There is a need for some techniques to solve various problems in today's computing world.
Metaheuristic algorithms are one of the techniques which are capable of providing practical …

Meta-heuristics are problem-independent optimization techniques which provide an optimal
solution by exploring and exploiting the entire search space iteratively. These techniques …

This paper presents the Modified Grey Wolf Optimization (MGWO) algorithm which helps
with the identification of the symptoms of Parkinson's disease at a premature stage …

The performance of a model in machine learning problems highly depends on the dataset
and training algorithms. Choosing the right training algorithm can change the tale of a …

The whale optimization algorithm (WOA) is a prominent problem solver which is broadly
applied to solve NP-hard problems such as feature selection. However, it and most of its …

Harris Hawks Optimization (HHO) algorithm is a new metaheuristic algorithm, inspired by the
cooperative behavior and chasing style of Harris' Hawks in nature called surprise pounce …

The number and size of medical databases are rapidly increasing, and the advanced
models of data mining techniques could help physicians to make efficient and applicable …

Medical technological advancements have led to the creation of various large datasets with
numerous attributes. The presence of redundant and irrelevant features in datasets …

Heart disease is a complex disease that affects a large number of people worldwide. The
timely and accurate detection of heart disease is critical in healthcare, particularly in the field …

Disorders of the heart and blood vessels are named cardiovascular disease.'The heart's
proper functionality is of an utmost necessity for the survival of life. The death rate due to …