Incremental Fuzzy Decision Trees

Abstract. We present a new classification algorithm that combines three properties: It generates decision trees, which proved a valuable and intelligible tool for classification and generalization of data; it utilizes fuzzy logic, that provides for a fine grained description of classified items adequate for human reasoning; and it is incremental, allowing rapid alternation of classification and learning of new data. The algorithm generalizes known non

• Type: Journal
• Year: 2002
• Where: KI
• Authors: Marina Guetova, Steffen Hölldobler, Hans-Peter Störr
• Keywords: Algorithm, Artificial Intelligence, Fine Grained Description, Fuzzy Logic, KI 2002