A quantum learning approach based on Hidden Markov Models for failure scenarios generation

no code implementations • 30 Mar 2022 • Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti

Therefore, in this paper, we will study and compare the results of HQMMs and classical Hidden Markov Models HMM on a real datasets generated from real small systems in the field of PSA.

Convex Non-negative Matrix Factorization Through Quantum Annealing

no code implementations • 28 Mar 2022 • Ahmed Zaiou, Basarab Matei, Younès Bennani, Mohamed Hibti

In the second step we use an alternative strategy between the two QUBO problems corresponding to W and G to find the global solution.