Maintenance Modularity Optimization using Clustering Algorithm: Application
نویسندگان
چکیده
منابع مشابه
An 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 کاملFast Algorithm for Modularity-Based Graph Clustering
In AI and Web communities, modularity-based graph clustering algorithms are being applied to various applications. However, existing algorithms are not applied to large graphs because they have to scan all vertices/edges iteratively. The goal of this paper is to efficiently compute clusters with high modularity from extremely large graphs with more than a few billion edges. The heart of our sol...
متن کاملIntelligent application for Heart disease detection using Hybrid Optimization algorithm
Prediction of heart disease is very important because it is one of the causes of death around the world. Moreover, heart disease prediction in the early stage plays a main role in the treatment and recovery disease and reduces costs of diagnosis disease and side effects it. Machine learning algorithms are able to identify an effective pattern for diagnosis and treatment of the disease and ident...
متن کاملOptimization and Application of OPTICS Algorithm on Text Clustering
Text clustering is of great importance in data mining, information fusion, artificial intelligence and some other fields. There are many methods in literatures that can be used to classify text. Most of them require some parameters, such as the number of categories, which should be assigned in advance or estimated in classifying process. However, it is difficult to determine these quantities in...
متن کاملApplication of honey-bee mating optimization algorithm on clustering
Cluster analysis is one of attractive data mining technique that use in many fields. One popular class of data clustering algorithms is the center based clustering algorithm. K-means used as a popular clustering method due to its simplicity and high speed in clustering large datasets. However, K-means has two shortcomings: dependency on the initial state and convergence to local optima and glob...
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 Industrial Engineering
سال: 2020
ISSN: 2349-9362
DOI: 10.14445/23499362/ijie-v7i1p102