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

Author

Patah Herwanto

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Conference Aug 2026

Handling Class Imbalance in Routine Customer Classification Using Oversampling Techniques in Grocery Retail

Routine customers are crucial for the sustainability of grocery retail services; however, the number of those who make regular repeat purchases is relatively less than those who do not shop regularly. This difference creates class imbalance in the classification of customer data, a condition that can lead models to bec...

I. D. Sudirman, Patah Herwanto · 0 citations
Review Open access Aug 2026

Integration of Enterprise Resource Planning (ERP) with Artificial Intelligence- and Data Analytics-Based Predictive Maintenance: A Systematic Literature Review Using the PRISMA Method

A Systematic Literature Review using the PRISMA protocol to map the current state of ERP integration with AI-based predictive maintenance shows that the dominant AI methods are Long Short-Term Memory and ensemble learning, often combined with Digital Twin technology.

Habib Akmal Abhirama, Patah Herwanto · 0 citations

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