Artificial Intelligence and Pattern Recognition Using Data Mining Algorithms

被引:0
|
作者
Al-Shamiri, Abdulkawi Yahya Radman [1 ,2 ]
机构
[1] Hodeidah Univ, Sch Comp Sci & Engn, Dept Comp Sci, Al Hodeidah, Yemen
[2] Hefei Univ Technol HFUT, Sch Comp Sci & Informat Engn, Dept Comp Applicat Technol, Hefei, Peoples R China
关键词
Data Mining; Classification Algorithms; Regression Algorithms; Association Rules Algorithms; Clustering Algorithms; Steps of Data Mining Process;
D O I
10.22937/IJCSNS.2021.21.7.26
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, with the existence of huge amounts of data stored in huge databases, the need for developing accurate tools for analyzing data and extracting information and knowledge from the huge and multi-source databases have been increased. Hence, new and modern techniques have emerged that will contribute to the development of all other sciences. Knowledge discovery techniques are among these technologies, one popular technique of knowledge discovery techniques is data mining which aims to knowledge discovery from huge amounts of data. Such modern technologies of knowledge discovery will contribute to the development of all other fields. Data mining is important, interesting technique, and has many different and varied algorithms; Therefore, this paper aims to present overview of data mining, and clarify the most important of those algorithms and their uses.
引用
收藏
页码:221 / 232
页数:12
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