110 citations · 110 across the 1 of their papers we have counts for
3 papers
Quantum ensemble of trained classifiers
Ismael C. S. Araujo, Adenilton J. da Silva
Through superposition, a quantum computer is capable of representing an exponentially large set of states, according to the number of qubits available. Quantum machine learning is…
Validation of the rapid detection approach for enhancing the electronic nose systems performance, using different deep learning models and support vector machines
Juan C. Rodriguez Gamboa, Adenilton J. da Silva, Ismael C. S. Araujo +2
Real-time gas classification is an essential issue and challenge in applications such as food and beverage quality control, accident prevention in industrial environments, for inst…
Quantum enhanced cross-validation for near-optimal neural networks architecture selection
Priscila G. M. dos Santos, Rodrigo S. Sousa, Ismael C. S. Araujo +1
This paper proposes a quantum-classical algorithm to evaluate and select classical artificial neural networks architectures. The proposed algorithm is based on a probabilistic quan…