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Rudolf Kruse: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Jörg Gebhardt, Rudolf Kruse
    Reasoning and Learning in Probabilistic and Possibilistic Networks: An Overview. [Citation Graph (1, 0)][DBLP]
    ECML, 1995, pp:3-16 [Conf]
  2. Rudolf Kruse, Christian Borgelt
    Data Mining with Graphical Models. [Citation Graph (0, 0)][DBLP]
    ALT, 2002, pp:22- [Conf]
  3. Frank Klawonn, Rudolf Kruse
    The Inherent Indistinguishability in Fuzzy Systems. [Citation Graph (0, 0)][DBLP]
    Logic versus Approximation, 2004, pp:6-17 [Conf]
  4. Rudolf Kruse, Christian Borgelt
    Data Mining with Graphical Models. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2002, pp:2-11 [Conf]
  5. Jörg Gebhardt, Rudolf Kruse
    Background to and perspectives on possibilistic graphical models. [Citation Graph (0, 0)][DBLP]
    Applications of Uncertainty Formalisms, 1998, pp:397-414 [Conf]
  6. Luis M. de Campos, Jörg Gebhardt, Rudolf Kruse
    Axiomatic Treatment of Possibilistic Independence. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1995, pp:77-88 [Conf]
  7. Christian Borgelt, Rudolf Kruse
    Probabilistic Graphical Models for the Diagnosis of Analog Electrical Circuits. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2005, pp:100-110 [Conf]
  8. Christian Borgelt, Rudolf Kruse
    Some Experimental Results on Learning Probabilistic and Possibilistic Networks with Different Evaluation Measures. [Citation Graph (0, 0)][DBLP]
    ECSQARU-FAPR, 1997, pp:71-85 [Conf]
  9. Christian Borgelt, Rudolf Kruse
    An Empirical Investigation of the K2 Metric. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2001, pp:240-251 [Conf]
  10. Christian Borgelt, Rudolf Kruse
    A Critique of Inductive Causation. [Citation Graph (0, 0)][DBLP]
    ESCQARU, 1999, pp:68-79 [Conf]
  11. Jörg Gebhardt, Rudolf Kruse
    Knowledge-Based Operations for Graphical Models in Planning. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2005, pp:3-14 [Conf]
  12. Jörg Gebhardt, Rudolf Kruse
    A New Approach to Semantic Aspects of Possibilistic Reasoning. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1993, pp:151-159 [Conf]
  13. Jörg Gebhardt, Rudolf Kruse
    Background and Perspectives of Possibilistic Graphical Models. [Citation Graph (0, 0)][DBLP]
    ECSQARU-FAPR, 1997, pp:108-121 [Conf]
  14. Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
    Reasoning with Mass Distributions and the Context Model. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1991, pp:81-85 [Conf]
  15. Stefan Siekmann, Jörg Gebhardt, Rudolf Kruse
    Information Fusion in the Context of Stock Index Prediction. [Citation Graph (0, 0)][DBLP]
    ESCQARU, 1999, pp:363-373 [Conf]
  16. Annette Keller, Rudolf Kruse
    Fuzzy Rule Generation for Transfer Passenger Analysis. [Citation Graph (0, 0)][DBLP]
    FSKD, 2002, pp:667-671 [Conf]
  17. Christian Borgelt, Rudolf Kruse
    Learning Graphical Models With Hypertree Structure Using a Simulated Annealing Approach. [Citation Graph (0, 0)][DBLP]
    FUZZ-IEEE, 2001, pp:135-138 [Conf]
  18. Jens Kinzel, Frank Klawonn, Rudolf Kruse
    Anpassung Genetischer Algorithmen zum Erlernen und Optimieren von Fuzzy-Reglern. [Citation Graph (0, 0)][DBLP]
