inbook.bib

@comment{{This file has been generated by bib2bib 1.96}}

@comment{{Command line: bib2bib -ob inbook.bib -oc inbook -c $type="INBOOK" kruse-all.bib}}

@inbook{Kruse2010b,
  author = {Kruse, Rudolf
and Steinbrecher, Matthias
and B{\"o}ttcher, Mirko},
  editor = {Aranda, Joan
and Xamb{\'o}, Sebasti{\'a}n},
  chapter = {WCCI 2010 Plenary and Invited Lectures},
  year = {2010},
  publisher = {Institute of Electrical and Electronics Engineering, Inc.},
  pages = {1--22},
  isbn = {978-1-4244-8126-2}
}

@inbook{Winkler2009,
  author = {Winkler, Roland
and Klawonn, Frank
and H{\"o}ppner, Frank
and Kruse, Rudolf},
  chapter = {Fuzzy Cluster Analysis of Larger Data Sets: Methods and Design},
  year = {2009},
  publisher = {IGI Global},
  pages = {302--331},
  isbn = {9781605668581},
  url = {http://elib.dlr.de/59618/}
}

@inbook{A.1997e,
  author = {N{\"u}rnberger, Andreas
and Kruse, Rudolf
and Nauck, Detlef},
  editor = {Chawdry
and Pravir
and Roy
and Rajkumar
and Pant},
  chapter = {Neuro-fuzzy control based on the NEFCON model under MATLAB/SIMULINK},
  series = {Soft Computing in Engineering Design and Manufacturing},
  year = {1997},
  publisher = {Springer}
}

@inbook{A.2001,
  author = {Klose, Aljoscha
and N{\"u}rnberger, Andreas
and Nauck, Detlef
and Kruse, Rudolf},
  editor = {Kandel, A.
and Last, M.
and Bunke, H.},
  chapter = {Data Mining with Neuro-Fuzzy Models},
  series = {Data Mining and Computational Intelligence},
  year = {2001},
  publisher = {Physica-Verlag},
  pages = {1--36}
}

@inbook{A.2002b,
  author = {Klose, Aljoscha
and N{\"u}rnberger, Andreas
and Nauck, Detlef
and Kruse, Rudolf},
  editor = {Szczepaniak, P. S.
and Segovia, J.
and Kacprzyk, J.
and Zadeh, Lotfi A.},
  chapter = {Self-Organising Maps for Interactive Search in Document Databases},
  series = {Intelligent Exploration of the Web},
  year = {2002},
  publisher = {Physica-Verlag}
}

@inbook{A.2002c,
  author = {N{\"u}rnberger, Andreas
and Klose, Aljoscha
and Kruse, Rudolf
and Hartmann, G. K.
and Richards, M.},
  editor = {Opitz, O.
and Schwaiger, M.},
  chapter = {Clustering of Document Collections to Support Interactive Text Exploration},
  series = {Exploratory Data Analysis in Empirical Research},
  year = {2002},
  publisher = {Springer},
  pages = {257--265}
}

@inbook{A.2002d,
  author = {N{\"u}rnberger, Andreas
and Pedrycz, Witold
and Kruse, Rudolf},
  chapter = {Classification: Neural Net Approaches},
  series = {Handbook of Data Mining and Knowledge Discovery},
  year = {2002},
  publisher = {Oxford University Press}
}

@inbook{A.2004,
  author = {Klose, Aljoscha
and Kruse, Rudolf},
  chapter = {Information Mining with Semi-Supervised Learning},
  series = {Soft Methodology and Random Information Systems},
  year = {2004},
  publisher = {Springer}
}

@inbook{boerukrunau2008postmining,
  author = {B{\"o}ttcher, Mirko
and Ru{\ss}, Georg
and Nauck, Detlef
and Kruse, Rudolf},
  editor = {Zhao, Yanchang
and Cao, Longbing
and Zhang, Chengqi},
  chapter = {From Change Mining to Relevance Feedback: A Unified View on Assessing Rule Interestingness},
  series = {Information Science Reference},
  year = {2009},
  publisher = {IGI Global},
  pages = {12--37},
  note = {Chapter: 2},
  note = {vgwort = \{gemeldet am 30.05.2009\}},
  isbn = {978-1-60566-404-0},
  url = {http://www.igi-global.com/reference/details.asp?id=33406}
}

@inbook{Borgelt1997,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Kaynak, O.
and Zadeh, Lotfi A.
and T{\"u}rksen, B.
and Rudas, I. J.},
  chapter = {Probabilistic and Possibilistic Networks and How to Learn Them from Data},
  series = {NATO ASI Series 7},
  year = {1997},
  publisher = {Springer}
}

@inbook{Borgelt2000,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Gabbay, D. M.
and Kruse, Rudolf},
  chapter = {Probabilistic Networks for Abductive Inference},
  series = {Abductive Reasoning and Learning},
  year = {2000},
  publisher = {Kluwer}
}

@inbook{borgelt2009constraining,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Okada, Akinori
and Imaizumi, Tadashi
and Bock, Hans-Hermann
and Gaul, Wolfgang},
  chapter = {Constraining Shape and Size in Clustering},
  year = {2009},
  publisher = {Springer},
  pages = {13--25},
  abstract = {Several of the more sophisticated fuzzy clustering algorithms, like the Gustafson-Kessel algorithm and the fuzzy maximum likelihood estimation (FMLE) algorithm, offer the possibility to induce clusters of ellipsoidal shape and differing sizes. The same holds for the expectation maximization (EM) algorithm for a mixture of Gaussian distributions. However, these additional degrees of freedom can reduce the robustness of the algorithms, thus sometimes rendering their application problematic, since results are unstable. In this paper we suggest methods to introduce shape and size constraints that handle this problem effectively.},
  doi = {10.1007/978-3-642-00668-5_2},
  url = {http://www.springerlink.com/content/h88n872rj23741n4}
}

