Heiko Müller

Forschung

Data Cleansing and Data Quality

• Data Cleansing of Genome Data

Data Integration

• Integration of Genome Databases: db.bio and COLUMBA
• Conflicts in Data Integration

Publikationen

2006

• Describing Differences between Databases
  Heiko Müller, Johann-Christoph Freytag, Ulf Leser
  ACM 15th Conference on Information and Knowledge Management (CIKM), Arlington, VA, USA, 2006, 2006/11 (pdf)

• On the Distance of Databases (Abstract)
  Heiko Müller, Ulf Leser, Johann-Christoph Freytag
  HUB-IB-199, Humboldt University Berlin, March 2006, 2006/03 (pdf)

• Classification of Contradiction Patterns
  Heiko Müller, Ulf Leser, Johann-Christoph Freytag
  30th Annual Conference of the German Classification Society (GfKl), Berlin, 2006, 2006/03 (pdf)

2005

• Erkennen und Bereinigen von Datenfehlern in naturwissenschaftlichen Daten
  Heiko Müller, Melanie Weis, Jens Bleiholder, Ulf Leser
  Datenbank-Spektrum, Heft 15, November 2005, 26-35 (in german), 2005/11 (pdf)

• Ein Data-Quality-Wettbewerb
  Michael Mielke, Heiko Müller, Felix Naumann
  Datenbank-Spektrum, Heft 14, August 2005, 34-37 (in german), 2005/08

• Columba: An Integrated Database of Proteins, Structures, and Annotations
  Kristian Rother, Silke Trißl , Heiko Müller, Thomas Steinke, Ina Koch, Robert Preissner, Cornelius Frömmel, Ulf Leser
  BMC Bioinformatics März 2005, 6(1):81, 2005/03 (pdf) (link)

2004

• Datenbankgestützte Wissensakquisition in den Lebenswissenschaften
  P. Rieger, S. Heymann, H. Müller
  Datenbank-Spektrum, Heft 10, August 2004, pp. 14-21 (in german), 2004/08 (pdf)

• Dynamic information fusion for genome annotation
  Heiko Müller, Peter Rieger, Katja Tham, Johann-Christoph Freytag
  Informatik 2004 Workshop über Dynamische Informationsfusion, Ulm, Germany, 2004 (pdf)

• Mining for Patterns in Contradictory Data
  Heiko Müller, Ulf Leser, Johann-Christoph Freytag
  Proceedings of the SIGMOD International Workshop on Information Quality for Information Systems (IQIS'04), Paris, France, 2004 (pdf)

• COLUMBA: Multidimensional Data Integration of Protein Annotations
  Kristian Rother, Heiko Müller, Silke Trissl, Ina Koch, Thomas Steinke, Robert Preissner, Cornelius Frömmel, Ulf Leser
  International Workshop on Data Integration in Life Sciences (DILS 2004), Leipzig, Germany, 2004 (pdf)

2003

• Semantic Data Cleansing in Genome Databases
  Heiko Müller
  Proc. of the VLDB 2003 PhD Workshop, Berlin, Germany, September 12-13, 2003, 2003/11

• Data Quality in Genome Databases
  Heiko Müller, Felix Naumann, Johann-Christoph Freytag
  Proceedings of the Conference on Information Quality (IQ 03), Boston, 2003/10 (pdf)

• Problems, Methods, and Challenges in Comprehensive Data Cleansing
  Heiko Müller, Johann-Christoph Freytag
  HUB-IB-164, Humboldt University Berlin, 2003 (pdf)