Computational-Intelligence

News-Archiv

Christian Moewes


E-mail:

cmoewes@ovgu.de

PGP:

Public Key, ID 0x8CB597ED

Forschungsinteressen

  • Dynamische Graphanalyse
    • Modelbasierte funktionelle Konnektivitätsanalyse
  • Analyse von massiven mehrdimensionalen Zeitreihen
    • Klassifizierung und Regression
    • Clusteranalyse und Visualisierung
    • Entdeckung von wiederkehrenden Mustern
    • Regelerzeugung durch das Nutzen von Expertenwissen
  • Stützvektormethode
    • Verständliche Fuzzy-Regelerzeugung

Lehre

Evolutionäre Algorithmen (Übung)

Sommer 2008, Sommer 2009, Sommer 2011

Evolutionäre Algorithmen (Vorlesung und Übung)

Sommer 2010

Fuzzy-Systeme (Übung)

Winter 2008/09, Winter 2009/10, Winter 2010/11, Winter 2011/12, Winter 2012/13, Winter 2013/14,

Intelligente Systeme (Übung)

Winter 2008/09, Winter 2009/10, Winter 2010/11, Winter 2011/12, Winter 2012/13, Winter 2013/14

Neuronale Netze (Übung)

Sommer 2012, Sommer 2013

Betreute Studenten

Wissenschaftliche LaTeX-Vorlagen für die Unternehmensidentität der OvGU

Jede dieser Vorlagen ist auf Anfrage erhältlich.

Präsentationen

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
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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
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Computational Intelligence in Intelligent Data Analysis, Springer-Verlag, Studies in Computational Intelligence (SCI), volume 445, 2013
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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
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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
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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
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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
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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
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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
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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
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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
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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
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2009
Christian Moewes and Rudolf Kruse, Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) attachment
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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
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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)
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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
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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
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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