Obtaining and storing large amounts of data have become easier with the rapidly developing information technologies (IT). However, generated collected, which are irrelevant in themselves, useful only when they analyzed for a specific reason. Data mining may transform raw into information. In present study, classification analysis denim fabric quality characteristics according to production para...

One of the traditional rule-based classification tasks is to build a set of high quality classification rules for prediction. Traditional rule-based classification approaches can achieve high efficiency. However, some traditional rule-based classification methods usually generate few rules. They may miss some high quality rules, especially when the training data set is small. Therefore their ac...

Classification is one of the key issues in the fields of decision sciences and knowledge discovery. This paper presents a new approach for constructing a classifier, based on an extended association rule mining technique in the context of classification. The characteristic of this approach is threefold: first, applying the information gain measure to the generation of candidate itemsets; second...