Books and Edited Volumes

• Computational Intelligence — A Methodological Introduction, 3rd edition
  Rudolf Kruse, Sanaz Mostaghim, Christian Borgelt, Christian Braune, and Matthias Steinbrecher
  Springer-Verlag, Berlin/Heidelberg, Germany 2022, ISBN 978-3-030-42227-1
  doi:10.1007/978-3-030-42227-1 springer.com (3rd, extended edition 2022, 653 pages)
• Guide to Intelligent Data Science, 2nd edition
  Michael R. Berthold, Christian Borgelt, Frank Höppner, Frank Klawonn, and Rosaria Silipo
  Springer-Verlag, Berlin, Germany 2020, ISBN 978-3-030-45574-3
  doi:10.1007/978-3-030-45574-3 www.springer.com www.datascienceguide.org
  (420 pages)
• Frontiers in Computational Intelligence
  Sanaz Mostaghim, Andreas Nürnberger, and Christian Borgelt (eds.)
  Springer-Verlag, Berlin/Heidelberg, Germany 2018, ISBN 978-3-319-67789-7
  doi:10.1007/978-3-319-67789-7 springer.com
  (143 pages)
• Computational Intelligence — A Methodological Introduction, 2nd edition
  Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, and Matthias Steinbrecher
  Springer-Verlag, Berlin/Heidelberg, Germany 2016, ISBN 978-3-319-67789-7
  doi:10.1007/978-1-4471-7296-3 springer.com (2nd, extended edition 2016, 564 pages)
• Computational Intelligence — Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, 2. Auflage
  Rudolf Kruse, Christian Borgelt, Christian Braune, Frank Klawonn, Christian Moewes, und Matthias Steinbrecher
  Springer-Vieweg, Berlin/Heidelberg, Germany 2015, ISBN 978-3-658-10904-2
  doi:10.1007/978-3-658-10904-2 springer.com (2. Auflage 2015, 515 pages, in German)
• Computational Intelligence — A Methodological Introduction
  Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß, Matthias Steinbrecher and Pascal Held
  Springer-Verlag, Berlin/Heidelberg, Germany 2013, ISBN 978-1-4471-5012-1
  doi:10.1007/978-1-4471-5013-8 springer.com (488 pages, in English)
• Towards Advanced Data Analysis by Combining Soft Computing and Statistics
  Christian Borgelt, María Ángeles Gil, João M.C. Sousa, and Michel Verleysen (eds.)
  Studies in Fuzziness and Soft Computing 285.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012/2013, ISBN 978-3-642-30278-7
  doi:10.1007/978-3-642-30278-7 springer.com
• Computational Intelligence
  Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß, und Matthias Steinbrecher
  Vieweg+Teubner Verlag, Wiesbaden, Germany 2011, ISBN 978-3-8348-1275-9
  doi:10.1007/978-3-8348-8299-8 springer.com (461 pages, in German)
• Combining Soft Computing and Statistical Methods in Data Analysis
  Proc. 5th Int. Conference on Soft Methods in Probability and Statistics
  Christian Borgelt, Gil González-Rodríguez, Wolfgang Trutschnig, María Asunción Lubiano, María Ángeles Gil, Przemyslaw Grzegorzewski, and Olgierd Hryniewicz (eds.)
  Springer-Verlag, Berlin, Germany 2010, ISBN 978-3-642-14745-6
  doi:10.1007/978-3-642-14746-3 springer.com
• Guide to Intelligent Data Analysis
  Michael R. Berthold, Christian Borgelt, Frank Höppner, and Frank Klawonn
  Springer-Verlag, Berlin, Germany 2010, ISBN 978-1-84882-259-7
  doi:10.1007/978-1-84882-260-3 springer.com
• Graphical Models — Representations for Learning, Reasoning and Data Mining (2nd Edition)
  Christian Borgelt, Matthias Steinbrecher, and Rudolf Kruse
  J. Wiley and Sons, Chichester, United Kingdom 2009, ISBN 978-0-470-72219-7
  doi:10.1002/9780470749555 wiley.com
• From Data and Information Analysis to Knowledge Engineering
  Proc. 29th Annual Conference of the German Classification Society (GfKl'2005, Magdeburg, Germany)
  Myra Spiliopoulou, Rudolf Kruse, Christian Borgelt, Andreas Nürnberger, and Wolfgang Gaul (eds.)
  Springer, Heidelberg, Germany 2006, ISBN 3-540-31313-3
  doi:10.1007/3-540-31314-1 springer.com
• Advances in Intelligent Data Analysis V
  Proc. 5th Int. Symp. on Intelligent Data Analysis (IDA 2004, Berlin, Germany)
  Michael R. Berthold, Hans-Joachim Lenz, Elizabeth Bradley, Rudolf Kruse, and Christian Borgelt (eds.)
  Springer, Heidelberg, Germany 2004, ISBN 3-540-40813-4
  doi:10.1007/978-3-540-45231-7 springer.com
• Neuro-Fuzzy-Systeme — Von den Grundlagen Neuronaler Netze zu modernen Fuzzy-Systemen
  Detlef Nauck, Christian Borgelt, Frank Klawonn und Rudolf Kruse
  Vieweg-Verlag, Wiesbaden, Germany 2003, ISBN 3-528-25265-0
  doi:10.1007/978-3-322-80336-8 springer.com (448 pages, in German)
• Neuronale Netze (Vorlesungsskript)
  Christian Borgelt
  Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany 2003
  (in German)
• Graphical Models - Methods for Data Analysis and Mining
  Christian Borgelt and Rudolf Kruse
  J. Wiley and Sons, Chichester, United Kingdom 2002, ISBN 0-470-84337-3
  (368 pages, in English)