2 citations · 4 across the 7 of their papers we have counts for
7 papers
Synthetic data in cryptocurrencies using generative models
André Saimon S. Sousa, Otto Pires, Frank Acasiete +3
Data plays a fundamental role in consolidating markets, services, and products in the digital financial ecosystem. However, the use of real data, especially in the financial contex…
Exploring Quantum Neural Networks for Demand Forecasting
Gleydson Fernandes de Jesus, Maria Heloísa Fraga da Silva, Otto Menegasso Pires +3
Forecasting demand for assets and services can be addressed in various markets, providing a competitive advantage when the predictive models used demonstrate high accuracy. However…
Evolutionary-enhanced quantum supervised learning model
Anton Simen Albino, Rodrigo Bloot, Otto M. Pires +1
Quantum supervised learning, utilizing variational circuits, stands out as a promising technology for NISQ devices due to its efficiency in hardware resource utilization during the…
Evolutionary quantum feature selection
Anton S. Albino, Otto M. Pires, Mauro Q. Nooblath +1
Effective feature selection is essential for enhancing the performance of artificial intelligence models. It involves identifying feature combinations that optimize a given metric,…
Quantum computational intelligence for traveltime seismic inversion
Anton Simen Albino, Otto Menegasso Pires, Peterson Nogueira +2
Quantum computing is in its early stage of implementation. Its capacity has been growing in the last years but its application in several fields of sciences is still restricted to…
Solving partial differential equations on near-term quantum computers
Anton Simen Albino, Lucas Correia Jardim, Diego Campos Knupp +3
In this work, we obtain the numerical temperature field to a thermally developing fluid flow inside parallel plates problem with a quantum computing method. The physical problem de…
Quantum circuit synthesis of Bell and GHZ states using projective simulation in the NISQ era
O. M. Pires, E. I. Duzzioni, J. Marchi +1
Quantum Computing has been evolving in the last years. Although nowadays quantum algorithms performance has shown superior to their classical counterparts, quantum decoherence and…