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Author

Amalia Utamima

2 papers indexed here

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Conference Aug 2026

The Role of AI Methods and Input Variable Selection in Time-Series Prediction for Smart Irrigation Systems

Time series forecasting is very important for monitoring soil moisture and planning irrigation in agriculture. However, empirical studies on the impact of prediction algorithms, input parameters, and optimization strategies on predictive performance are still limited. The purpose of this study is to characterize the be...

W. Sari, Erma Suryani, Amalia Utamima · 0 citations
Open access 2026

Priority-Aware Unmanned Aerial Vehicles Route Planning for Forest Fire Monitoring Using Bayesian-Tuned Hybrid Metaheuristics

Forest and land fires remain a recurring environmental challenge in large forested regions, where spatially dispersed hotspots make timely monitoring and mitigation difficult. Unmanned aerial vehicles (UAVs) provide a flexible platform for rapid aerial surveillance, but effective route planning must account for travel...

Amalia Utamima, Naufal Firjatulloh Fano · 0 citations

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