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Human Activity Sensing

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Cover of 'Human Activity Sensing'

Table of Contents

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    Book Overview
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    Chapter 1 Optimizing of the Number and Placements of Wearable IMUs for Automatic Rehabilitation Recording
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    Chapter 2 Identifying Sensors via Statistical Analysis of Body-Worn Inertial Sensor Data
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    Chapter 3 Compensation Scheme for PDR Using Component-Wise Error Models
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    Chapter 4 Towards the Design and Evaluation of Robust Audio-Sensing Systems
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    Chapter 5 A Wi-Fi Positioning Method Considering Radio Attenuation of Human Body
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    Chapter 6 Drinking Gesture Recognition from Poorly Annotated Data: A Case Study
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    Chapter 7 Understanding How Non-experts Collect and Annotate Activity Data
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    Chapter 8 A Multi-media Exchange Format for Time-Series Dataset Curation
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    Chapter 9 OpenHAR: A Matlab Toolbox for Easy Access to Publicly Open Human Activity Data Sets—Introduction and Experimental Results
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    Chapter 10 MEASURed: Evaluating Sensor-Based Activity Recognition Scenarios by Simulating Accelerometer Measures from Motion Capture
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    Chapter 11 Benchmark Performance for the Sussex-Huawei Locomotion and Transportation Recognition Challenge 2018
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    Chapter 12 Bayesian Optimization of Neural Architectures for Human Activity Recognition
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    Chapter 13 Into the Wild—Avoiding Pitfalls in the Evaluation of Travel Activity Classifiers
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    Chapter 14 Effects of Activity Recognition Window Size and Time Stabilization in the SHL Recognition Challenge
  16. Altmetric Badge
    Chapter 15 Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge
Attention for Chapter 13: Into the Wild—Avoiding Pitfalls in the Evaluation of Travel Activity Classifiers
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Chapter title
Into the Wild—Avoiding Pitfalls in the Evaluation of Travel Activity Classifiers
Chapter number 13
Book title
Human Activity Sensing
Published by
Springer, Cham, January 2019
DOI 10.1007/978-3-030-13001-5_13
Book ISBNs
978-3-03-013000-8, 978-3-03-013001-5
Authors

Peter Widhalm, Maximilian Leodolter, Norbert Brändle, Widhalm, Peter, Leodolter, Maximilian, Brändle, Norbert