Machine learning Tag
Discover 2 stories with “Machine learning” Tag.
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 »
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 »