May 27, 2017 · Evolutionary instance selection is the most accurate process comparing to other methods based on distance, such as the instance selection ...

In this paper we propose three-objective constrained optimization models to formulate instance selection wrapper and filter methods (separately) for ...

Evolutionary instance selection is the most accurate process comparing to other methods based on distance, such as the instance selection methods based on ...

Abstract—Evolutionary algorithms are adaptive methods based on natural evolution that may be used for search and optimization.

This study includes a comparison between these algorithms and other nonevolutionary instance-selection algorithms. The results show that the evolutionary ...

One straightforward way of reducing the volume of data is instance selection. Past studies have adopted evolutionary algorithm (EA) for instance selection, yet ...

Abstract Instance selection is an important research prob- lem of data pre-processing in the data mining field. The aim of instance selection is to reduce ...

Jul 5, 2022 · Ant colony optimization (ACO) algorithm performs two primary functions: boundary detection and boundary instance selection. Based on ACO, ...

1 The idea is simple and easy to incorporate into any instance selection algorithm. ... ... To keep the reduction ability as high as possible, we also introduce ...

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