@inbook{Borgelt_and_Kruse_1998a,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Kaynak, O.
and Zadeh, Lotfi A.
and T{\"u}rksen, B.
and Rudas, I. J.},
  chapter = {Probabilistic and Possibilistic Networks and How to Learn Them from Data: Soft Computing and Fuzzy-Neuro Integration with Applications},
  series = {NATO ASI Series F},
  year = {1998},
  publisher = {Springer-Verlag},
  pages = {403--426}
}

@inbook{Borgelt_and_Kruse_2000a,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Gabbay, D. M.
and Kruse, Rudolf},
  chapter = {Abductive Inference with Probabilistic Networks},
  series = {Handbook of Defeasible Reasoning and Uncertainty Management Syst},
  year = {2000},
  publisher = {Kluwer},
  volume = {4}
}

@inbook{Borgelt_and_Kruse_2003e,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Riccia, Giacomo Della
and Dubois, Didier
and Kruse, Rudolf
and Lenz, Hans-Joachim},
  chapter = {Local Structure Learning in Graphical Models},
  series = {CISM Courses and Lectures 472},
  year = {2003},
  publisher = {Springer-Verlag},
  pages = {99--118}
}

@inbook{Borgelt_and_Kruse_2003f,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Bouchon-Meunier, B.
and Foulloy, L.
and Yager, Ronald R.},
  chapter = {Learning Graphical Models by Extending Optimal Spanning Trees},
  year = {2003},
  publisher = {Elsevier},
  pages = {339--348}
}

@inbook{Borgelt_and_Kruse_2006a,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Munak, Axel},
  chapter = {Section 3.4: Artificial Intelligence Methods},
  year = {2006},
  publisher = {American Society of Agricultural and Biological Engineers (ASABE)},
  pages = {153--168},
  url = {CIGR Handbook of Agricultural Engineering Volume}
}

@inbook{Borgelt_et_al_1998a,
  author = {Borgelt, Christian
and Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Ruspini, E.
and Bonissone, P. P.
and Pedrycz, Witold},
  chapter = {Inference Methods},
  year = {1998},
  publisher = {Institute of Physics Publishing}
}

@inbook{Borgelt_et_al_1999a,
  author = {Borgelt, Christian
and Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Seising, Rudolf},
  chapter = {\{F\}uzzy-\{M\}ethoden in der \{D\}atenanalyse},
  year = {1999},
  publisher = {Vieweg},
  pages = {370--386}
}

@inbook{Borgelt_et_al_2000b,
  author = {Borgelt, Christian
and Timm, Heiko
and Kruse, Rudolf},
  editor = {G{\"o}rz, G{\"u}nther
and Rollinger, C.-R.
and Schneeberger, J.},
  chapter = {Unsicheres und vages \{W\}issen},
  year = {2000},
  publisher = {Addison-Wesley},
  pages = {291--347},
  note = {Chapter: 9}
}

@inbook{Borgelt_et_al_2001,
  author = {Borgelt, Christian
and Timm, Heiko
and Kruse, Rudolf},
  editor = {Reusch, B.
and Temme, K.-H.},
  chapter = {Probabilistic Networks and Fuzzy Clustering as Generalizations of Naive Bayes Classifiers},
  series = {Advances in Soft Computing},
  year = {2001},
  publisher = {Physica-Verlag},
  pages = {121--138}
}

@inbook{C.1998a,
  author = {Borgelt, Christian
and Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  chapter = {Inference Methods},
  series = {Handbook of Fuzzy Computation},
  year = {1998},
  publisher = {Institute of Physics Publishing}
}

@inbook{C.2003a,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Melo-Pinto
and Teodorescu, H. N.
and Fukuda, T.},
  chapter = {Data Mining with Possibilistic Graphical Models},
  series = {Nato Science Series III, Systematic Organisation of Information},
  year = {2003},
  publisher = {IOS Press},
  volume = {184},
  pages = {229--248}
}

@inbook{D.1992,
  author = {Nauck, Detlef
and Klawonn, Frank
and Kruse, Rudolf
and Lohs, U.},
  editor = {Belli, F.
and Radermacher, F. J.},
  chapter = {Reasoning under Uncertainty with Temporal Aspects},
  series = {Industrial and Engineering Application of Artificial Intelligenc},
  year = {1992},
  publisher = {Springer},
  pages = {572--580}
}

@inbook{D.1997b,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Kaynak, O.
and Zadeh, Lotfi A.
and Rudas, I. J.
and T{\"u}rksen, B.},
  chapter = {Neuro-fuzzy systems},
  series = {NATO ASI Series F},
  year = {1997},
  publisher = {Springer},
  pages = {241--270}
}

@inbook{D.1998a,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Kaynak, O.
and Zadeh, Lotfi A.
and Rudas, I. J.
and T{\"u}rksen, B.},
  chapter = {Neuro-fuzzy systems},
  series = {Computational Intelligence: Soft Computing and Fuzzy-Neuro Integ},
  year = {1998},
  publisher = {Springer},
  pages = {230--259}
}

@inbook{D.1998d,
  author = {Nauck, Detlef
and Krell, G.
and Kruse, Rudolf
and Michaelis, B.},
  chapter = {Neural Networks in Applications NN'98},
  year = {1998},
  publisher = {Otto-von-Guericke-Universit{\"a}t Magdeburg, Magdeburg},
  pages = {278}
}

