Data Mining II

5 credits

Course, Master's level, 1DL460

Autumn 2023 Autumn 2023, Uppsala, 33%, On-campus, English

Autumn 2023 Autumn 2023, Uppsala, 33%, On-campus, English For exchange students

About the course

Data mining studies effective methods to find interesting patterns in large data sets. Applications can be found in biotechnology, telecom, commerce, and the internet. This course presents advanced methods in data mining covering the fields of web data mining and search engines, spatial and temporal data mining including cluster evaluation and advanced clustering, stream-based data mining, and sequential association analysis. Additional areas include advanced association analysis, methods for large-scale data mining, introduction to outlier analysis, and methods for privacy-preserving in data mining.

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