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_quarto.yml
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_quarto.yml
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project:
type: book
filters:
- abstract-section
book:
title: "Human Activity Recognition with Consumer Devices and Real-Life Perspectives"
favicon: figs/book.svg
author:
- name: Miguel Matey Sanz
orcid: 0000-0002-1189-5079
email: matey@uji.es
corresponding: true
degrees:
- MSc
affiliation:
- id: uji
name: Universitat Jaume I
city: Castellón de la Plana
country: Spain
url: www.uji.es
- name: (Supervisor) Carlos Granell
orcid: 0000-0003-1004-9695
roles: supervision
degrees:
- PhD
affiliation:
- ref: uji
- name: (Supervisor) Sven Casteleyn
orcid: 0000-0003-0572-5716
roles: supervision
degrees:
- PhD
affiliation:
- ref: uji
date: now
page-footer:
left: |
*Human Activity Recognition with Consumer Devices and Real-Life Perspectives*
<br>
Licensed under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) © Miguel Matey Sanz, 2024
right: |
This book was built with ❤️ and <a href="https://quarto.org/">Quarto</a>.
background: light
search: true
repo-url: https://github.com/matey97/thesis
repo-actions: [source]
repo-link-target: blank
sidebar:
logo: figs/uji-logo.png
border: true
# style: docked
chapters:
- href: index.qmd
text: Preface
- 01_intro.qmd
- part: 02_materials-methods.qmd
chapters:
- 02.1_collection-tools.qmd
- 02.2_dataset.ipynb
- 02.3_methods.qmd
- part: 03_analysis-har.qmd
text: Multidimensional Analysis
chapters:
- 03.1_training-data.ipynb
- 03.2_data-sources.ipynb
- 03.3_models.ipynb
- part: 04_tug.qmd
text: "HAR in mHealth: TUG test"
chapters:
- 04.1_splitting-approach.ipynb
- 04.2_system-reliability.ipynb
- 04.3_energy-consumption.ipynb
- part: 05_wifi-csi.qmd
text: Wi-Fi CSI based HAR
chapters:
- 05.1_localized-har.ipynb
- 05.2_methods-validation.ipynb
- 05.3_csi-stability.ipynb
- 06_conclusions.qmd
- references.qmd
appendices:
- part: reference/index.qmd
text: Reference
chapters:
- reference/chapter2.data_loading.qmd
- reference/chapter2.exploration.qmd
- reference/chapter2.visualization.qmd
- reference/chapter3.pipeline.01_data-processing.qmd
- reference/chapter3.pipeline.02_hyperparameter-optimization.qmd
- reference/chapter3.pipeline.03_incremental-loso.qmd
- reference/chapter3.analysis.data_loading.qmd
- reference/chapter3.analysis.model.qmd
- reference/chapter3.analysis.statistical_tests.qmd
- reference/chapter3.analysis.visualization.qmd
- reference/chapter4.pipeline.01_relabel.qmd
- reference/chapter4.pipeline.02_splitting-evaluation.qmd
- reference/chapter4.analysis.data_loading.qmd
- reference/chapter4.analysis.statistical_tests.qmd
- reference/chapter4.analysis.tug_results_processing.qmd
- reference/chapter4.analysis.visualization.qmd
- reference/chapter4.analysis.battery.qmd
- reference/chapter5.pipeline.01_1_preliminar-dataset-processing.qmd
- reference/chapter5.pipeline.01_2_stanwifi-processing.qmd
- reference/chapter5.pipeline.01_3_multienvironment-processing.qmd
- reference/chapter5.pipeline.01_4_lodo-dataset-processing.qmd
- reference/chapter5.pipeline.02_hyperparameter-optimization.qmd
- reference/chapter5.pipeline.03_1_multiple-evaluations.qmd
- reference/chapter5.pipeline.03_2_cross-validation.qmd
- reference/chapter5.pipeline.03_3_lodo.qmd
- reference/chapter5.analysis.reports.qmd
- reference/chapter5.analysis.visualization.qmd
- tools.qmd
license: "CC BY-SA"
quartodoc:
package: libs
parser: google
sections:
- title: Chapter 2
#package: libs.chapter2
desc: "Defines the functions employed in the Chapter 2: Materials & Methods."
contents:
- chapter2.data_loading
- chapter2.exploration
- chapter2.visualization
- title: Chapter 3
#package: libs.chapter3
desc: "Defines the functions employed in the Chapter 3: Multidimensional analysis of ML and DL on HAR."
- subtitle: Pipeline
desc: "Functions employed to carry out the experiments."
contents:
- chapter3.pipeline.01_data-processing
- chapter3.pipeline.02_hyperparameter-optimization
- chapter3.pipeline.03_incremental-loso
- subtitle: Analysis
desc: "Functions employed to analyse the results of the experiment."
contents:
- chapter3.analysis.data_loading
- chapter3.analysis.model
- chapter3.analysis.statistical_tests
- chapter3.analysis.visualization
- title: Chapter 4
desc: "Defines the functions employed in the Chapter 4 - HAR in mHealth: TUG test using smartphones and smartwatches."
- subtitle: Pipeline
desc: "Functions employed to carry out the experiments."
contents:
- chapter4.pipeline.01_relabel
- chapter4.pipeline.02_splitting-evaluation
- subtitle: Analysis
desc: "Functions employed to analyse the results of the experiments."
contents:
- chapter4.analysis.data_loading
- chapter4.analysis.statistical_tests
- chapter4.analysis.tug_results_processing
- chapter4.analysis.visualization
- chapter4.analysis.battery
- title: Chapter 5
desc: "Defines the functions employed in the Chapter 5 - Looking into the future: Wi-Fi CSI based HAR."
- subtitle: Pipeline
desc: "Functions employed to carry out the experiments."
contents:
- chapter5.pipeline.01_1_preliminar-dataset-processing
- chapter5.pipeline.01_2_stanwifi-processing
- chapter5.pipeline.01_3_multienvironment-processing
- chapter5.pipeline.01_4_lodo-dataset-processing
- chapter5.pipeline.02_hyperparameter-optimization
- chapter5.pipeline.03_1_multiple-evaluations
- chapter5.pipeline.03_2_cross-validation
- chapter5.pipeline.03_3_lodo
- subtitle: Analysis
desc: "Functions employed to analyse the results of the experiments."
contents:
- chapter5.analysis.reports
- chapter5.analysis.visualization
bibliography: references.bib
format:
html:
reference-location: margin
execute:
warning: false
number-sections: false
mainfont: "Roboto"
monofont: "Roboto Mono"
fontsize: "15px"
header-includes: |
<link rel="stylesheet" media="screen" href="https://fonts.googleapis.com/css?family=Roboto:400,500,700" type="text/css"/>
<link rel="stylesheet" media="screen" href="https://fonts.googleapis.com/css?family=Roboto+Mono" type="text/css"/>
theme:
light: lumen
dark: darkly
code-fold: true
toc-depth: 4
#toc-expand: true
smooth-scroll: true