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Detecting Weak Signals of the Future: A System Implementation Based on Text Mining and Natural Language Processing

Griol-Barres, Israel; Milla, Sergio; Cebrián Ferriols, Antonio José; Fan, Huaan; Millet Roig, José (MDPI AG, 2020-10)

[EN] Organizations, companies and start-ups need to cope with constant changes on the market which are difficult to predict. Therefore, the development of new systems to detect significant future changes is vital to make ...
Modelling of a System for the Detection of Weak Signals Through Text Mining and NLP. Proposal of Improvement by a Quantum Variational Circuit

Griol Barres, Israel (Universitat Politècnica de València, 2022-05-30)

[ES] En esta tesis doctoral se propone y evalúa un sistema para detectar señales débiles (weak signals) relacionadas con cambios futuros trascendentales. Si bien la mayoría de las soluciones conocidas se basan en el uso ...
Variational quantum circuits for machine learning. An application for the detection of weak signals

Griol-Barres, Israel; Milla, Sergio; Cebrián Ferriols, Antonio José; Mansoori, Yashar; Millet Roig, José (MDPI AG, 2021-07)

[EN] Featured Application Quantum classifier to detect weak signals. Quantum computing is a new paradigm for a multitude of computing applications. This study presents the technologies that are currently available for the ...

Mostrando ítems 1-3 de 3