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Author

Benjamín Maraza-Quispe

2 papers indexed here

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Review 2026

A Multimodal Immersive Intervention for Artificial Intelligence Literacy and Metacognitive Self-Regulation in Pre-Service Teacher Education

This study examined differences associated with participation in a multimodal immersive instructional sequence designed to support artificial intelligence literacy and metacognitive self-regulation in pre-service teacher education. A quantitatively dominant quasi-experimental pretest–posttest design with an embedded qu...

Benjamín Maraza-Quispe, Diego Raul Coaquira-Huamaní, Mayerli Mishell Valencia-Quispe · 0 citations
Open access 2026

Explainable Machine Learning for Household Electricity Demand Forecasting Using Hybrid Residual Modeling

—This study proposes an interpretable hybrid residual learning framework for household electricity demand prediction under limited data conditions. The framework integrates statistical forecasting models with machine learning residual learners and SHapley Additive exPlanations (SHAP)-based explainability to improve pre...

Renzo Diony Ramirez-Huaracha, Melany Meylin Quispe-Gutierrez, Benjamín Maraza-Quispe · 0 citations

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