@inbook{D.1999b,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Bezdek, James C.
and Dubois, Didier
and Prade, Henri},
  chapter = {Neuro-Fuzzy Methods in Fuzzy Rule Generation},
  series = {Fuzzy Sets in Approximate Reasoning and Information Systems 5},
  year = {1999},
  publisher = {Kluwer Academic Publishers},
  pages = {305--334}
}

@inbook{DBLP:series/sci/BeyerHHOK10,
  author = {Beyer, J{\"o}rg
and Heesche, Kai
and Hauptmann, Werner
and Otte, Clemens
and Kruse, Rudolf},
  chapter = {Ensemble Learning for Multi-source Information Fusion},
  year = {2010},
  publisher = {Springer},
  volume = {275},
  pages = {123--141},
  doi = {10.1007/978-3-642-11676-6_6}
}

@inbook{Extention1994,
  author = {Kruse, Rudolf},
  editor = {Diday, E.
and Lechevallier, Y.
and Schader, M.
and Bertrand, P.
and Burtschy, B.},
  chapter = {New Approaches in Classification and Data Analysis},
  year = {1994},
  publisher = {Springer},
  pages = {463--469}
}

@inbook{F.1992,
  author = {Klawonn, Frank
and Kruse, Rudolf},
  chapter = {Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen. Konzeption und Einsatz von Umweltinformationssystemen},
  series = {Informatik-Fachberichte},
  year = {1992},
  publisher = {Springer},
  pages = {169--176}
}

@inbook{F.1993a,
  author = {Klawonn, Frank
and Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Hansmann, K.-W.
and Bachem, A.
and Jarke, M.
and Marusev, A.
and Katzenberger, W. E.},
  chapter = {The Context Model from the Viewpoint of Logic},
  series = {Operations research Proceedings 1992},
  year = {1993},
  publisher = {Springer},
  pages = {288--295}
}

@inbook{F.1995a,
  author = {Klawonn, Frank
and Kruse, Rudolf},
  editor = {Gaul, W.
and Pfeifer, D.},
  chapter = {Clustering Methods in Fuzzy Control},
  series = {From Data to Knowledge: Theoretical and Practical Aspects of Cla},
  year = {1995},
  publisher = {Springer},
  pages = {195--202}
}

@inbook{F.1997a,
  author = {Klawonn, Frank
and Kruse, Rudolf
and Timm, Heiko},
  editor = {Riccia, Giacomo Della
and Kruse, Rudolf
and Lenz, Hans-Joachim},
  chapter = {Fuzzy Shell Cluster Analysis},
  series = {Learning, Networks and Statistics},
  year = {1997},
  publisher = {Springer},
  pages = {105--120}
}

@inbook{F.1999a,
  author = {Klawonn, Frank
and Kruse, Rudolf},
  editor = {Leondes, C. T.},
  chapter = {Techniques and Applications of Control Systems Based on Knowledge-Based Interpolation},
  series = {Fuzzy Theory Systems},
  year = {1999},
  publisher = {Academic Press},
  volume = {1}
}

@inbook{F.2004,
  author = {Klawonn, Frank
and Kruse, Rudolf},
  chapter = {The Inherent Indistinguishability in Fuzzy Systems Logic versus Approximation},
  year = {2004},
  publisher = {Springer},
  pages = {6--17}
}

@inbook{Gebhardt1997,
  author = {Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Gr{\"u}tzner, R.},
  chapter = {Possibilistische graphische Modelle},
  series = {Modellbildung und Simulation im Umweltbereich},
  year = {1997},
  publisher = {Vieweg},
  pages = {55--69}
}

@inbook{Gebhardt1997a,
  author = {Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Gabbay, D. M.
and Smets, Philippe},
  chapter = {Parallel combination of information sources},
  series = {Handbook of Defeasible Reasoning and Uncertainty Management Syst},
  year = {1997},
  publisher = {Kluwer},
  volume = {1}
}

@inbook{GebKloDetRueKru2006,
  author = {Gebhardt, J{\"o}rg
and Klose, Aljoscha
and Detmer, Heinz
and R{\"u}gheimer, Frank
and Kruse, Rudolf},
  editor = {Riccia, Giacomo Della
and Dubois, Didier
and Kruse, Rudolf
and Lenz, Hans-Joachim},
  chapter = {Graphical Models for Industrial Planning on Complex Domains},
  series = {CISM Courses and Lectures},
  year = {2006},
  publisher = {Springer},
  number = {482},
  pages = {131--143},
  note = {contains papers read on the 7th Int. Workshop `Intelligent Agents: Decision-Support and Planning', Udine, Italy, 2004},
  url = {http://fuzzy.cs.uni-magdeburg.de/~ruegheim/publications/cism_04.pdf}
}

@inbook{J.1995,
  author = {Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Riccia, Giacomo Della
and Kruse, Rudolf
and Viertl, R.},
  chapter = {Some Notes on Possibilistic Learning},
  series = {Mathematical and Statistical Methods in Artificial Intelligence},
  year = {1995},
  publisher = {Springer},
  pages = {23--32},
  isbn = {9783211827130}
}

@inbook{J.1996,
  author = {Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Dubois, Didier
and Prade, Henri
and Yager, Ronald R.},
  chapter = {POSSINFER - A Software Tool for Possibilistic Inference},
  series = {Fuzzy Set Methods in Information Engineering - A Guided Tour of},
  year = {1996},
  publisher = {Wiley},
  pages = {407--418}
}

@inbook{J.1996a,
  author = {Gebhardt, J{\"o}rg
and Kruse, Rudolf},
  editor = {Fisher, D.
and Lenz, Hans-Joachim},
  chapter = {Learning Possibilistic Networks from Data},
  series = {Learning from Data, Artificial Intelligence and Statistics 5, Le},
  year = {1996},
  publisher = {Springer},
  volume = {112},
  pages = {143--153}
}

