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IoT Sensor-Based Activity Recognition

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Cover of 'IoT Sensor-Based Activity Recognition'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction on Sensor-Based Human Activity Analysis: Background
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    Chapter 2 Basic Structure for Human Activity Recognition Systems: Preprocessing and Segmentation
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    Chapter 3 Methodology of Activity Recognition: Features and Learning Methods
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    Chapter 4 Human Activity Recognition: Data Collection and Design Issues
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    Chapter 5 Devices and Application Tools for Activity Recognition: Sensor Deployment and Primary Concerns
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    Chapter 6 Sensor-Based Benchmark Datasets: Comparison and Analysis
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    Chapter 7 An Overview of Classification Issues in Sensor-Based Activity Recognition
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    Chapter 8 Performance Evaluation in Activity Classification: Factors to Consider
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    Chapter 9 Deep Learning for Sensor-Based Activity Recognition: Recent Trends
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    Chapter 10 Sensor-Based Human Activity Recognition: Challenges Ahead
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Title
IoT Sensor-Based Activity Recognition
Published by
Springer International Publishing, November 2020
DOI 10.1007/978-3-030-51379-5
ISBNs
978-3-03-051378-8, 978-3-03-051379-5
Authors

Ahad, Md Atiqur Rahman, Antar, Anindya Das, Ahmed, Masud

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