most citedA Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)

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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…