منابع مشابه
Fuzzy decision trees
Decision trees are arguably one of the most popular choices for learning and reasoning systems, especially when it comes to learning from discrete valued (feature based) examples. Because of the success they acquired in their area, there have been many attempts to generalize the method to better suit working with real-valued, numerical attributes, but also for missing values or even numerical o...
متن کاملLearning fuzzy decision trees
We present a recurrent neural network which learns to suggest the next move during the descent along the branches of a decision tree. More precisely, given a decision instance represented by a node in the decision tree, the network provides the degree of membership of each possible move to the fuzzy set z.Lt;good movez.Gt;. These fuzzy values constitute the core of the probability of selecting ...
متن کاملIncremental Fuzzy Decision Trees
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 ...
متن کاملFuzzy Decision Trees
The inductive learning methodology known as decision trees, concerns the ability to classify objects based on their attributes values, using a tree like structure from which decision rules can be accrued. In this article, a description of decision trees is given, with the main emphasis on their operation in a fuzzy environment. A first reference to decision trees is made in Hunt et al. (1966), ...
متن کاملNeuro-Fuzzy Classification and Regression Trees
The terminal nodes of a binary tree classifier represent discrete classes to be recognized. In this paper the classes are considered to be fuzzy sets in which a specific sample can belong to more than one class with different degrees of membership. The terminal nodes is this case will contain information about the degrees to which test samples belong to particular classes. This will allow the d...
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ژورنال
عنوان ژورنال: International Journal of Neural Systems
سال: 2006
ISSN: 0129-0657,1793-6462
DOI: 10.1142/s0129065706000718