Elephant Herding Optimization based Vague Association Rule Mining Algorithm
نویسندگان
چکیده
منابع مشابه
Elephant Herding Optimization based Vague Association Rule Mining Algorithm
Huge amount of data is being gathered, processed and analyzed in every sector to derive useful information. So, automated tool like data mining has evolved in order to extract information and solve the overhead in manual approach. Association rule mining which is an essential part of data mining fails to address the vague and uncertain situations. In shopping applications, traditional approach ...
متن کاملAn Optimization K-Modes Clustering Algorithm with Elephant Herding Optimization Algorithm for Crime Clustering
The detection and prevention of crime, in the past few decades, required several years of research and analysis. However, today, thanks to smart systems based on data mining techniques, it is possible to detect and prevent crime in a considerably less time. Classification and clustering-based smart techniques can classify and cluster the crime-related samples. The most important factor in the c...
متن کاملParticle swarm Optimization Based Association Rule Mining
Association rule mining is one of the widely using and simple concepts to find the frequent item sets from large number of datasets. While generating frequent item sets from a large dataset using association rule mining is not so efficient. This can be improved by using particle swarm optimization algorithm (PSO). PSO algorithm is population based evolutionary heuristic search methods used for ...
متن کاملData sanitization in association rule mining based on impact factor
Data sanitization is a process that is used to promote the sharing of transactional databases among organizations and businesses, it alleviates concerns for individuals and organizations regarding the disclosure of sensitive patterns. It transforms the source database into a released database so that counterparts cannot discover the sensitive patterns and so data confidentiality is preserved ag...
متن کاملA Model for Mining Course Information using Vague Association Rule
There are different university offering different types of courses over several years, and the biggest issue with that is how to get information to make course more effective. Association rule mining can be used to evaluate the course effectiveness and helps to look for in regards to changes in performance of the course. For Example there is a course offering different topics. We can say that t...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2017
ISSN: 0975-8887
DOI: 10.5120/ijca2017913626