Why fuzzy decision trees are good rankers

E Hüllermeier, S Vanderlooy - IEEE Transactions on Fuzzy …, 2009 - ieeexplore.ieee.org
Several fuzzy extensions of decision tree induction, which is an established machine-
learning method, have already been proposed in the literature. So far, however, fuzzy …

Fuzzy isolation forest for anomaly detection

M Chater, A Borgi, MT Slama, K Sfar-Gandoura… - Procedia Computer …, 2022 - Elsevier
Anomaly detection is nowadays a key data mining task. Anomaly detection methods
generally look for patterns of” normal” profile and then identify data points that do not match …

Weather-based solar energy prediction

M Detyniecki, C Marsala, A Krishnan… - … Conference on Fuzzy …, 2012 - ieeexplore.ieee.org
Photovoltaic solar panels are effective energy sources during periods of bright sunlight.
Excess energy can be stored for later use at night or on cloudy days. The decision to use the …

Using a fuzzy approach to support financial analysis in the corporate acquisition process

RT McIvor, AG McCloskey, PK Humphreys… - Expert Systems with …, 2004 - Elsevier
In the global market place, many companies have had to adapt their strategies to meet
significant challenges. A strategy adopted by some companies has been international …

Closed strings in Misner space: Cosmological production of winding strings

M Berkooz, B Pioline, M Rozali - Journal of Cosmology and …, 2004 - iopscience.iop.org
Misner space, also known as the Lorentzian orbifold, is one of the simplest examples of a
cosmological singularity in string theory. In this work, the study of weakly coupled closed …

Fuzzy data mining and management of interpretable and subjective information

C Marsala, B Bouchon-Meunier - Fuzzy Sets and Systems, 2015 - Elsevier
Fuzzy set theory offers an important contribution to data mining leading to fuzzy data mining.
It enables the management of interpretable and subjective information in both input and …

Data mining with ensembles of fuzzy decision trees

C Marsala - … on Computational Intelligence and Data Mining, 2009 - ieeexplore.ieee.org
In this paper, a study is presented to explore ensembles of fuzzy decision trees. First of all, a
quick recall of the state of the art related to ensembles of (fuzzy) decision trees in Machine …

[PDF][PDF] Real life applications of fuzzy decision tree

K Sachdeva, M Hanmandlu, A Kumar - International Journal of Computer …, 2012 - Citeseer
ABSTRACT Fuzzy Decision Tree is becoming increasingly significant as it is applied to
areas of different platforms in real life. This paper gives an overview of the applications of …

Intuitionistic fuzzy decision trees-a new approach

P Bujnowski, E Szmidt, J Kacprzyk - … 2014, Zakopane, Poland, June 1-5 …, 2014 - Springer
LNAI 8467 - Intuitionistic Fuzzy Decision Trees - A New Approach Page 1 Intuitionistic Fuzzy
Decision Trees - A New Approach Paweł Bujnowski, Eulalia Szmidt, and Janusz Kacprzyk …

Real-world fuzzy logic applications in data mining and information retrieval

B Bouchon-Meunier, M Detyniecki, MJ Lesot… - Fuzzy Logic: A Spectrum …, 2007 - Springer
This chapter focuses on real-world applications of fuzzy techniques for information retrieval
and data mining. It gives a presentation of the theoretical background common to all …