PARALLEL AND DISTRIBUTED ASSOCIATION RULE MINING ALGORITHMS: A RECENT SURVEY
نویسندگان
چکیده
منابع مشابه
Parallel and distributed association mining: a survey
This article presents a survey of the state-of-the-art in parallel and distributed association rule mining (ARM) algorithms. This is direly needed given the importance of association rules to data mining, and given the tremendous amount of research it has attracted in recent years. This article provides a taxonomy of the extant association mining methods, characterizing them according to the da...
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88 Abstract— One of the most challenging areas in data mining is Association rule mining. Several algorithms have been developed to solve this problem. These algorithms work efficiently with static datasets. But if new records are added time to time to the datasets means if the datasets are incremental in nature, scenario of association rules may changed. Some of the new itemsets may become fre...
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Data mining [Chen et al. 1996] is the process of extracting interesting (non-trivial, implicit, previously unknown and potentially useful) information or patterns from large information repositories such as: relational database, data warehouses, XML repository, etc. Also data mining is known as one of the core processes of Knowledge Discovery in Database (KDD). Many people take data mining as a...
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Association Rule Mining (ARM) has been the area of interest for many researchers for a long time and continues to be the same. It is one of the important tasks of data mining. It aims at discovering relationships among various items in the database. The objective of this paper is to present a review on the basic concepts of ARM technique along with the recent related work that has been done in ...
متن کاملDistributed Association Rule Mining
Data mining is an iterative and interactive process that explores and analyzes voluminous digital data to discover valid, novel, and meaningful patterns (Mohammed, 1999). Since digital data may have terabytes of records, data mining techniques aim to find patterns using computationally efficient techniques. It is related to a subarea of statistics called exploratory data analysis. During the pa...
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ژورنال
عنوان ژورنال: Information Management and Computer Science
سال: 2019
ISSN: 2616-5961
DOI: 10.26480/imcs.01.2019.15.24