Course Description

This course provides knowledge discovery tools to process complex and textual data. We introduce methods for data mining (sequences, graphs) and textual classification and mining (pattern structures, analysis of relational concepts, exploratory data mining, skylines). We also discuss techniques of information retrieval that involve the use of unsupervised learning methods for classification (like k-means) as well as latent semantic analysis in texts (LSA).