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Open access Sep 2026

EXPLAINABLE MACHINE LEARNING FOR PHISHING URL DETECTION USING SHAP INTERPRETATION

Phishing attacks delivered through malicious URLs represent an increasingly prevalent cyber threat capable of causing significant harm to users. Although machine-learning–based phishing detection has been widely explored, most existing models still operate as black boxes, making their classification decisions difficult...

M. Wathan, Indra Irawan, Better Swengky et al. · 0 citations
Open access Aug 2026

Prediksi Harga Pangan di Kota Pangkalpinang Menggunakan Algoritma XGBoost

Food price fluctuations are a strategic issue affecting food security and regional inflation stability. Pangkalpinang City experiences significant inflationary pressure in the food sector, highlighting the need for accurate predictive models. This study aims to develop a time series–based price prediction model for str...

Khemal Fasyah Ishaq, Riki Afriyansyah, M. Wathan · 0 citations
Open access Sep 2026

Optimizing Flood Prediction Using Machine Learning Algorithms

It is demonstrated that the K-Means and Random Forest approach can effectively support flood prediction using water-level data and provide a promising basis for developing data-driven flood monitoring and prediction systems.

M. Wathan, Md. Safaet Hossain · 0 citations

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