Database/Data Mining

The area includes both fundamental and applied research in database management, data mining, and data warehousing. Faculty research includes database and data warehouse; data mining methodologies and applications, specifically privacy preserving data mining, anomaly detection, spatial data mining, and data mining for digital government; data integration; and mobile databases. Research has been conducted in application areas such as cyber security, GIS, healthcare, and digital government.

Faculty with a primary interest in Database/Data Mining

Zhiyuan Chen (zhchen@umbc.edu) [Associate Professor]

database systems and data mining, including privacy preserving data mining, data exploration and navigation, data integration, XML, automatic database administration, and database compression

Aryya Gangopadhyay (gangopad@umbc.edu) [Professor]

Chair
privacy preserving data mining, knowledge discovery in structured and unstructured data, health information systems

Vandana Janeja (vjaneja@umbc.edu) [Assistant Professor]

spatial data mining, anomaly detection, disease informatics, data mining for e-government and homeland security applications

Ashish Joshi (asjoshi@umbc.edu) [Adjunct Research Assistant Professor]

health care informatics, designing and evaluating tele-health systems for chronic disease management, analyses of large clinical, administrative health care databases

George Karabatis (georgek@umbc.edu) [Associate Professor]

Graduate Programs Director for IS
database systems, semantic integration of enterprise systems, data integration, mobile data management

A. Gunes Koru (gkoru@umbc.edu) [Associate Professor]

health information technology, privacy, data mining, measurement, quality improvement, project management, and open source systems

Bin Zhou (bzhou@umbc.edu) [Assistant Professor]

privacy preserving data publishing and data mining, web search and mining, social network analysis, database systems