"The paper presents a new machine learning method of decision tree induction based on formal concept analysis (FCA). FCA is a data mining technique the output of which is a hierarchical structure of clusters extracted from data describing objects by attributes. The decision tree is derived using the structure of clusters (called concept lattice). The idea behind is to look at a concept lattice as a collection of overlapping trees. The main purpose of the paper is to explore the possibility of using FCA in the problem of decision tree induction. We present our method and provide comparisons with selected methods of decision tree induction and machine learning on testing datasets."@en . "Inducing decision trees via concept lattices"@en . . . "RIV/61989592:15310/08:00005379!RIV10-MSM-15310___" . . "Wien" . "Inducing decision trees via concept lattices" . . . "Cybernetics and Systems 2008: Proceedings of the 19th European Meeting on Cybernetics and Systems Research" . "Inducing decision trees via concept lattices"@en . . . "Austrian Society for Cybernetics Studies" . "[14755733D872]" . . . "The paper presents a new machine learning method of decision tree induction based on formal concept analysis (FCA). FCA is a data mining technique the output of which is a hierarchical structure of clusters extracted from data describing objects by attributes. The decision tree is derived using the structure of clusters (called concept lattice). The idea behind is to look at a concept lattice as a collection of overlapping trees. The main purpose of the paper is to explore the possibility of using FCA in the problem of decision tree induction. We present our method and provide comparisons with selected methods of decision tree induction and machine learning on testing datasets." . "1"^^ . "P(1ET101370417), P(GA201/05/0079), Z(MSM6198959214)" . "15310" . . . "Outrata, Jan" . "1"^^ . "Inducing decision trees via concept lattices" . . . . . . . "371930" . . "978-3-85206-175-7" . "decision trees; machine learning; concept lattice; formal concept analysis"@en . "RIV/61989592:15310/08:00005379" . "675"^^ . .