Ranks of Disparity: New approach fixes flaw in fairness algorithms

As organizations increasingly rely on algorithms to rank candidates for jobs, university spots, and financial services, a new ...
IEEE

A Multi-objective Evolutionary Algorithm with Symmetrical Uncertainty Crossover Operator for Feature Selection in Disease Classification

Abstract: Feature selection plays an important role in the classification and prediction of disease datasets, and it can be established as a multi-objective optimization problem. Nowadays, ...
IEEE

LASSO-mCGA: Machine Learning and Modified Compact Genetic Algorithm-Based Biomarker Selection for Breast Cancer Subtype Classification

Abstract: Breast cancer is the most common cancer type among females and is one of the leading causes of death worldwide. Being a heterogeneous disease, subtyping breast cancer plays a vital role in ...