@inbook{J.1997,
  author = {Gebhardt, J{\"o}rg
and Kruse, Rudolf
and Gil, Mar{\'i}a {\'A}ngeles},
  editor = {Prade, Henri
and Dubois, Didier},
  chapter = {Fuzzy-set theoretic methods in statistics},
  series = {Handbook on Fuzzy Sets, Kapitel 10},
  year = {1997},
  publisher = {Kluwer},
  volume = {5}
}

@inbook{J.1997a,
  author = {Gebhardt, J{\"o}rg
and Gil, Mar{\'i}a {\'A}ngeles
and Kruse, Rudolf},
  editor = {Slowinski, R.},
  chapter = {Concepts of fuzzy-valued statistics},
  series = {International Handbook on Fuzzy Sets and Possibility Theory},
  year = {1997},
  publisher = {Kluwer},
  volume = {4},
  pages = {35}
}

@inbook{J.1998,
  author = {Gebhardt, J{\"o}rg
and Kruse, Rudolf
and Gil, Mar{\'i}a {\'A}ngeles},
  editor = {Slowinski, R.},
  chapter = {Fuzzy set-theoretic methods in statistics},
  series = {Handbook of Fuzzy-Sets},
  year = {1998},
  publisher = {Kluwer Academic},
  pages = {310--348}
}

@inbook{J.2001,
  author = {Grabmeier, J.
and Buhmann, J.
and Kruse, Rudolf
and Timm, Heiko},
  editor = {Hippner, H.
and K{\"u}sters, U. L.
and Meyer, M.},
  chapter = {Segmentierende und clusterbildende Methoden},
  series = {Handbuch Data Mining im Marketing. Knowledge Discovery in Market},
  year = {2001},
  publisher = {Vieweg},
  pages = {299--353}
}

@inbook{Jorg2006,
  author = {Gebhardt, J{\"o}rg
and Klose, Aljoscha
and Detmer, Heinz},
  editor = {Riccia, Giacomo Della
and Dubois, Didier
and Kruse, Rudolf
and Lenz, Hans-Joachim},
  chapter = {Graphical Models for Industrial Planning on Complex Domains},
  series = {CISM Courses and Lectures},
  year = {2006},
  publisher = {Springer},
  number = {482},
  pages = {131--143},
  isbn = {978-3-211-31787-7},
  url = {http://www.springer.com/springerwiennewyork/mathematics/book/978-3-211-31787-7}
}

@inbook{Klawonn1995,
  author = {Klawonn, Frank
and Kruse, Rudolf},
  editor = {Lasker, G. E.
and Liu, X.},
  chapter = {Derivation of Fuzzy Classificatio Rules from Multidimensional Data},
  series = {Advances in Intelligent Data Analysis},
  year = {1995},
  publisher = {The International Institute for Advanced Studies in Systems Research and Cybernetics},
  pages = {90--94}
}

@inbook{Kruse1986,
  author = {Kruse, Rudolf},
  editor = {Nola, A. Di
and Ventre, A. G. S.},
  chapter = {Characteristics of Linguistic Random Variables},
  series = {Topics in the Mathematics of Fuzzy Systems},
  year = {1986},
  publisher = {T{\"U}V Rheinland},
  pages = {219--230}
}

@inbook{Kruse1988,
  author = {Kruse, Rudolf
and Meyer, K. D.},
  editor = {Kacprzyk, J.
and Fedrizzi, M.},
  chapter = {Confidence Intervals for the Parameters of a Linguistic Random Variable},
  series = {Combining Fuzzy Imprecision with Probabilistic Uncertainty in De},
  year = {1988},
  publisher = {Springer},
  pages = {113--123}
}

@inbook{Kruse1989,
  author = {Kruse, Rudolf
and Meyer, K. D.},
  editor = {Janko, W. H.
and Roubens, M.
and Zimmermann, Hans-J{\"u}rgen},
  chapter = {On Calculating the Covariance in the Presence of Vague Data},
  series = {Progress in Fuzzy Sets and Systems},
  year = {1989},
  publisher = {Kluwer}
}

@inbook{Kruse1992,
  author = {Kruse, Rudolf},
  editor = {Bandemer, H.},
  chapter = {On the Semantic Foundations of Fuzzy Probability and Fuzzy Statistics},
  series = {Modeling Uncertain Data},
  year = {1992},
  publisher = {Akademie Verlag},
  pages = {131--135}
}

@inbook{Kruse1992a,
  author = {Kruse, Rudolf
and Schwecke, E.},
  editor = {Bouchon-Meunier, B.
and Yager, Ronald R.
and Zadeh, Lotfi A.},
  chapter = {On the combination of information sources},
  series = {Lecture Notes in Computer Sciences 521},
  year = {1992},
  publisher = {Springer},
  pages = {24--30}
}

@inbook{Kruse1993,
  author = {Kruse, Rudolf},
  editor = {Dubois, Didier
and Prade, Henri
and Yager, Ronald R.},
  chapter = {The strong law of large numbers for fuzzy random variables},
  series = {Readings in Fuzzy Sets for Intelligent Systems},
  year = {1993},
  publisher = {Morgan Kaufmann},
  pages = {272--276}
}

@inbook{Kruse1993a,
  author = {Kruse, Rudolf
and Gebhardt, J{\"o}rg},
  editor = {Faulbaum, F.},
  chapter = {Fuzzy Probability Theory and Fuzzy Statistics},
  series = {Softstat{\^A}{\textasciiacute}93: Advances in Statistical Software},
  year = {1993},
  publisher = {Gustav Fischer Verlag},
  pages = {605--610}
}

