Computational intelligence in intelligent data analysis / Christian Moewes and Andreas Nürnberger (eds.).

Includes bibliographical references and index.

Objective Functions for Fuzzy Clustering / Christian Borgelt -- Efficient Learning of Classifiers Based on the 2-Additive Choquet Integral / Eyke Hüllermeier, Ali Fallah Tehrani -- Can Fuzzy Clustering Avoid Local Minima and Undesired Partitions? / Balasubramaniam Jayaram, Frank Klawonn -- Optimal Control Based on Fuzzy Logic / Kai Michels -- Kernel Based Defuzzification / Thomas A. Runkler -- The Algorithm Selection Problem on the Continuous Optimization Domain / Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge -- Neuro-fuzzy Systems: A Short Historical Review / Detlef D. Nauck, Andreas Nürnberger -- Safe and Interpretable Machine Learning: A Methodological Review / Clemens Otte -- Science Visions, Science Fiction and the Roots of Computational Intelligence / Rudolf Seising -- Markov Network Revision: On the Handling of Inconsistencies / Jörg Gebhardt, Aljoscha Klose, Jan Wendler -- Feedback-Driven Design of Normalization Techniques for Biological Images Using Fuzzy Formulation of a Priori Knowledge / Arif ul Maula Khan, Markus Reischl, Brigitte Schweitzer, Carsten Weiss, Ralf Mikut -- Exploring Time Series of Patterns: Guided Drill-Down in Hierarchies Using Change Mining on Frequent Item Sets / Mirko Böttcher, Martin Spott -- Enriching Multivariate Temporal Patterns with Context Information to Support Classification / Frank Höppner, Sebastian Peter, Michael R. Berthold -- Comprehensiveness of Linguistic Data Summaries: A Crucial Role of Protoforms / Janusz Kacprzyk, Sławomir Zadrożny -- Listening to the Voice of the Customers: An Early Warning System Based on Sentiment / Carsten Lanquillon -- Computational Intelligence to Recognize Animal Vocalization and Diagnose Animal Health Status / Gerhard Jahns -- Applications of Intelligent Data Analysis for the Discovery of Gene Regulatory Networks / Frank Rügheimer -- From Spatial Data Mining in Precision Agriculture to Environmental Data Mining / Georg Russ -- Real-Time Data Mining with In-Memory Database Technology / Matthias Steinbrecher, Joos-Hendrik Boese -- Computational Intelligence in Air Traffic Management / Annette Temme, Ingrid Gerdes, Roland Winkler -- About Rudolf Kruse and His Research Group on Computational Intelligence / Christian Moewes, Andreas Nürnberger.