Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach

Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach

Notebook and data to accompany the (unpublished) paper titled "Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach". This work expands a previous study, relating particulate matter concentrations and sho...

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Bibliographische Detailangaben
Hauptverfasser: Fernando, Bharana Ashen, Talebi, Shawhin, Wijeratne, Lakitha Omal Harindha, Waczak, John, Sooriyaarachchi, Vinu, Lary, David, Sadler, John, Lary, Tatiana, Lary, Matthew, Aker, Adam
Format: Dataset
Sprache:eng
Schlagworte:
biometrics
machine learning
particulate matter
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Beschreibung
Zusammenfassung:Notebook and data to accompany the (unpublished) paper titled "Gauging Size Resolved Ambient Particulate Matter Concentration Solely Using Biometric Observations: A Machine Learning and Causal Approach". This work expands a previous study, relating particulate matter concentrations and short-term biometric features across multiple participants.  Github link: https://github.com/mi3nts/DUEDARE_multiple_participants
DOI:10.5281/zenodo.10152547