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Listar por palabra clave "Time Series Prediction"

Mostrando ítems 1-2 de 2

A Bayesian Generative Adversarial Networks (GAN) to Generate Synthetic Time-Series Data, Application In Combined Sewer Flow Prediction

Bakhshipour, Amin; Koochali, Alireza; Dittmer, Ulrich; Haghighi, Ali; Ahmed, Sheraz; Dengel, Andreas (Editorial Universitat Politècnica de València, 2024-03-06)

[EN] Despite various breakthroughs of machine learning and data analysis techniques for improving smart operation and management of urban water infrastructures, some key limitations obstruct this progress. Among these ...
Data frequency and forecast performance for stock markets: A deep learning approach for DAX index

Mendes, Diana A.; Ferreira, Nuno; Mendes, Vivaldo (Editorial Universitat Politècnica de València, 2023-09-22)

[EN] Due to non-stationary, high volatility, and complex nonlinear patterns of stock market fluctuation, it is demanding to predict the stock price accurately. Nowadays, hybrid and ensemble models based on machine learning ...

Mostrando ítems 1-2 de 2