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

Author

Abdullahi Usman Gulumbe

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Aug 2026

An Explainable Machine Learning Framework for Predicting Student Academic Outcomes in Higher Education

This study proposes an explainable machine learning framework for predicting student academic outcomes in higher education using the Predict Students' Dropout and Academic Success dataset obtained from the UCI Machine Learning Repository.

Mubashir Haruna, Abubakar Bello Bada, Ede Ifesinachi Chizzy et al. · 0 citations
Open access Aug 2026

An Enhancing Credit Card Fraud Detection through Data Preprocessing and SMOTE-Based Class Balancing: A Comparative Evaluation of Machine Learning Models

This study compares the performance of several supervised machine learning models for fraud detection, using a unified data preprocessing pipeline, and found that ensemble learning methods generally outperform single classifiers in both accuracy and minority-class recognition.

Nafiu Yahuza, Ahmad Baita Garko, Abubakar Atiku Muslim et al. · 0 citations

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