KNN-Imputed dataset for activity recognition with missing data scenario: MNAR

This dataset was created by applying KNN-based imputation to missing data in smart bracelet measurements collected during activities such as walking, running, climbing stairs, and resting. The missing data was introduced under Missing Not at Random (MNAR) scenario.

Publication Details

Journal
Figshare
Published
2024-11-13
DOI
https://doi.org/10.6084/m9.figshare.27702828
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
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article

KNN-Imputed dataset for activity recognition with missing data scenario: MNAR

Figshare
Context-Aware Activity Recognition Systems
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KNN-Imputed dataset for activity recognition with missing data scenario: MNAR

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Abstract

This dataset was created by applying KNN-based imputation to missing data in smart bracelet measurements collected during activities such as walking, running, climbing stairs, and resting. The missing data was introduced under Missing Not at Random (MNAR) scenario.

Figshare
Openalex Percentile: Top 65%
Context-Aware Activity Recognition Systems
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KNN-Imputed dataset for activity recognition with missing data scenario: MNAR · Figshare (2024) | TGRS Research Map | TGRS