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The main aim of this book is to provide some of research findings in the field of data mining. It provides the research awareness in association rule mining, classification and indirect association rules. It emphasizes on different types of association rules (positive and negative association rules) and also covers indirect association rules. classification based on positive and negative association rules has been presented.