Computational-Intelligence

Old News

Christian Moewes



E-mail:

cmoewes@ovgu.de

PGP:

Public Key, ID 0x8CB597ED


Research Interests

  • Dynamic network analysis
    • Model-based functional connectivitiy analysis
  • Analysis of massive multivariate time series
    • Classification and regression
    • Clustering and visualization
    • Motif discovery
    • Rule extraction by using experts' knowledge
  • Support Vector Machines
    • Comprehensible fuzzy rule extraction

Teaching

Evolutionary Algorithms (exercise)

Evolutionary Algorithms (lecture und exercise)

Fuzzy Systems (exercise)

Intelligent Systems (exercise)

Neuronal Networks (exercise)


Advised Students

Advised Students


Scientific LaTeX Templates for the Corporate Identity of the OvGU

Any of these templates may be available upon request.


Presentations


Publications of Christian Moewes
2015
Christian Moewes, Ralf Mikut and Rudolf Kruse, Fuzzy Control, in: Springer Handbook of Computational Intelligence (Part B), pages 231--244, Springer, 2015
2014
Georg Jäger, Sebastian Zug, Tino Brade, André Dietrich, Christoph Steup, Christian Moewes and Ana-Maria Cretu, Assessing neural networks for sensor fault detection, in: Proceedings of the 2014 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), Ottawa, ON, pages 70--75, IEEE Press, 2014 attachment
2013
Pascal Held, Christian Moewes, Christian Braune, Rudolf Kruse and Bernhard A. Sabel, Advanced Analysis of Dynamic Graphs in Social and Neural Networks, in: Towards Advanced Data Analysis by Combining Soft Computing and Statistics, pages 205--222, Springer, 2013 attachment
Computational Intelligence in Intelligent Data Analysis, Springer-Verlag, Studies in Computational Intelligence (SCI), volume 445, 2013
Christian Moewes and Rudolf Kruse, Evolutionary Fuzzy Rules for Ordinal Binary Classification with Monotonicity Constraints, in: Soft Computing: State of the Art Theory and Novel Applications, San Francisco State University, San Francisco, CA, USA, pages 105--112, Springer, 2013 attachment
Rudolf Kruse, Pascal Held and Christian Moewes, On Fuzzy Data Analysis, chapter 49, pages 351--356, Springer-Verlag, Studies in Fuzziness and Soft Computing, volume 298, 2013 attachment
Christian Moewes and Rudolf Kruse, The Effects of Edge Weights on Correlating Dynamical Networks: Comparing Unweighted and Weighted Brain Graphs of nervus opticus Patients, in: Proceedings of the 5th International Joint Conference on Computational Intelligence, Vilamoura, Algarve, Portugal, pages 279--284, ScitePress, 2013 attachment
2012
Christian Moewes and Rudolf Kruse, Fuzzy Control for Knowledge-Based Interpolation, pages 91--101, Springer-Verlag, Studies in Fuzziness and Soft Computing, volume 271, 2012 attachment
Christian Moewes and Fabian Mörchen, Time Series Mining (2012), in: WIREs Data Mining & Knowledge Discovery
2011
Radim Belohlavek, Rudolf Kruse and Christian Moewes, Fuzzy Logic in Computer Science, chapter 16, pages 385--419, Springer Science+Business Media, 2011 attachment
Christian Moewes and Rudolf Kruse, On the usefulness of fuzzy SVMs and the extraction of fuzzy rules from SVMs, in: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, European Society for Fuzzy Logic and Technology (EUSFLAT), Aix-les-Bains, France, pages 943--948, Atlantis Press, 2011 attachment
2010
Rudolf Kruse, Matthias Steinbrecher and Christian Moewes, Data Mining Applications in the Automotive Industry, in: Proceedings of the 4th International Workshop on Reliable Engineering Computing (REC 2010), Professional Activities Centre, National University of Singapore, Singapore, pages 23--40, Research Publishing Services, 2010
Christian Moewes, Clemens Otte and Rudolf Kruse, Simple Machine Learning Approaches to Safety-Related Systems, in: Machine Interpretation of Patterns: Image Analysis and Data Mining, pages 231--249, World Scientific Publishing Co. Inc., 2010
Rudolf Kruse, Matthias Steinbrecher and Christian Moewes, Temporal Pattern Mining, in: Proceedings of the International Conference on Signals and Electronic Systems (ICSES 2010), Institute of Electronics, Silesian University of Technology, Gliwice, Poland, pages 3--8, IEEE Press, 2010
2009
Christian Moewes and Rudolf Kruse, Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) attachment
2008
Christian Moewes and Rudolf Kruse, Adjusting Monitored Experiments to Real-World Cases by Matching Labeled Time Series Motifs, in: Proceedings 18. Workshop Computational Intelligence, Dortmund, 3. - 5. Dezember 2008, pages 214--223, Universitätsverlag Karlsruhe, 2008 attachment
Valentin Laube, Christian Moewes and Sebastian Stober, Browsing Music by Usage Context, in: Proceedings of 2nd International Workshop on Learning the Semantics of Audio Signals (LSAS 2008), pages 19--29, 2008 attachment
Rudolf Kruse and Christian Moewes, Fuzzy neural network (2008), in: Scholarpedia, 3:11(6043)
Christian Moewes, Clemens Otte and Rudolf Kruse, Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM, in: Soft Methods for Handling Variability and Imprecision, pages 409--416, Springer Berlin/Heidelberg, 2008 attachment
Christian Moewes and Rudolf Kruse, Unification of Fuzzy SVMs and Rule Extraction Methods through imprecise Domain Knowledge, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Torremolinos (Málaga), pages 1527--1534, 2008 attachment
2007
Christian Moewes, Application of support vector machines to discriminate vehicle crash events, School of Computer Science, University of Magdeburg, 2007 attachment
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Page last modified on November 05, 2014, at 11:02 AM by cmoewes