Machine Learning Techniques for Human Activity Recognition on Smartphones

Introduction The mobile phone market has witnessed stunning growth in recent years, reaching 5.6 billion mobile connections in 2011 [1]. Mobile phones are therefore increasingly accessible to the world population and play an ever bigger role in our daily lives. The recent generation of mobile phones, so-called smart phones, ... Read more »
11 years ago

Hidden Markov Models

Hidden Markov models (HMMs) are briefly introduced and the major results are collected: Maximum likelihood inference, the Baum-Welch algorithm, and Monte-Carlo approaches. The document also contains an overview of selected HMMs that are of particular practical use. Click here. ... Read more »
15 years ago