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

Author

Wiwin Sulistyo

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Conference Sep 2026

Multiclass Outcome Analysis of Tuberculosis Clinical Care Pathways Using National Healthcare Claims Data and Machine Learning

Healthcare insurance claims data can be utilized to analyze service outcomes at the population level; however, their use in predictive modeling still faces challenges related to extreme class imbalance and potential data leakage. This study develops a leakage-aware machine learning pipeline for multiclass classificatio...

Marion Erwin Dien, Irwan Sembiring, Wiwin Sulistyo · 0 citations
Open access Jul 2026

Information Security Governance Model for Higher Education Based on ISO/IEC 27001:2022 and COBIT 2019

Higher education institutions manage large volumes of sensitive information, including personal data of students and staff, research data, financial records, and operational information. The increasing number of cyber incidents affecting universities, both globally and in Indonesia, indicated the need for a more struct...

Neonatal March Parera, Wiwin Sulistyo, J. Tambotoh · 0 citations

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