Designing fuzzy rule based classifier using self‐organizing feature map for analysis of multispectral satellite images
نویسندگان
چکیده
منابع مشابه
Designing fuzzy rule based classifier using self-organizing feature map for analysis of multispectral satellite images
We propose a novel scheme for designing fuzzy rule based classifier. An SOFM based method is used for generating a set of prototypes which is used to generate a set of fuzzy rules. Each rule represents a region in the feature space that we call the context of the rule. The rules are tuned with respect to their context. We justified that the reasoning scheme may be different in different context...
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Designing an effective criterion for selecting the best rule is a major problem in theprocess of implementing Fuzzy Learning Classifier (FLC) systems. Conventionally confidenceand support or combined measures of these are used as criteria for fuzzy rule evaluation. In thispaper new entities namely precision and recall from the field of Information Retrieval (IR)systems is adapted as alternative...
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ژورنال
عنوان ژورنال: International Journal of Remote Sensing
سال: 2005
ISSN: 0143-1161,1366-5901
DOI: 10.1080/01431160500033419