Kerstin Bach
Associate Professor Department of Computer Science Faculty of Information Technology and Electrical EngineeringBackground and activities
Kerstin is an associate professor in Computer Science and Artificial Intelligence. She holds a PhD in Computer Science from the University of Hildesheim, Germany. Her main research interest are data-driven decision support systems as well as knowledge-intensive Case-Based Reasoning.
Research Interest:
The main focus of her work are methods for applied artificial intelligence. While the application domains differ, we are investigating how to make knowledge and experience available through intelligent systems. Moreover, how to build systems that support complex, knowledge-intesive decisions using heterogenous data sources. Currently, among other research activities, she is the project manager of the selfBACK EU project that develops an eHealth application for low back pain patients. She enjoys discussing AI methodologies and applications with fellow researchers, but more importantly teaching it to students and bringing it into multidisciplinary projects and thereby shaping the new digital world.
In particular we are applying methods from the following research fields:
- Information Extraction
- Data Analytics and Pattern Recognition
- Case-Based Reasoning
Research Group: Data and Artificial Intelligence
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
Journal publications
- (2016) Case Representation and Similarity Assessment in the SELFBACK Decision Support System. Lecture Notes in Computer Science. vol. 9969 LNCS.
- (2016) Case representation and similarity assessment in the selfBACK decision support system. CEUR Workshop Proceedings. vol. 1670.
Report/dissertation
- (2012) Knowledge Acquisition for Case-Based Reasoning Systems. 2012. ISBN 978-3-8439-1357-7.