrition, is beneficial to
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Deep Learning
DeepChannel: Deep Learning based Wireless Channel Prediction
Introduction Accurately modeling and predicting wireless channel quality variations is essential for a number of networking applications such as scheduling
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SWaP: Probabilistic Graphical and Deep Learning Models for Water Consumption Prediction
Introduction With climate change exacerbating extreme weather conditions including droughts and famines, understanding and predicting human water consumption is critical
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Recurrent Neural Networks (RNN)
Introduction Recurrent Neural Networks (RNNs) are one of the most popular neural network architecture. RNNs have been shown to provide
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