Deep Learning

Gym
  

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

Wireless Cellular Tower
  

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

Water Meter
  

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

Artificial Neural Networks
 

Recurrent Neural Networks (RNN)

Introduction Recurrent Neural Networks (RNNs) are one of the most popular neural network architecture. RNNs have been shown to provide