Fuzzy classification trees for data analysis

DOI10.1016/S0165-0114(01)00212-3zbMath1012.68184MaRDI QIDQ1855473

Jane Yung-jen Hsu, I-Jen Chiang

Publication date: 5 February 2003

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

zbMATH Keywords

decision makingartificial intelligenceinformation theorydecision treestree classifiersclassifications

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items (5)

Towards new directions of data mining by evolutionary fuzzy rules and symbolic regression ⋮ Discrete conditional phase-type models utilising classification trees: application to modelling health service capacities ⋮ Supervised learning algorithms for multi-class classification problems with partial class memberships ⋮ Fuzzy Decision Trees ⋮ Modelling fuzzy universal resource identifiers: a first approach

Uses Software

• C4.5

Cites Work

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• A Mathematical Theory of Communication
• Structure identification of fuzzy model
• On the handling of continuous-valued attributes in decision tree generation
• Fuzzy Decision Tree Algorithms
• A definition of a nonprobabilistic entropy in the setting of fuzzy sets theory
• The design of decision trees in the framework of granular data and their application to software quality models

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