Clustering

Topic Word Set-Based Text Clustering

Clustering is the task of grouping related and similar data without any prior knowledge about the labels In some real world applications, we face hug…

KNOWLEDGE DISCOVERY FROM IRANIAN CAPITAL MARKET BY USING DATA PATTERN CLUSTERING

Time series data poses a significant variation to the traditional segmentation techniques of data miningbecause the observation is derived from multi…

Identifying the Factors Affecting the Success and Failure of E-learning Students Using Cluster Analysis

In recent years, e learning is increasingly growing, and many organizations, like universities, are seeking to implement it successfully and taking a…

A novel approach to clustering: Morphology Based Clustering

Clustering is an essential technique in some field of researches such as pattern recognition and machine learning Based on variety of datasets and ap…

A new interactive clustering method based on userbehavior pattern recognition on web

A Cluster-based Channel Assignment Algorithm in Multi-Radio Multi-Channel Wireless Mesh Networks

Recent researches show that channel assignment in Wireless Mesh Networks WMNs is a critical problem The purpose of this study is to present a channel…

Improving the Accuracy and Efficiency of the k-means clusteringusing Optimization Algorithms

Clustering is a popular data analysis and data mining technique The k means clustering algorithm is one of themost commonly used methods However, it…

Wireless sensor network lifetime improvement by utilizing a Quadrotor as the mobile base station

The Wireless Sensor Networks WSNs consist of a large number of small and cheap sensor nodes that have very limited computation and communication capa…