    Fuzzy Days, 1994, pp:103-110 [Conf]
  19. Rudolf Kruse, Gunter Saake
    Workshop: Data Mining und Data Warehousing als Grundlage moderner entscheidungsunterstützender Systeme. [Citation Graph (0, 0)][DBLP]
    GI Jahrestagung, 1998, pp:385-386 [Conf]
  20. Rudolf Kruse, Jörg Gebhardt
    Probabilistic Graphical Models in Complex Industrial Applications. [Citation Graph (0, 0)][DBLP]
    HIS, 2005, pp:3- [Conf]
  21. Frank Rehm, Frank Klawonn, Rudolf Kruse
    Visualization of Single Clusters. [Citation Graph (0, 0)][DBLP]
    ICAISC, 2006, pp:663-671 [Conf]
  22. Frank Klawonn, Jens Kinzel, Rudolf Kruse
    Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1994, pp:28-33 [Conf]
  23. Frank Rehm, Frank Klawonn, Rudolf Kruse
    MDSpolar: A New Approach for Dimension Reduction to Visualize High Dimensional Data. [Citation Graph (0, 0)][DBLP]
    IDA, 2005, pp:316-327 [Conf]
  24. Detlef Nauck, Frank Klawonn, Rudolf Kruse, Uwe Lohs
    Reasoning under Uncertainty with Temporal Aspects. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 1992, pp:572-580 [Conf]
  25. Heiko Timm, Christian Döring, Rudolf Kruse
    Differentiated Treatment of Missing Values in Fuzzy Clustering. [Citation Graph (0, 0)][DBLP]
    IFSA, 2003, pp:354-361 [Conf]
  26. Rudolf Kruse, Erhard Schwecke, Frank Klawonn
    On a Tool for Reasoning with Mass Distributions. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1991, pp:1190-1195 [Conf]
  27. Jörg Gebhardt, Rudolf Kruse
    A Numerical Framework for Possibilistic Abduction. [Citation Graph (0, 0)][DBLP]
    IPMU, 1994, pp:281-291 [Conf]
  28. Rudolf Kruse, Erhard Schwecke
    On the Combination of Information Sources. [Citation Graph (0, 0)][DBLP]
    IPMU, 1990, pp:24-30 [Conf]
  29. Frank Rehm, Frank Klawonn, Rudolf Kruse
    POLARMAP - Efficient Visualisation of High Dimensional Data. [Citation Graph (0, 0)][DBLP]
    IV, 2006, pp:731-740 [Conf]
  30. Rudolf Kruse, Christian Borgelt
    Data Mining with Graphical Models. [Citation Graph (0, 0)][DBLP]
    KI, 1998, pp:3-16 [Conf]
  31. Detlef Nauck, Frank Klawonn, Rudolf Kruse
    Combining Neural Networks and Fuzzy Controllers. [Citation Graph (0, 0)][DBLP]
    FLAI, 1993, pp:35-46 [Conf]
  32. Christian Borgelt, Rudolf Kruse
    Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering. [Citation Graph (0, 0)][DBLP]
    PKDD, 2004, pp:52-62 [Conf]
  33. Peter Friedrich, Rudolf Kruse, Werner Struckmann
    Das Salzgitter-Modell - Ein Beispiel für die Zusammenarbeit zwischen Hochschule und Industrie bei der Entwicklung komplexer Software-Systeme. [Citation Graph (0, 0)][DBLP]
    GI-Fachgespräch über Rechenzentren, 1989, pp:214-222 [Conf]
  34. Aljoscha Klose, Rudolf Kruse, Karsten Schulz, Ulrich Thoennessen
    Controlling Asymmetric Errors in Neuro-Fuzzy Classification. [Citation Graph (0, 0)][DBLP]
    SAC (1), 2000, pp:505-509 [Conf]
  35. Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
    A fuzzy controller for idle speed regulation. [Citation Graph (0, 0)][DBLP]
    SAC, 1994, pp:155-160 [Conf]
  36. Detlef Nauck, Rudolf Kruse
    NEFCLASSmdash;a neuro-fuzzy approach for the classification of data. [Citation Graph (0, 0)][DBLP]
