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» An Approach to Generation of Decision Rules
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IJAR
2010
189views more  IJAR 2010»
15 years 4 months ago
A fuzzy random forest
Following Breiman’s methodology, we propose a multi-classifier based on a “forest” of randomly generated fuzzy decision trees, i.e., a Fuzzy Random Forest. This approach co...
Piero P. Bonissone, José Manuel Cadenas, M....
RSCTC
2000
Springer
140views Fuzzy Logic» more  RSCTC 2000»
15 years 10 months ago
Temporal Templates and Analysis of Time Related Data
In the paper we investigate the problem of analysis of time related information systems. We introduce notion of temporal templates, i.e. homogeneous patterns occurring in some peri...
Piotr Synak
EUSFLAT
2001
103views Fuzzy Logic» more  EUSFLAT 2001»
15 years 7 months ago
The importance of learning in fuzzy systems
One of the superior capabilities of fuzzy systems is that they can use the information expressed in a linguistic pattern. Though most fuzzy systems, have been formed to emulate hu...
Ahmad Lotfi
ACSAC
1999
IEEE
15 years 10 months ago
An Application of Machine Learning to Network Intrusion Detection
Differentiating anomalous network activity from normal network traffic is difficult and tedious. A human analyst must search through vast amounts of data to find anomalous sequenc...
Chris Sinclair, Lyn Pierce, Sara Matzner
JSS
2006
99views more  JSS 2006»
15 years 6 months ago
Automatic generation of assumptions for modular verification of software specifications
Model checking is a powerful automated technique mainly used for the verification of properties of reactive systems. In practice, model checkers are limited due to the state explos...
Claudio de la Riva, Javier Tuya