Andreas
Hapfelmeier,
Dipl.-Bioinf.
Research Interests:
Machine learning and data mining on medical data, predictive modeling, online learning
Awards:
Best application paper award at ICDM 2008
Activities:
- (Co-)Reviewing:
- IEEE International Conference on Data Mining (ICDM): 2008, 2009, 2010
- ACM Symposium on Applied Computing (SAC): 2009, 2010, 2011
- International Conference on Data Warehousing and Knowledge Discovery (DaWak): 2009
- International Conference on Discovery Science (DS): 2009
- European Conference on Machine Learning/European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD): 2009, 2010, 2011
- International Conference on Inductive Logic Programming (ILP): 2009
- LeGo: 2008
- SIAM International Conference on Data Mining (SDM): 2009, 2010
- International Conference on Machine Learning (ICML): 2010
Publications:
Short Scientific CV:
In my diploma project "subgroup discovery in Alzheimer data" at the TU München, I got in touch with data mining / machine learning in the area of medical data / health care. To intensify my research in this area I developed prediction models for the DxCG Gesundheitsanalytik GmbH. The task was to improve existing and find new algorithms to extract useful information from medical data. Currently, I am doing my PhD in the Machine Learning and Data Mining in Bioinformatics group, developing prediction models on huge data sets.
I am member of the CeDoSIA program.
Teaching:
- Tutor Maschinelles Lernen und Data Mining in der Bioinformatik (WS 10/11)
- Tutor Analyse strukturierter Daten in der Bioinformatik (SS 2010, SS 2011)
- Tutor Hauptseminar Bioinformatik (WS 09/10, WS 10/11)
- Tutor Proseminar Bioinformatik (SS 2009, SS 2011)
- Tutor Informatik I für Ingenieure (WS 11/12)
Programming Languages