@inbook{Kruse1994,
  author = {Kruse, Rudolf
and Klawonn, Frank},
  editor = {Yager, Ronald R.
and Fedrizzi, M.
and Kacprzyk, J.},
  chapter = {Mass Distributions on L-Fuzzy Sets and Families of Frames of Discernment},
  series = {Advances in Dempster-ShaferTheory of Evidence},
  year = {1994},
  publisher = {Wiley},
  pages = {239--250}
}

@inbook{Kruse1995,
  author = {Kruse, Rudolf},
  editor = {Zilahi-Szabo},
  chapter = {Fuzzy-Systeme},
  series = {Kleines W{\"o}rterbuch der Informatik},
  year = {1995},
  publisher = {Oldenbourg Verlag},
  pages = {208--212}
}

@inbook{Kruse1996a,
  author = {Kruse, Rudolf},
  editor = {Gl{\"u}meier, K. H.
and Tantow, L.},
  chapter = {Wissensbasierte Systeme},
  series = {Wissenschaft als Zukunftskultur},
  year = {1996},
  publisher = {TU Braunschweig}
}

@inbook{Kruse1996b,
  author = {Kruse, Rudolf},
  editor = {Strube, G.},
  chapter = {Beitr{\"a}ge zum Thema Fuzzy-Logik und Approximatives Schlie{\ss}en},
  series = {W{\"o}rterbuch der Kognitionswissenschaft},
  year = {1996},
  publisher = {Klett-Cotta-Verlag}
}

@inbook{Kruse2000,
  author = {Kruse, Rudolf},
  chapter = {Wie geht man mit unscharfen Informationen um?: H. Hischer},
  series = {Modellbildung, Computer und Mathematikunterricht},
  year = {2000},
  publisher = {Franzbecker Verlag},
  pages = {79--83}
}

@inbook{kruse2008prefsbookchapter,
  author = {Klawonn, Frank
and Kruse, Rudolf},
  editor = {Riccia, Giacomo Della
and Dubois, Didier
and Lenz, Hans-Joachim
and Kruse, Rudolf},
  chapter = {Similarity Relations and Independence Concepts},
  series = {CISM International Centre for Mechanical Sciences},
  year = {2008},
  publisher = {Springer},
  number = {504},
  pages = {179--196},
  note = {Chapter: 4},
  isbn = {978-3-211-85431-0},
  url = {http://www.springer.com/springerwiennewyork/computer science/book/978-3-211-85431-0}
}

@inbook{Kruse_et_al_2000,
  author = {Kruse, Rudolf
and Borgelt, Christian
and Nauck, Detlef},
  editor = {Azvine, Behnam
and Azarmi, Nader
and Nauck, Detlef},
  chapter = {Problems and Prospects in Fuzzy Data Analysis: Prospects, Tools and Applications},
  series = {Lecture Notes in Artificial Intelligence},
  year = {2000},
  publisher = {Springer-Verlag},
  pages = {95--109}
}

@inbook{Kruse_et_al_FuzzyClustering_2007,
  author = {Kruse, Rudolf
and D{\"o}ring, Christian
and Lesot, Marie-Jeanne},
  editor = {de Oliveira, Jose Valente
and Pedrycz, Witold},
  chapter = {Fundamentals of Fuzzy Clustering},
  year = {2007},
  publisher = {John Wiley {\backslash}\{\&\} Sons},
  pages = {3--30},
  note = {Chapter: 1},
  isbn = {978-0-470-02760-8},
  doi = {10.1002/9780470061190.ch1},
  url = {http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470027606,descCd-tableOfContents.html}
}

@inbook{lesot2008gustafson,
  author = {Lesot, Marie-Jeanne
and Kruse, Rudolf},
  editor = {Bouchon-Meunier, B.
and Marsala, Christophe
and Rifqi, Maria
and Yager, Ronald R.},
  chapter = {Gustafson-Kessel-Like Clustering Algorithm Based on Typicality Degrees},
  year = {2008},
  publisher = {World Scientific Publishing Company},
  pages = {117--130},
  isbn = {978-981-279-234-1},
  url = {http://www.worldscibooks.com/compsci/6747.html}
}

@inbook{LesotKruse_IPMU2006,
  author = {Lesot, Marie-Jeanne
and Kruse, Rudolf},
  chapter = {Gustafson-Kessel-like clustering algorithm based on typicality degrees},
  year = {2006},
  publisher = {EDK, Paris},
  pages = {1300--1307}
}

@inbook{M.1996,
  author = {Schr{\"o}der, M.
and Klawonn, Frank
and Kruse, Rudolf},
  editor = {Herrera, F.
and Verdegay, Jos{\'e} Luis},
  chapter = {Sequential Optimization of Multidimensional Controllers Using Genetic Algorithms and Fuzzy Situations},
  series = {Genetic Algorithms and Soft Computing},
  year = {1996},
  publisher = {Physica-Verlag},
  pages = {419--444}
}

@inbook{M.1997a,
  author = {Schr{\"o}der, M.
and Petersen, R.
and Klawonn, Frank
and Kruse, Rudolf},
  editor = {Jamshidi, M.
and Zadeh, Lotfi A.
and Titli, A.
and Boverie, S.},
  chapter = {Two paradigms of automotive fuzzy logic applications},
  series = {Applications of Fuzzy Logic - Towards High Machine Intelligence},
  year = {1997},
  publisher = {Prentice Hall}
}

