The course covers data mining techniques: Data, problems, applications. General data analysis and processing techniques. Data categorization algorithms (decision trees, statistical techniques). Data categorization algorithms for multidimensional data and time series. Data grouping techniques. Techniques for finding correlations in multidimensional data and in relational data. Applications of data mining techniques in internet search problems and in biomedical problems.
"Introduction to Data Mining", Tan Pang -Ning, Steinbach Michael, Kumar Vipin, 2010, ΤΖΙΟΛΑ, ISBN: 978-960-418-162-9