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Sid Shakya

affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (1)

1.

Integrating Evolutionary Algorithms with a Transformer Model for Accurate Time Series Forecasting

Number of pages: 35 Posted: 10 Jun 2025
Nouf Alkaabi, Sid Shakya and Rabeb Mizouni
Khalifa University, affiliation not provided to SSRN and Khalifa University
Downloads 57 (1,031,043)

Abstract:

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time series analysis, Transformers, Encoder, Forecasting, Evolutionary algorithms, GA, PBIL, hyperparameter tuning, neuroevolution