In this paper we study a parallel version of the Ant Colony Decision Trees (ACDT) algorithm developed for constructing decision trees. Decision tree induction ...
Abstract. In this paper, a novel decision tree construction algorithm that utilizes the Ant Colony Optimization (ACO) is presented. The ACO.
In this paper we study a parallel version of the Ant Colony Decision Trees (ACDT) algorithm developed for constructing decision trees. Decision tree induction ...
This chapter presents some concepts pertaining to a hybrid approach to classification and clustering by combining standard algorithms, such as those ...
In this paper, a novel decision tree construction algorithm that utilizes the Ant Colony Optimization (ACO) is presented. The ACO is a population based ...
The main idea of this paper is to speed up the tree construction process by dividing the population of ants into subpopulations for which calculations are ...
This article merges the methods that have been developed for better construction of decision trees by ants. The ACDT approach is tested in the context of the bi ...
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In this chapter we analyze adaptive and self-adaptive methods for improving performance of ant colony decision trees and forests. Our goal is to present and ...
This article merges the methods that have been developed for better construction of decision trees by ants. The ACDT approach is tested in the context of the bi ...
Heterarchy in constructing decision trees–parallel ACDT. U Boryczka, J Kozak, R Skinderowicz. Transactions on Computational Collective Intelligence X, 177-192 ...