20 citations · 38 across the 7 of their papers we have counts for
5 papers · 1 filter
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…
Permutation-Based Distances for Groups and Group-Valued Time Series
José M. Amigó, Roberto Dale
Permutations on a set, endowed with function composition, build a group called a symmetric group. In addition to their algebraic structure, symmetric groups have two metrics that a…
Applications of Entropy in Data Analysis and Machine Learning: A Review
Salomé A. Sepúveda Fontaine, José M. Amigó
Since its origin in the thermodynamics of the 19th century, the concept of entropy has also permeated other fields of physics and mathematics, such as Classical and Quantum Statist…
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…