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Author

Mega Otafyani

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Open access Aug 2026

Optimization of LSTM and Linear Regression Models with Hyperparameters and Genetic Algorithm for Forest and Land Fire Risk Prediction

Forest and land fires are a serious environmental challenge in Indonesia, especially in peatland areas such as Kubu Raya Regency, West Kalimantan. This study aims to develop and compare two forest and land fire risk prediction models, namely LSTM and Linear Regression, each optimized using hyperparameters and Genetic A...

Mega Otafyani, P. Utami, Istikoma Istikoma · 0 citations

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