Knowledge Discovery, 5–10 cr

Steps in the process of knowledge discovery: data preprocessing, data mining, postprocessing and knowledge utilisation. Preprocessing: data cleaning, integration, transformation and reduction. Data mining tasks and methods: association analysis, classification and clustering. Postprocessing: knowledge evaluation, interpretation and visualisation. Examples of knowledge discovery systems and practical application areas. Knowledge discovery and data management. Possibly other selected topics in knowledge discovery.