eBook - ePub

Activity Learning

Name: Activity Learning
Author: Diane J. Cook, Narayanan C. Krishnan

Discovering, Recognizing, and Predicting Human Behavior from Sensor Data

Diane J. Cook,

Narayanan C. Krishnan,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Activity Learning

Discovering, Recognizing, and Predicting Human Behavior from Sensor Data

Diane J. Cook,

Narayanan C. Krishnan,

Book details

Table of contents

Citations

About This Book

Defines the notion of an activity model learned from sensor data and presents key algorithms that form the core of the field

Activity Learning: Discovering, Recognizing and Predicting Human Behavior from Sensor Data provides an in-depth look at computational approaches to activity learning from sensor data. Each chapter is constructed to provide practical, step-by-step information on how to analyze and process sensor data. The book discusses techniques for activity learning that include the following:

Discovering activity patterns that emerge from behavior-based sensor data
Recognizing occurrences of predefined or discovered activities in real time
Predicting the occurrences of activities

The techniques covered can be applied to numerous fields, including security, telecommunications, healthcare, smart grids, and home automation. An online companion site enables readers to experiment with the techniques described in the book, and to adapt or enhance the techniques for their own use. With an emphasis on computational approaches, Activity Learning: Discovering, Recognizing, and Predicting Human Behavior from Sensor Data provides graduate students and researchers with an algorithmic perspective to activity learning.

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Yes, you can access Activity Learning by Diane J. Cook, Narayanan C. Krishnan in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Wiley

Year

2015

ISBN

9781119010241

Edition

Topic

Technology & Engineering

Subtopic

Electrical Engineering & Telecommunications

Index

Technology & Engineering

Cover
Series
Title Page
Copyright
Table of Contents
Preface
List of Figures
Chapter 1: Introduction
Chapter 2: Activities
Chapter 3: Sensing
Chapter 4: Machine Learning
Chapter 5: Activity Recognition
Chapter 6: Activity Discovery
Chapter 7: Activity Prediction
Chapter 8: Activity Learning in the Wild
Chapter 9: Applications of Activity Learning
Chapter 10: The Future of Activity Learning
Appendix
Bibliography
Index
Series
End User License Agreement