Optimizing the Discovery of Stunting Time Series Rules Using the Rule Base Time Series (RBT) and J-measure Methods

Healthy, smart workers are important for competitiveness in the fourth Industrial Revolution. For human resources must assist human resources. Malnutrition affects 767.9 million people worldwide, and Unicef expects it to grow by 2021. This indicates the world still fights hunger and malnutrition. The WHO estimates that malnutrition is a global health threat. Malnutrition kills 3.1 million kids annually. The amount comes from annual deaths. Identifying stunters is key to eliminating stunting. Expected results can be possibilities for early prevention. Processing time series shortening data with RBT and J-measure. Surgery proceeds this way. After converting time series patterns into rules, J-measure ranks the best rule. RBT records this process's time series. A stunting prediction rule with 54% confidence and 1.04 J-measure was found.

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Published
2024-10-28
DOI
https://doi.org/10.1109/icocsim65098.2024.00046
Primary Topic
Multi-Criteria Decision Making
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article
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article

Optimizing the Discovery of Stunting Time Series Rules Using the Rule Base Time Series (RBT) and J-measure Methods

Ferda Ernawan, Tanty Oktavia, Relita Buaton, Zinggara Hidayat et al.
Multi-Criteria Decision Making
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Optimizing the Discovery of Stunting Time Series Rules Using the Rule Base Time Series (RBT) and J-measure Methods

Ferda Ernawan, Tanty Oktavia, Relita Buaton, Zinggara Hidayat, Muhammad Zarlis
article en

Abstract

Healthy, smart workers are important for competitiveness in the fourth Industrial Revolution. For human resources must assist human resources. Malnutrition affects 767.9 million people worldwide, and Unicef expects it to grow by 2021. This indicates the world still fights hunger and malnutrition. The WHO estimates that malnutrition is a global health threat. Malnutrition kills 3.1 million kids annually. The amount comes from annual deaths. Identifying stunters is key to eliminating stunting. Expected results can be possibilities for early prevention. Processing time series shortening data with RBT and J-measure. Surgery proceeds this way. After converting time series patterns into rules, J-measure ranks the best rule. RBT records this process's time series. A stunting prediction rule with 54% confidence and 1.04 J-measure was found.

Universiti Malaysia Pahang Al-Sultan Abdullah (MY), Binus University (ID), Gunadarma University (ID)
Openalex Percentile: Top 63%
Multi-Criteria Decision Making
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