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Author

A. M. Hirzan

2 papers indexed here

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Open access 2026

Cross-Dataset Reliability of Random Forest Phishing URL Detection under Heterogeneous Feature Representations: Implications for Cybersecurity Decision-Making

Phishing URL detectors are commonly evaluated using training and test samples drawn from the same dataset, a practice that can overstate reliability when operational data differ in source, collection period, class composition or feature-generation process. This study evaluates Random Forest transferability under within...

N. Bahaman, Sarah Aqilah Arun, Erman Hamid et al. · 0 citations
Open access Aug 2026

A Precision Agriculture Framework for Strawberry Cultivation Using IoT-based Soil Moisture Monitoring and Tsukamoto Fuzzy Inference

Strawberry cultivation requires precise soil moisture management to maintain optimal growth conditions and prevent yield reduction. Traditional manual monitoring and irrigation methods are labor-intensive, time-consuming, and prone to inefficiencies that may result in crop failure. This study presents a precision agric...

A. F. Daru, A. M. Hirzan, Dewi Cahyaningrum et al. · 0 citations

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