Transaction management; query processing and optimization; organization of database systems, advanced indexing, multi-dimensional data, similarity-based analysis, performance evaluation, new database applications.

Knowledge discovery, data mining, data preprocessing, transformations, clustering, classification, frequent pattern mining, anomaly detection, and graph analysis.

This seminar course focuses on recent research results in the broader area of data analytics. There is no formal textbook for this course. We will mostly be reading and discussing recently published papers solving challenging data analytics, mining, and management problems that have appeared in top conferences.

Knowledge discovery, data mining, data preprocessing, transformations, clustering, classification, frequent pattern mining, anomaly detection, and graph analysis.