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Dr. Thomas Gabriel

Contact

Address

Universität Konstanz

Fachbereich Informatik und Informationswissenschaft

Box 712

78457 Konstanz, Germany

Room Z 815
Phone  
Fax (+49) 07531 88-5132
E-Mail thomas.gabriel(at)knime.com
Portrait

 

Curriculum Vitae

  • 06/01/2010

Dissertation entitled "Learning Hierarchical Fuzzy-Rulesystems".

  • since 10/01/2009

KNIME.com AG, Zürich

  • 10/01/2003 - 09/30/2009

Research assistant at the University of Konstanz, department of Computer and Information Science and associate member of the graduate school "Explorative Analysis and Visualization of large Information Spaces".

  • 01/01/2003 - 09/30/2003

Research programmer with Tripos Inc., Data Analysis Research Lab in California, USA.

  • 04/01/2002 - 01/10/2003

Diploma thesis with Tripos Inc., Data Analysis Research Lab in California, USA.

  • 10/01/1998 - 01/10/2003

Study of computer science at Otto-von-Guericke University of Magdeburg.

 

Research Interests

  • Fuzzy rules
  • Hierarchical rules
  • Fuzzy systems

Publications

Berthold, Michael R., Wiswedel, Bernd, Gabriel, Thomas R., Fuzzy Logic in KNIME: Modules for Approximate Reasoning, International Journal of Computational Intelligence Systems, vol. 6, pp. 34-45, 2013; BibTeX.
Fillbrunn, Alexander, Adä, Iris, Gabriel, Thomas R., Berthold, Michael R., Ensembles and PMML in KNIME, In: Proceedings of the PMML Workshop. KDD 2013, 2013; BibTeX.
Gabriel, Thomas R., Lernen hierarchischer Fuzzy-Regelmodelle, 2010; BibTeX.
Berthold, Michael R., Cebron, Nicolas, Dill, Fabian, Gabriel, Thomas R., Kötter, Tobias, Meinl, Thorsten, Ohl, Peter, Thiel, Kilian, Wiswedel, Bernd, KNIME - The Konstanz Information Miner, SIGKDD Explorations, vol. 11, no. 1, 2009; BibTeX.
Gabriel, Thomas R., Thiel, Kilian, Berthold, Michael R., Multi-Dimensional Scaling applied to Hierarchical Rule Systems. In: Proceedings of the IFSA World Congress and the 6th Conference of EUSFLAT, pp. 944–949, 2009; BibTeX.
Meinl, Thorsten, Cebron, Nicolas, Gabriel, Thomas R., Dill, Fabian, Kötter, Tobias, Ohl, Peter, Thiel, Kilian, Wiswedel, Bernd, Berthold, Michael R., The Konstanz Information Miner 2.0. In: Proceedings of OSDM 2009, pp. 26–31, 2009; BibTeX.
Berthold, Michael R., Cebron, Nicolas, Dill, Fabian, Gabriel, Thomas R., Kötter, Tobias, Meinl, Thorsten, Ohl, Peter, Sieb, Christoph, Thiel, Kilian, Wiswedel, Bernd, KNIME: The Konstanz Information Miner, In: Data Analysis, Machine Learning and Applications - Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V.. ( Studies in Classification, Data Analysis, and Knowledge Organization ). Berlin, Germany: Springer, pp. 319–326, 2007; BibTeX.
Berthold, Michael R., Cebron, Nicolas, Dill, Fabian, Gabriel, Thomas R., Kötter, Tobias, Meinl, Thorsten, Ohl, Peter, Sieb, Christoph, Thiel, Kilian, Wiswedel, Bernd, Open Source Data Pipelining fuer Interaktive Datenexploration. In: Aktuelle Trends in der Softwareforschung (do it.software-forschungstag 2007), MFG Stiftung Baden-Wuerttemberg, 2007; BibTeX.
Berthold, Michael R., Cebron, Nicolas, Dill, Fabian, Fatta, Giuseppe Di, Gabriel, Thomas R., Georg, Florian, Meinl, Thorsten, Ohl, Peter, Sieb, Christoph, Wiswedel, Bernd, KNIME: the Konstanz Information Miner. In: Proceedings 4th Annual Industrial Simulation Conference, Workshop on Multi-Agent Systems and Simulation (ISC 2006), 2006; BibTeX.
Gabriel, Thomas R., Thiel, Kilian, Berthold, Michael R., Rule Visualization based on Multi-Dimensional Scaling. In: IEEE International Conference on Fuzzy Systems, 2006; BibTeX.
Gabriel, Thomas R., Berthold, Michael R., Missing Values in Fuzzy Rule Induction. In: IEEE Conference on Systems, Man and Cybernetics, IEEE Press, 2005; BibTeX.
Gabriel, Thomas R., Pintilie, A. Simona, Berthold, Michael R., Exploring Hierarchical Rule Systems in Parallel Coordinates. In: Proceedings of the 6th International Symposium on Intelligent Data Analysis (IDA 2005), Series Lecture Notes in Computer Science (LNCS), no. 3646, pp. 97–108, Springer Verlag, 2005; BibTeX.
Gabriel, Thomas R., Berthold, Michael R., Influence of fuzzy norms and other heuristics on ``Mixed Fuzzy Rule Formation'', International Journal of Approximate Reasoning (IJAR), vol. 35, pp. 195–202, Elsevier, 2004; BibTeX.
Gabriel, Thomas R., Berthold, Michael R., Constructing Hierarchical Rule Systems. In: Proceedings of the 5th International Symposium on Intelligent Data Analysis (IDA 2003), Berthold, Michael R., Lenz, Hans-Joachim, Bradley, Elizabeth, Kruse, Rudolf, Borgelt, Christian, Advances in Intelligent Data Analysis, Series Lecture Notes in Computer Science (LNCS), pp. 76–87, Springer Verlag, 2003; BibTeX.
Gabriel, Thomas R., Berthold, Michael R., Formation of Hierarchical Fuzzy Rule Systems. In: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2003), 2003; BibTeX.