20 citations · 28 across the 4 of their papers we have counts for
4 papers
Integration of LSTM Networks in Random Forest Algorithms for Stock Market Trading Predictions
Juan C. King, Jose M. Amigo
The aim of this paper is the analysis and selection of stock trading systems that combine different models with data of different nature, such as financial and microeconomic inform…
Enhancing Forex Forecasting Accuracy: The Impact of Hybrid Variable Sets in Cognitive Algorithmic Trading Systems
Juan C. King, Jose M. Amigo
This paper presents the implementation of an advanced artificial intelligence-based algorithmic trading system specifically designed for the EUR-USD pair within the high-frequency…
Generalized synchronization in the presence of dynamical noise and its detection via recurrent neural networks
José M. Amigó, Roberto Dale, Juan C. King +1
Given two unidirectionally coupled nonlinear systems, we speak of generalized synchronization when the responder \textquotedblleft follows\textquotedblright\ the driver. Mathematic…
Blockchain Metrics and Indicators in Cryptocurrency Trading
Juan C. King, Roberto Dale, José M. Amigó
The objective of this paper is the construction of new indicators that can be useful to operate in the cryptocurrency market. These indicators are based on public data obtained fro…