Computational intelligence in intelligent data analysis /
Christian Moewes and Andreas Nürnberger (eds.).
- London : Springer, [2013]
- ix, 304 pages : illustrations (some color) ; 24 cm.
- Studies in computational intelligence, 445 1860-949X ; .
- Studies in computational intelligence ; 445. .
Includes bibliographical references and index.
Objective Functions for Fuzzy Clustering / Efficient Learning of Classifiers Based on the 2-Additive Choquet Integral / Can Fuzzy Clustering Avoid Local Minima and Undesired Partitions? / Optimal Control Based on Fuzzy Logic / Kernel Based Defuzzification / The Algorithm Selection Problem on the Continuous Optimization Domain / Neuro-fuzzy Systems: A Short Historical Review / Safe and Interpretable Machine Learning: A Methodological Review / Science Visions, Science Fiction and the Roots of Computational Intelligence / Markov Network Revision: On the Handling of Inconsistencies / Feedback-Driven Design of Normalization Techniques for Biological Images Using Fuzzy Formulation of a Priori Knowledge / Exploring Time Series of Patterns: Guided Drill-Down in Hierarchies Using Change Mining on Frequent Item Sets / Enriching Multivariate Temporal Patterns with Context Information to Support Classification / Comprehensiveness of Linguistic Data Summaries: A Crucial Role of Protoforms / Listening to the Voice of the Customers: An Early Warning System Based on Sentiment / Computational Intelligence to Recognize Animal Vocalization and Diagnose Animal Health Status / Applications of Intelligent Data Analysis for the Discovery of Gene Regulatory Networks / From Spatial Data Mining in Precision Agriculture to Environmental Data Mining / Real-Time Data Mining with In-Memory Database Technology / Computational Intelligence in Air Traffic Management / About Rudolf Kruse and His Research Group on Computational Intelligence / Christian Borgelt -- Eyke Hüllermeier, Ali Fallah Tehrani -- Balasubramaniam Jayaram, Frank Klawonn -- Kai Michels -- Thomas A. Runkler -- Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge -- Detlef D. Nauck, Andreas Nürnberger -- Clemens Otte -- Rudolf Seising -- Jörg Gebhardt, Aljoscha Klose, Jan Wendler -- Arif ul Maula Khan, Markus Reischl, Brigitte Schweitzer, Carsten Weiss, Ralf Mikut -- Mirko Böttcher, Martin Spott -- Frank Höppner, Sebastian Peter, Michael R. Berthold -- Janusz Kacprzyk, Sławomir Zadrożny -- Carsten Lanquillon -- Gerhard Jahns -- Frank Rügheimer -- Georg Russ -- Matthias Steinbrecher, Joos-Hendrik Boese -- Annette Temme, Ingrid Gerdes, Roland Winkler -- Christian Moewes, Andreas Nürnberger.
9783642323775 3642323774
2012943592
Computational intelligence.
Data mining.
Q342 / .C6612 2013
006.3
Includes bibliographical references and index.
Objective Functions for Fuzzy Clustering / Efficient Learning of Classifiers Based on the 2-Additive Choquet Integral / Can Fuzzy Clustering Avoid Local Minima and Undesired Partitions? / Optimal Control Based on Fuzzy Logic / Kernel Based Defuzzification / The Algorithm Selection Problem on the Continuous Optimization Domain / Neuro-fuzzy Systems: A Short Historical Review / Safe and Interpretable Machine Learning: A Methodological Review / Science Visions, Science Fiction and the Roots of Computational Intelligence / Markov Network Revision: On the Handling of Inconsistencies / Feedback-Driven Design of Normalization Techniques for Biological Images Using Fuzzy Formulation of a Priori Knowledge / Exploring Time Series of Patterns: Guided Drill-Down in Hierarchies Using Change Mining on Frequent Item Sets / Enriching Multivariate Temporal Patterns with Context Information to Support Classification / Comprehensiveness of Linguistic Data Summaries: A Crucial Role of Protoforms / Listening to the Voice of the Customers: An Early Warning System Based on Sentiment / Computational Intelligence to Recognize Animal Vocalization and Diagnose Animal Health Status / Applications of Intelligent Data Analysis for the Discovery of Gene Regulatory Networks / From Spatial Data Mining in Precision Agriculture to Environmental Data Mining / Real-Time Data Mining with In-Memory Database Technology / Computational Intelligence in Air Traffic Management / About Rudolf Kruse and His Research Group on Computational Intelligence / Christian Borgelt -- Eyke Hüllermeier, Ali Fallah Tehrani -- Balasubramaniam Jayaram, Frank Klawonn -- Kai Michels -- Thomas A. Runkler -- Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge -- Detlef D. Nauck, Andreas Nürnberger -- Clemens Otte -- Rudolf Seising -- Jörg Gebhardt, Aljoscha Klose, Jan Wendler -- Arif ul Maula Khan, Markus Reischl, Brigitte Schweitzer, Carsten Weiss, Ralf Mikut -- Mirko Böttcher, Martin Spott -- Frank Höppner, Sebastian Peter, Michael R. Berthold -- Janusz Kacprzyk, Sławomir Zadrożny -- Carsten Lanquillon -- Gerhard Jahns -- Frank Rügheimer -- Georg Russ -- Matthias Steinbrecher, Joos-Hendrik Boese -- Annette Temme, Ingrid Gerdes, Roland Winkler -- Christian Moewes, Andreas Nürnberger.
9783642323775 3642323774
2012943592
Computational intelligence.
Data mining.
Q342 / .C6612 2013
006.3