    SAC, 1995, pp:461-465 [Conf]
  37. Bernd Reusch, Lotfi A. Zadeh, Mohammad Jamshidi, Rudolf Kruse, Enrique H. Ruspini
    Future trends in fuzzy logic application (panel session). [Citation Graph (0, 0)][DBLP]
    SAC, 1994, pp:594-595 [Conf]
  38. Rudolf Kruse, Aljoscha Klose
    Information Mining: Applications in Image Processing. [Citation Graph (0, 0)][DBLP]
    SOFSEM, 2000, pp:266-287 [Conf]
  39. Rudolf Kruse, Christian Borgelt, Detlef Nauck
    Problems and Prospects in Fuzzy Data Analysis. [Citation Graph (0, 0)][DBLP]
    Intelligent Systems and Soft Computing, 2000, pp:95-109 [Conf]
  40. Detlef Nauck, Rudolf Kruse
    NEFCLASS-J - A JAVA-Based Soft Computing Tool. [Citation Graph (0, 0)][DBLP]
    Intelligent Systems and Soft Computing, 2000, pp:139-160 [Conf]
  41. Rudolf Kruse, Detlef Nauck, Frank Klawonn
    Reasoning with Mass Distributions. [Citation Graph (0, 0)][DBLP]
    UAI, 1991, pp:182-187 [Conf]
  42. Rudolf Kruse, Frank Klawonn
    Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen. [Citation Graph (0, 0)][DBLP]
    Konzeption und Einsatz von Umweltinformationssystemen, 1990, pp:169-176 [Conf]
  43. Christian Borgelt, Rudolf Kruse
    Operations and evaluation measures for learning possibilistic graphical models. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2003, v:148, n:1-2, pp:385-418 [Journal]
  44. Philippe Besnard, Yves Moinard, Wilmer Pereira, Michael Clarke, Nic Wilson, Miguel Delgado, Serafín Moral, Juan Cano, Didier Dubois, Henri Prade, Luis Fariñas del Cerro, Jérôme Lang, Stéphane Amarger, John Fox, Paul Krause, Michael Dohnal, Christine Froidevaux, Jérôme Mengin, Ramon López de Mántaras, Lluis Godo, E. H. Mamdani, John Bigham, Simon Parsons, Rudolf Kruse, Olivier Paillet, Pierre Siegel, Philippe Smets, Yen-Teh Hsia, Alessandro Saffiotti, Robert Kennes, Hong Xu, Elizabeth Umkehrer, Kurt Sundermeyer, Chris Whitney
    DRUMS: Defeasible Reasoning and Uncertainty Management Systems. [Citation Graph (0, 0)][DBLP]
    AI Commun., 1993, v:6, n:1, pp:27-46 [Journal]
  45. Detlef Nauck, Rudolf Kruse
    Obtaining interpretable fuzzy classification rules from medical data. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 1999, v:16, n:2, pp:149-169 [Journal]
  46. Andreas Eichhorn, Daniela Girimonte, Aljoscha Klose, Rudolf Kruse
    Soft computing for automated surface quality analysis of exterior car body panels. [Citation Graph (0, 0)][DBLP]
    Appl. Soft Comput., 2005, v:5, n:3, pp:301-313 [Journal]
  47. Christian Borgelt, Rudolf Kruse
    Probabilistische grafische Modellle und ihre Anwendung in der Automobilindustrie. [Citation Graph (0, 0)][DBLP]
    Datenbank-Spektrum, 2004, v:9, n:, pp:18-23 [Journal]
  48. Aljoscha Klose, Rudolf Kruse
    Semi-supervised learning in knowledge discovery. [Citation Graph (0, 0)][DBLP]
    Fuzzy Sets and Systems, 2005, v:149, n:1, pp:209-233 [Journal]
  49. Heiko Timm, Christian Borgelt, Christian Döring, Rudolf Kruse
    An extension to possibilistic fuzzy cluster analysis. [Citation Graph (0, 0)][DBLP]
    Fuzzy Sets and Systems, 2004, v:147, n:1, pp:3-16 [Journal]
  50. Michael R. Berthold, Elizabeth Bradley, Rudolf Kruse
