Efficient Selection of Data Mining Method

• Main Authors: Mirela Danubianu, Tiberiu Socaciu
• Format: Article
• Language: English
• Published: Eftimie Murgu University of Resita 2011-10-01
• Series: Analele Universităţii "Eftimie Murgu" Reşiţa: Fascicola I, Inginerie
• Subjects: data mining; expert system
• Online Access: http://anale-ing.uem.ro/2011/C14.pdf

Data mining tools can access large amounts of data and find patterns that can solve various problems, often with surprising solutions. We have analyzed the data mining methods, techniques and algorithms with their characteristics, with their advantages and weakness. Taking into account the tasks to be resolved in order to discover the different types of knowledge, the kind of databases to work on and the type of data, as well as the area for which on desire the implementation of the data mining system we have try to find a way to efficiently choose the proper methods in a given situation. ExpertDM system has the aim to find the best data mining methods for solving a task and specifying the transformation which need to be made for bringing the data at a proper form for applying these methods.