Analysis of effectiveness of apriori algorithm in medical billing data mining

U Abdullah, J Ahmad, A Ahmed - 2008 4th International …, 2008 - ieeexplore.ieee.org
Apriori algorithm has been successfully used for finding the frequent item sets in retail data.
This research is about finding associations between diagnosis and treatments. It has shown …

Mining medical data to identify frequent diseases using Apriori algorithm

M Ilayaraja, T Meyyappan - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
The data mining is a process of analyzing a huge data from different perspectives and
summarizing it into useful information. The information can be converted into knowledge …

An improved Apriori algorithm for association rules of mining

Y Wei, R Yang, P Liu - … IEEE International Symposium on IT in …, 2009 - ieeexplore.ieee.org
Apriori-the classical association rules mining algorithm is a way to find out certain potential,
regular knowledge from the massive ones. But there are two more serious defects in the …

An improved itemset generation approach for mining medical databases

K Zuhtuogullari, N Allahverdi - 2011 International Symposium …, 2011 - ieeexplore.ieee.org
Finding frequent patterns in data mining plays a significant role for finding the relational
patterns. In this study an extendable and improved itemset generation approach has been …

The role of Apriori algorithm for finding the association rules in Data mining

J Dongre, GL Prajapati… - … Conference on Issues and …, 2014 - ieeexplore.ieee.org
Now a day's Data mining has a lot of e-Commerce applications. The key problem is how to
find useful hidden patterns for better business applications in the retail sector. For the …

An approach to improve apriori algorithm based on association rule mining

C Yadav, S Wang, M Kumar - 2013 Fourth International …, 2013 - ieeexplore.ieee.org
Apriori algorithm is a popular and a classical algorithm in data mining. The main idea of this
approach is to find a useful pattern in various sets of data. The algorithm suffers from many …

An improved apriori algorithm based on association analysis

Y Jia, G Xia, H Fan, Q Zhang, X Li - 2012 Third International …, 2012 - ieeexplore.ieee.org
Association Rules Mining is an important branch of Data Mining Technology, of which
Apriori Algorithm is the most influential and classic one. After discussing and analyzing the …

The research of improved association rules mining apriori algorithm

H Wang, X Liu - 2011 eighth international conference on fuzzy …, 2011 - ieeexplore.ieee.org
This paper points out the bottleneck of classical Apriori's algorithm, presents an improved
association rule mining algorithm. The new algorithm is based on reducing the times of …

A dynamic approach for frequent pattern mining using transposition of database

S Joshi, RC Jain - 2010 Second International Conference on …, 2010 - ieeexplore.ieee.org
An Important Problem in Data Mining in Various Fields like Medicine, Telecommunications
and World Wide Web is Discovering Patterns. Frequent patterns mining is the focused …

A new improvement of Apriori Algorithm for mining association rules

D Ping, G Yongping - 2010 International Conference on …, 2010 - ieeexplore.ieee.org
Among the many mining algorithms of association rules, Apriori Algorithm is a classical
algorithm that has caused the most discussion; it can effectively carry out the mining …