@inbook{moewes08simple,
  author = {Moewes, Christian
and Otte, Clemens
and Kruse, Rudolf},
  editor = {De, Rajat Kumar
and Mandal, Deba Prasad
and Ghosh, Ashish},
  chapter = {Simple Machine Learning Approaches to Safety-Related Systems: Image Analysis and Data Mining},
  series = {Statistical Science and Interdisciplinary Research},
  year = {2010},
  publisher = {World Scientific Publishing Co. Inc.},
  volume = {11},
  pages = {231--249},
  keywords = {Multiple-Instance Learning},
  keywords = {Safety-Related Systems},
  keywords = {Support Vector Machine},
  abstract = {The principles of machine learning become gradually more interesting to safety-related applications. This paper introduces a preprocessing method for such kind of applications. Here we concentrate on scenarios with highly unbalance misclassification costs. Therefore we briefly introduce a variation of multiple-instance learning (MIL) and recall soft margin hyperplane classifiers. According to this classifier we present a training set selection method for multidimensional problems that combines the idea of support vector pruning with pattern weighting. The proposed method guarantees both high performance and interpretable decisions. The main advantage of our proposed filter method is the obtained training set that rather prefers quasilinear classifiers during model selection. We conclude with potential extensions for future research in this domain.},
  note = {Chapter: 12},
  isbn = {978-981-4299-18-3}
}

@inbook{Nauck1995,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Pedrycz, Witold},
  chapter = {Designing Neuro-Fuzzy Systems Through Backpropagation},
  series = {Fuzzy Modelling: Paradigms and Practice},
  year = {1995},
  publisher = {Kluwer}
}

@inbook{Nauck1996,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Umano, M.
and Hayashi, I.
and Furuhashi, T.},
  chapter = {Neuro-Fuzzy Systems Research and Applications outside of Japan (in japanischer Sprache)},
  series = {Soft Computing Series},
  year = {1996},
  publisher = {Asakura Publ. Verlag},
  pages = {108--134}
}

@inbook{Nauck1996a,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Biethahn, J.
and H{\"o}hnerloh, A.
and Nissen, V.},
  chapter = {Fuzzy-Systeme and Soft Computing},
  series = {Fuzzy Set Theorie in betriebswirtschaftlichen Anwendungen},
  year = {1996},
  publisher = {Franz Vahlen Verlag},
  pages = {1--19}
}

@inbook{Nauck2000,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Azvine, Behnam
and Azarmi, Nader
and Nauck, Detlef},
  chapter = {NEFCLASS-J --- A JAVA-Based Soft Computing Tool},
  series = {Intelligent Systems and Soft Computing: Prospects, Tools and App},
  year = {2000},
  publisher = {Springer},
  pages = {139--160}
}

@inbook{Nauck2001,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Riccia, Giacomo Della
and Lenz, Hans-Joachim
and Kruse, Rudolf},
  chapter = {Information Fusion in Neuro-Fuzzy Systems},
  series = {Data Fusion and Perception},
  year = {2001},
  publisher = {Springer},
  pages = {77--90}
}

@inbook{nauck94dd,
  author = {Nauck, Detlef},
  editor = {Kruse, Rudolf
and Gebhardt, J{\"o}rg
and Palm, Rainer},
  chapter = {Building Neural Fuzzy Controllers with \{NEFCON--I\}},
  year = {1994},
  publisher = {Vieweg},
  pages = {141--151}
}

@inbook{nauck94ee,
  author = {Nauck, Detlef},
  editor = {Kruse, Rudolf
and Gebhardt, J{\"o}rg
and Palm, Rainer},
  chapter = {Fuzzy Neuro Systems: An Overview},
  year = {1994},
  publisher = {Vieweg},
  pages = {91--107}
}

@inbook{nauck95b,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Pedrycz, Witold},
  chapter = {Designing Neuro--Fuzzy Systems Through Backpropagation: Paradigms and Practice},
  year = {1996},
  publisher = {Kluwer}
}

@inbook{Nusser2009IGI,
  author = {Nusser, Sebastian
and Otte, Clemens
and Hauptmann, Werner
and Kruse, Rudolf},
  chapter = {Learning Verifiable Ensembles for Classification Problems with High Safety Requirements: Integrating Advanced Technology},
  year = {2009},
  publisher = {IGI Global},
  note = {accepted}
}

@inbook{R.1987b,
  author = {Kruse, Rudolf
and Schwecke, E.},
  chapter = {Propagation von Unsch{\"a}rfe},
  year = {1987},
  publisher = {TU Braunschweig},
  volume = {09}
}

@inbook{R.1988,
  author = {Kruse, Rudolf
and Gebhardt, J{\"o}rg
and Knop, J.},
  editor = {Fuchssteiner, B.
and Lengauer, T.
and Skala, H.},
  chapter = {On a Dialog System for Modelling and Statistical Analysis of Linguistic Data},
  series = {Methods of Operations Research},
  year = {1988},
  publisher = {Anton Hain Verlag},
  volume = {60}
}

@inbook{R.1988a,
  author = {Kruse, Rudolf
and Freckmann, J.
and Eike, M.},
  editor = {Faulbaum, F.
and Uehlinger, H.},
  chapter = {Ein Programmsystem f{\"u}r statistische Untersuchungen mit unscharfen Daten},
  series = {Fortschritte der Statistik Software},
  year = {1988},
  publisher = {Gustav Fischer Verlag},
  volume = {1}
}

@inbook{R.1993,
  author = {Kruse, Rudolf
and Gebhardt, J{\"o}rg
and Klawonn, Frank},
  editor = {Lowen, R.
and Roubens, M.},
  chapter = {Numerical and Logical Approaches to Fuzzy Set Theory by the Context Model},
  series = {Theory and Decision Library, Series D},
  year = {1993},
  publisher = {Kluwer},
  pages = {365--376}
}

