Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

An Approach to Intuitionistic Fuzzy Decision Trees

Authors
Pawe Bujnowski, Eulalia Szmidt, Janusz Kacprzyk
Corresponding Author
Pawe Bujnowski
Available Online June 2015.
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.177How to use a DOI?
Keywords
Classification, decision tree, fuzzy decision tree, intuitionistic fuzzy decision tree.
Abstract

An approach to construct a new classifier called an intuitionistic fuzzy decision tree is presented. Well known benchmark data is used to analyze the performance of the classifier. The results are compared to some other popular classification algorithms. Finally, the classifier behavior is verified while solving a real-world classification problem.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
Series
Advances in Intelligent Systems Research
Publication Date
June 2015
ISBN
978-94-62520-77-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.177How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Pawe Bujnowski
AU  - Eulalia Szmidt
AU  - Janusz Kacprzyk
PY  - 2015/06
DA  - 2015/06
TI  - An Approach to Intuitionistic Fuzzy Decision Trees
BT  - Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
PB  - Atlantis Press
SP  - 1253
EP  - 1260
SN  - 1951-6851
UR  - https://doi.org/10.2991/ifsa-eusflat-15.2015.177
DO  - https://doi.org/10.2991/ifsa-eusflat-15.2015.177
ID  - Bujnowski2015/06
ER  -