Typically association rule mining only considers positive frequent itemsets in rule generation, where rules involving only the presence of items are generated. In this paper we consider the complementary problem of negative association rule mining, which generates rules describing the absence of itemsets from transactions. We describe a new approach called MINR (Mining Interesting Negative Rule...

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In this paper 1 we are concerned in looking at different ways for calculating the strength of Association Rules in Market Basket data. The significance of Association rules is measured via support and confidence and the way they are used to identify the rules in a particular transaction of the form, “When a customer buys items A&B also buys item C”. The first part of this paper illustrates the ...

Narrowing down the computational space is a key factor in improving the efficiency of an association rule mining system. One approach to achieve this is to let the user guide the association rule mining process by enabling the user to specify the types of association rules that he/she might be interested in. Instead of computing all that can be computed, the system limits its association rule m...

late-onset alzheimer's disease (ad), a genetically heterogeneous neurodegenerative disorder, is the most common form of dementia in people over 65 years old. the role of vitamin d in neuropsychiatric and neurodegenerative disorders such as ad has been supported by epidemiologic investigations and animal models, as well. we examined the association of the vitamin d receptor (vdr) gene polymorphi...

mucormycosis is a rare opportunistic fungal infection that can implicate cranial sinuses, brain, lungs, gastrointestinal tract and skin. although it can occur in patients with competent and incompetent immunity such as patients with diabetes mellitus, lymphoma, leukemia and burns, but it has an aggressive, malignant and lethal course in patients with incompetent immunity. to enforce the importa...

the purpose of this descriptive correlational study was to determine problems and success factors among members of water user associations (wuas) in moqan, tajan and varamin areas in northern iran. the population consisted of farmers who were members of water user associations (n= 2,500). using simple random sampling procedure, 262 farmers were selected for the study. a researcher made structur...

Once upon a time, as all the best children’s stories begin, a lot of clever geneticists began a huge hunt for the “asthma gene.” At first they thought they had found it, but then more andmore of the hunters found different “asthma genes,” and sometimes some gene hunters could not find the gene that previous hunters thoughtwas thekeyone. Life becamemore and more confusing, and the root causes, w...

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The paper gives an overview of privacy preserving in association rule mining techniques. In this paper, all the present privacy preserving using association rule hiding techniques are discussed. This paper also proposes a classification hierarchy that sets the basis for analyzing the work which has been performed in this context. A detailed review of the work accomplished in this area is also g...