16 citations
2 papers
quant-ph2024★ 16 cited
A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)
Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie +1
The paper proposes the Quantum-SMOTE method, a novel solution that uses quantum computing techniques to solve the prevalent problem of class imbalance in machine learning datasets.…
quant-ph2023★ 13 cited
Solving The Vehicle Routing Problem via Quantum Support Vector Machines
Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie
The Vehicle Routing Problem (VRP) is an example of a combinatorial optimization problem that has attracted academic attention due to its potential use in various contexts. VRP aims…