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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Rumadi Rumadi

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2 papers indexed here

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Conference Sep 2026

A Comparative Study of Machine Learning Regression Models for Predicting Remote Worker Productivity: Accuracy, Robustness, Efficiency, and Interpretability

Remote and hybrid work has become the norm, yet the tools organizations use to gauge employee productivity have not kept pace, leaving many to lean on indirect proxies of uneven accuracy. This study investigates whether present-day Machine Learning (ML) regression can reliably measure and forecast remote-worker product...

Hengki Muradi, Rumadi Rumadi, Satrio Adi Priyambada et al. · 0 citations
Open access Sep 2026

Student Mental Health Risk Classification Using Random Forest and BERTopic: A Tabular and Text Analysis Approach

Student mental health has become a critical issue affecting academic performance and quality of life. Many previous studies have only used numerical data and have not explored textual data that reflects students' subjective conditions. This study develops a classification model using Random Forest on tabular data to pr...

Fairuz Arya Bagus Pramana Arya, Rumadi Rumadi, Dian Anggraini · 0 citations

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