Foundations and Trends® in Signal Processing

Volume 7, issue 3–4

Deep Learning: Methods and Applications

This monograph provides an overview of general deep learning methodology and its applications to a variety of signal and information processing tasks. The application areas are chosen with the following three criteria in mind: (1) expertise or knowledge of the authors; (2) the application areas that...
Volume 7, issue 1-2

Interactive Sensing and Decision Making in Social Networks

The proliferation of social media such as real time microblogging and online reputation systems facilitate real time sensing of social patterns and behavior. In the last decade, sensing and decision making in social networks have witnessed significant progress in the electrical engineering, comput