Exploring Effective Sensing Indicators of Loneliness For Elderly Community in US and Japan

Author:

Ji Xiayan1ORCID,Yuh Ahhyun1ORCID,Erdélyi Viktor2ORCID,Mizumoto Teruhiro3ORCID,Choi Hyonyoung4ORCID,Harrison Sean Lee5ORCID,Cho Emma6ORCID,Weimer James7ORCID,Nagahara Hajime2ORCID,Higashino Teruo8ORCID,Demiris George6ORCID,Sokolsky Oleg1ORCID,Lee Insup6ORCID

Affiliation:

1. Computer and Information Science, University of Pennsylvania, United States

2. Osaka University, Japan

3. Chiba Institute of Technology, Japan and Osaka University, Japan

4. Computer Information and Science, University of Pennsylvania, United States

5. Biobehavioral Health Sciences/ School of Nursing, University of Pennsylvania, United States

6. University of Pennsylvania, United States

7. Vanderbilt University, United States

8. Kyoto Tachibana University, Japan and Osaka University, Japan

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference48 articles.

1. 2021. RandomForestRegressor — scikit-learn 0.24.2 documentation. https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html#sklearn.ensemble.RandomForestRegressor.feature_importances_ Accessed: 2023-10-11.

2. 2023. SwitchBot. https://us.switch-bot.com/ Accessed: 10/11/2023.

3. 2023. TileTag. https://www.tile.com/ Accessed: 10/11/2023.

4. 2023. Withings. https://www.withings.com/ Accessed: 10/11/2023.

5. Permutation importance: a corrected feature importance measure

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