IEEE

Optimizing the Quantum Circuit of Quantum K-Nearest Neighbors (QKNN) Using Hybrid Gradient Descent and Golden Eagle Optimization Algorithm

Abstract: This study concentrates on the enhancement of the quantum circuit pertaining to Quantum K-Nearest Neighbors (QKNN), which is a fundamental algorithm within the domain of quantum machine ...
IEEE

Multivariate Optimization of k for k-Nearest-Neighbor Feature Selection With Dichotomous Outcomes: Complex Associations, Class Imbalance, and Application to RNA-Seq in Major ...

Abstract: Optimization of nearest-neighbor feature selection depends on the number of samples and features, the type of statistical effect, the feature scoring algorithm, and class imbalance. We ...
Scientific Research Publishing

Alebrahim, K. and Al-Ebrahim, E. (2020) Prevention, Classification and Management Review of Deep Sternal Wound Infection. The Heart Surgery Forum, 23, E652-E657.

ABSTRACT: Deep sternal wound infection (DSWI) is an uncommon yet serious postoperative complication, occurring in approximately 0.8% to 8% of patients following cardiac surgery and resulting in ...