[HTML][HTML] Walking Back the Data Quantity Assumption to Improve Time Series Prediction in Deep Learning
Deep learning techniques have significantly advanced time series prediction by effectively
modeling temporal dependencies, particularly for datasets with numerous observations …
modeling temporal dependencies, particularly for datasets with numerous observations …
Back to Basics: The Power of the Multilayer Perceptron in Financial Time Series Forecasting
A Lazcano, MA Jaramillo-Morán, JE Sandubete - Mathematics, 2024 - mdpi.com
The economic time series prediction literature has seen an increase in research leveraging
artificial neural networks (ANNs), particularly the multilayer perceptron (MLP) and, more …
artificial neural networks (ANNs), particularly the multilayer perceptron (MLP) and, more …