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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Adhelia Wida Khaidir

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2 papers indexed here

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Open access Jul 2026

A Comparative Evaluation of Various Imputation Methods for LSTM-Based Climatological Time Series Forecasting

It is demonstrated that imputation effectiveness depends on alignment with missingness structure rather than methodological complexity, providing evidence-based guidance for robust environmental time-series forecasting.

D. Thifal, Aji Prasetya Wibawa, Adelia Eka Putri et al. · 0 citations
Open access Jul 2026

Assessing the Effectiveness of Statistical and Temporal Imputation Methods for Bi-LSTM-Based Forecasting on Environmental and Climate Time Series Data

Time series data in climatology and environmental research are highly susceptible to missing values that can disrupt temporal structures and degrade forecasting performance. This study evaluates the effectiveness of several imputation methods in improving the predictive performance of a Bidirectional Long Short-Term Me...

Adelia Desyana Eka Putri, Aji Prasetya Wibawa, Adelia Khansa Ristiaputri et al. · 0 citations

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