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portada Activity Learning: Discovering, Recognizing, and Predicting Human Behavior From Sensor Data (Wiley Series on Parallel and Distributed Computing) (in English)
Type
Physical Book
Publisher
Author
Year
2015
Language
English
Pages
288
Format
Hardcover
ISBN13
9781118893760
Edition No.
1
Categories

Activity Learning: Discovering, Recognizing, and Predicting Human Behavior From Sensor Data (Wiley Series on Parallel and Distributed Computing) (in English)

Diane J. Cook (Author) · John Wiley & Sons Inc · Hardcover

Activity Learning: Discovering, Recognizing, and Predicting Human Behavior From Sensor Data (Wiley Series on Parallel and Distributed Computing) (in English) - Diane J. Cook

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Synopsis "Activity Learning: Discovering, Recognizing, and Predicting Human Behavior From Sensor Data (Wiley Series on Parallel and Distributed Computing) (in English)"

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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