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quant-ph2025
Quantum-Inspired Optimization Process for Data Imputation
Nishikanta Mohanty, Bikash K. Behera, Badshah Mukherjee +1
Data imputation is a critical step in data pre-processing, particularly for datasets with missing or unreliable values. This study introduces a novel quantum-inspired imputation fr…
quant-ph2025
Quantum SMOTE with Angular Outliers: Redefining Minority Class Handling
Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie
This paper introduces Quantum-SMOTEV2, an advanced variant of the Quantum-SMOTE method, leveraging quantum computing to address class imbalance in machine learning datasets without…