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Activity Learning

Discovering, Recognizing and Predicting Human Behavior from Sensor Data

Activity Learning Image

Book Details:

Publisher:Wiley-Blackwell
Series: Wiley , Learning
Author:Diane J. Cook
Edition:1
ISBN-10:111889376X
ISBN-13:9781118893760
Pages:288
Published:Apr 21 2015
Posted:Apr 09 2017
Language:English
Book format:PDF
Book size:3.59 MB

Book Description:

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 indepth look at computational approaches to activity learning from sensor data. Each chapter is constructed to provide practical, stepbystep 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 behaviorbased 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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