    Guest Editorial: "Advances in intelligent data analysis". [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2004, v:8, n:5, pp:437-438 [Journal]
  51. Rudolf Kruse, Frank Klawonn, Detlef Nauck
    Erlerner von Fuzzy-Regeln. [Citation Graph (0, 0)][DBLP]
    Inform., Forsch. Entwickl., 1997, v:12, n:1, pp:2-6 [Journal]
  52. Jörg Gebhardt, Rudolf Kruse
    The context model: An integrating view of vagueness and uncertainty. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 1993, v:9, n:3, pp:283-314 [Journal]
  53. Rudolf Kruse, Christian Borgelt
    Information mining. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2003, v:32, n:2-3, pp:63-65 [Journal]
  54. Rudolf Kruse, Erhard Schwecke
    Fuzzy reasoning in a multidimensional space of hypotheses. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 1990, v:4, n:1, pp:47-68 [Journal]
  55. Kai Michels, Rudolf Kruse
    Numerical stability analysis for fuzzy control. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 1997, v:16, n:1, pp:3-24 [Journal]
  56. Heiko Timm, Christian Döring, Rudolf Kruse
    Different approaches to fuzzy clustering of incomplete datasets. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2004, v:35, n:3, pp:239-249 [Journal]
  57. Isabelle Bloch, Anthony Hunter, Alain Appriou, André Ayoun, Salem Benferhat, Philippe Besnard, Laurence Cholvy, Roger Cooke, Frédéric Cuppens, Didier Dubois, Hélène Fargier, Michel Grabisch, Rudolf Kruse, Jérôme Lang, Serafín Moral, Henri Prade, Alessandro Saffiotti, Philippe Smets, Claudio Sossai
    Fusion: General concepts and characteristics. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2001, v:16, n:10, pp:1107-1134 [Journal]
  58. Stefan Siekmann, Rudolf Kruse, Jörg Gebhardt, Franck Van Overbeek, Roger Cooke
    Information fusion in the context of stock index prediction. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2001, v:16, n:11, pp:1285-1298 [Journal]
  59. Andreas Nürnberger, Arne Radetzky, Rudolf Kruse
    Using recurrent neuro-fuzzy techniques for the identification and simulation of dynamic systems. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2001, v:36, n:1-4, pp:123-147 [Journal]
  60. Rudolf Kruse
    Fuzzy-Systeme - Positive Aspekte der Unvollkommenheit. [Citation Graph (0, 0)][DBLP]
    Informatik Spektrum, 1996, v:19, n:1, pp:4-11 [Journal]
  61. Rudolf Kruse
    The strong law of large numbers for fuzzy random variables. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1982, v:28, n:3, pp:233-241 [Journal]
  62. Rudolf Kruse
    Statistical estimation with linguistic data. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1984, v:33, n:3, pp:197-207 [Journal]
  63. Jorge Marx Gómez, Claus Rautenstrauch, Andreas Nürnberger, Rudolf Kruse
    Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing. [Citation Graph (0, 0)][DBLP]
    Knowl.-Based Syst., 2002, v:15, n:1-2, pp:119-128 [Journal]
  64. Christian Borgelt, Rudolf Kruse
    Unsicherheit und Vagheit: Begriffe, Methoden, Forschungsthemen. [Citation Graph (0, 0)][DBLP]
    KI, 2001, v:15, n:3, pp:5-8 [Journal]
  65. Christian Borgelt, Rudolf Kruse
    Unsicherheit und Vagheit - Serviceteil. [Citation Graph (0, 0)][DBLP]
    KI, 2001, v:15, n:3, pp:48- [Journal]
  66. Christian Borgelt, Rudolf Kruse, