Combined method of genetic programming and association rule algorithm
نویسندگان
چکیده
منابع مشابه
Rule Discovery Technique Using Genetic Programming Combined with Apriori Algorithm
Various techniques have been proposed for rule discovery using classification learning. In general, the learning speed of a system using genetic programming (GP) [1] is slow. However, a learning system which can acquire higher-order knowledge by adjusting to the environment can be constructed, because the structure is treated at the same time. On the other hand, there is the Apriori algorithm [...
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implicit and unobserved errors and vulnerabilities issues usually arise in cryptographic protocols and especially in authentication protocols. this may enable an attacker to make serious damages to the desired system, such as having the access to or changing secret documents, interfering in bank transactions, having access to users’ accounts, or may be having the control all over the syste...
15 صفحه اولOptimized Association Rule Mining Using Genetic Algorithm
The rapid development of computer technology, especially increased capacities and decreased costs of storage media, has led businesses to store huge amounts of external and internal information in large databases at low cost. In general, the rule generated by association rule mining algorithms like priori, partition, pincer-search, incremental, border algorithm etc, does not consider negation o...
متن کاملCombined Association Rule Mining
This paper proposes an algorithm to discover novel association rules, combined association rules. Compared with conventional association rule, this combined association rule allows users to perform actions directly. Combined association rules are always organized as rule sets, each of which is composed of a number of single combined association rules. These single rules consist of non-actionabl...
متن کاملExtended Genetic Programming Using Apriori Algorithm for Rule Discovery
Genetic programming (GP) usually has a wide search space and can use tree structure as its chromosome expression. So, GP may search for global optimum solution. But, in general, GP’s learning speed is not so fast. Apriori algorithm is one of algorithms for generation of association rules. It can be applied to large database. But, It is difficult to define its parameters without experience. We p...
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ژورنال
عنوان ژورنال: Applied Artificial Intelligence
سال: 2001
ISSN: 0883-9514,1087-6545
DOI: 10.1080/088395101753210764