@inbook{R.1997e,
  author = {Kruse, Rudolf
and Gebhardt, J{\"o}rg},
  editor = {Gabbay, D. M.
and Kruse, Rudolf
and Ohlbach, H. J.
and Nonnengart, A.},
  chapter = {Background and perspectives of possibilistic graphical models},
  series = {Qualitative and Quantitative Practical Reasoning: ECSQARU/FAPR'9},
  year = {1997},
  publisher = {Springer},
  pages = {108--121}
}

@inbook{R.1997g,
  author = {Kruse, Rudolf
and Gebhardt, J{\"o}rg
and Gil, Mar{\'i}a {\'A}ngeles},
  editor = {Webster, John G.},
  chapter = {Fuzzy statistics},
  series = {Encyclopedia of Electrical and Electronics Engineering},
  year = {1997},
  publisher = {Wiley}
}

@inbook{R.1997h,
  author = {Kruse, Rudolf
and Smets, Philippe},
  editor = {Smets, Philippe
and Motro, A.},
  chapter = {The transferable belief model for belief representation},
  series = {Uncertainty Management in Information Systems},
  year = {1997},
  publisher = {Kluwer}
}

@inbook{R.1997q,
  author = {Kruse, Rudolf
and Nauck, Detlef},
  editor = {Biethahn, J.
and Nissen, V.
and H{\"o}hnerloh, A.},
  chapter = {Fuzzy-Systeme und Soft Computing},
  series = {Fuzzy Set Theorie in betriebswirtschaftlichen Anwendungen},
  year = {1997},
  publisher = {Franz Vahlen Verlag},
  pages = {1--19}
}

@inbook{R.1998b,
  author = {Borgelt, Christian
and Kruse, Rudolf},
  editor = {Nakhaeizadeh, Gholamreza},
  chapter = {Attributauswahlma{\ss}e f{\"u}r die \{I\}nduktion von Entscheidungsb{\"a}umen: Ein {\"U}berblick},
  series = {Data Mining: Theoretische Aspekte und Anwendungen},
  year = {1998},
  publisher = {Physica-Verlag},
  pages = {77--98}
}

@inbook{R.1998f,
  author = {Kruse, Rudolf
and Gebhardt, J{\"o}rg},
  editor = {Smets, Philippe
and Gabbay, D. M.},
  chapter = {Parallel combination of information sources},
  series = {Handbook of Defeasible Reasoning and Uncertainty Management Syst},
  year = {1998},
  publisher = {Kluwer Academic},
  volume = {3},
  pages = {329--375}
}

@inbook{R.1998g,
  author = {Kruse, Rudolf
and Gebhardt, J{\"o}rg},
  editor = {Parsons, Simon
and Hunter, Anthony},
  chapter = {Background to and perspectives on possibilistic graphical models},
  series = {Applications of Uncertainty Formalisms},
  year = {1998},
  publisher = {Springer},
  pages = {397--415}
}

@inbook{R.1998r,
  author = {Kruse, Rudolf
and Siekmann, S.
and Neuneier, R.},
  editor = {Bol, G.
and Vollmer, K. H.
and Nakhaeizadeh, Gholamreza},
  chapter = {Neuro-Fuzzy Methods in Finance Applied to the German Stock Index DAX},
  series = {Risk Measurement, Econometrics and Neural Networks, Contribution},
  year = {1998},
  publisher = {Physica-Verlag, Springer}
}

@inbook{R.1998s,
  author = {Nauck, Detlef
and Kruse, Rudolf},
  editor = {Ruspini, E.
and Pedrycz, Witold
and Bonissone, P. P.},
  chapter = {Neuro-fuzzy systems},
  series = {Handbook of Fuzzy Computation},
  year = {1998},
  publisher = {Institute of Physics Publishing Ltd.}
}

@inbook{R.1998t,
  author = {Kruse, Rudolf
and Nauck, Detlef},
  editor = {Dubois, Didier
and Prade, Henri},
  chapter = {Neuro-fuzzy methods in fuzzy rule generation},
  series = {Approximate Reasoning and Fuzzy Information Systems, Handbook of},
  year = {1998},
  publisher = {Kluwer}
}

@inbook{R.1998u,
  author = {Kruse, Rudolf
and Nauck, Detlef},
  editor = {Biethahn, J.
and H{\"o}hnerloh, A.
and Kuhl, J.
and Leisewitz, M.-C.
and Nissen, V.
and Tietze, M.},
  chapter = {Fuzzy Systeme und Neuro-Fuzzy Systeme},
  series = {Computational Intelligence},
  year = {1998},
  publisher = {Vieweg},
  pages = {35--54}
}

@inbook{rehm2008efficient,
  author = {Rehm, Frank
and Klawonn, Frank
and Kruse, Rudolf},
  editor = {Wang, John},
  chapter = {Efficient Visualization of High-Dimensional Data with Polar Coordinates},
  year = {2008},
  publisher = {Idea Group Publishing},
  keywords = {Data Visualization},
  keywords = {MDSpolar},
  keywords = {POLARMAP},
  keywords = {Sammon's Mapping},
  abstract = {Many applications in science and business such as signal analysis or costumer segmentation deal with large amounts of data which are usually high dimensional in the feature space. As a part of preprocessing and exploratory data analysis, visualization of the data helps to decide which kind of data mining method probably leads to good results or whether outliers or noisy data need to be treated before (Barnett and Lewis, 1994; Hawkins, 1980). Since the visual assessment of a feature space that has more than three dimensions is not possible, it becomes necessary to find an appropriate visualization scheme for such data sets.^M Multidimensional scaling (MDS) is a family of methods that seek to present the important structure of the data in a reduced number of dimensions. Due to the approach of distance preservation that is followed by conventional MDS techniques, resource requirements regarding memory space and computation time are fairly high and prevent their application to large data sets. In this work we will present two methods that visualize high-dimensional data on the plane using a new approach. An algorithm will be presented that allows applying our method on larger data sets. We will also present some results on a benchmark data set.^M},
  note = {Edition: 2nd},
  isbn = {978-1-60566-010-3},
  url = {http://elib.dlr.de/46887}
}

