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

Author

S. Y. J. Prasetyo

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Open access Aug 2026

Development of a Composite Eutrophication Proxy Index (CEPI) Using Sentinel-2 GeoAI Time-Series for Lake Toba

Lake Toba faces increasing environmental pressure due to eutrophication, characterized by excessive algal growth and declining water quality. Conventional monitoring based on in situ measurements has spatial and temporal limitations, making it difficult to fully capture the spatial and temporal dynamics of eutrophicati...

Hardinan Sinaga, K. Hartomo, S. Y. J. Prasetyo · 0 citations
Open access Sep 2026

Comparative Evaluation of LSTM-Based Deep Learning Models for Software Effort Estimation

Software development effort estimation is a critical aspect of effective project planning, as inaccurate predictions can lead to cost overruns, schedule delays, and incomplete system implementation. This study evaluates five LSTM-based deep learning architectures—Standard LSTM, CNN-BiLSTM, Residual LSTM, LSTM-GRU, and...

Santa Margita, Eko Sediyono, S. Y. J. Prasetyo et al. · 0 citations

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