@inbook{rehm2009densitybased,
  author = {Rehm, Frank
and Klawonn, Frank
and Kruse, Rudolf},
  editor = {Okada, Akinori
and Imaizumi, Tadashi
and Bock, Hans-Hermann
and Gaul, Wolfgang},
  chapter = {Density-Based Multidimensional Scaling},
  year = {2009},
  publisher = {Springer},
  pages = {53--60},
  abstract = {Multidimensional scaling provides dimensionality reduction for high-dimensional data. Most of the available techniques try to preserve similarity in terms of distances between data objects. In this paper a new approach is proposed that extends the distance preserving aspect by means of density preservation. Combining both, the distance aspect and the density aspect, permits efficient multidimensional scaling solutions.},
  doi = {10.1007/978-3-642-00668-5_5},
  url = {http://www.springerlink.com/content/l65175m574187208}
}

@inbook{rehm_clustervis_2007,
  author = {Rehm, Frank
and Klawonn, Frank
and Kruse, Rudolf},
  editor = {Lenz, Hans-Joachim
and Decker, Reinhold},
  chapter = {Single Cluster Visualization to Optimize Air Traffic Management},
  year = {2007},
  publisher = {Springer},
  pages = {319--325},
  keywords = {bibtex-import},
  abstract = {In this paper we present an application of single cluster visualization (SCV) a technique to visualize single clusters of high-dimensional data. This method maps a single cluster to the plane trying to preserve the relative distances of feature vectors to the corresponding prototype vector. Thus, fuzzy clustering results representing relative distances in the form of a partition matrix as well as hard clustering partitions can be visualized with this technique. The resulting two-dimensional scatter plot illustrates the compactness of a certain cluster and the need of additional prototypes as well. In this work, we will demonstrate the visualization method on a practical application.},
  note = {citeulike-article-id=\{1995904\}},
  note = {priority=\{0\}},
  isbn = {978-3-540-70980-0},
  doi = {10.1007/978-3-540-70981-7_36}
}

@inbook{S.1998,
  author = {Siekmann, S.
and Kruse, Rudolf
and Neuneier, R.},
  editor = {Biethahn, J.
and H{\"o}hnerloh, A.
and Kuhl, J.
and Leisewitz, M.-C.
and Tietze, M.
and Nissen, V.},
  chapter = {T{\"a}gliche Prognose des Deutschen Aktienindex DAX mit Neuro-Fuzzy-Methoden},
  series = {Betriebswirtschaftliche Anwendungen des Soft Computings, Computa},
  year = {1998},
  publisher = {Vieweg}
}

@inbook{S.1999,
  author = {Siekmann, S.
and Kruse, Rudolf
and Neuneier, R.},
  editor = {Zadeh, Lotfi A.
and Kacprzyk, J.},
  chapter = {Neuro-Fuzzy Methods For Data Analysis},
  series = {Computing with Words in Information/Intelligent Systems 2},
  year = {1999},
  publisher = {Physica-Verlag}
}

@inbook{S.1999a,
  author = {Siekmann, S.
and Neuneier, R.
and Kruse, Rudolf},
  editor = {Ribero, R. A.
and Yager, Ronald R.
and Kacprzyk, J.},
  chapter = {Neuro-Fuzzy Methods Applied to the German Stock Index DAX},
  series = {Soft Computing in Financial Engineering},
  year = {1999},
  publisher = {Physica-Verlag}
}

@inbook{Smets1996,
  author = {Smets, Philippe
and Kruse, Rudolf},
  editor = {Motro, A.
and Smets, Philippe},
  chapter = {The Transferable Belief Model for Belief Representation: From Needs to Solutions},
  year = {1996},
  publisher = {Kluwer Academic Publishers},
  pages = {343--368}
}

@inbook{Steinbrecher_Kruse-2007b,
  author = {Steinbrecher, Matthias
and Kruse, Rudolf},
  editor = {K{\"o}ppen, Veit
and M{\"u}ller, Roland M.},
  chapter = {Visualizing Interesting Rules through Belief Network Inspection: Methods and Applications},
  series = {Studien zur Wirtschaftsinformatik},
  year = {2007},
  publisher = {Verlag Dr. Kova\{{\backslash}v\{c\}\}, Hamburg},
  volume = {23},
  pages = {95--101},
  note = {Essays in Honor of Prof. Dr. Hans-J. Lenz},
  isbn = {978-3-8300-3141-3}
}

@inbook{steinrueg2008applicationgraphical,
  author = {Steinbrecher, Matthias
and R{\"u}gheimer, Frank
and Kruse, Rudolf},
  editor = {Prokhorov, Danil},
  chapter = {Application of Graphical Models in the Automotive Industry},
  series = {Studies in Computational Intelligence},
  year = {2008},
  publisher = {Springer Berlin / Heidelberg},
  volume = {132/2008},
  pages = {79--88},
  note = {Chapter: 5},
  isbn = {978-3-540-79256-7},
  doi = {10.1007/978-3-540-79257-4_5}
}

@inbook{winkler2010fuzzyclusteringrepulsive,
  author = {Rehm, Frank
and Winkler, Roland
and Kruse, Rudolf},
  editor = {Laurent, Anne
and Lesot, Marie-Jeanne},
  chapter = {Fuzzy Clustering with Repulsive Prototypes: Methods and Design},
  year = {2010},
  publisher = {Information Science Reference},
  pages = {332--345},
  url = {http://elib.dlr.de/63935/}
}

This file was generated by bibtex2html 1.96.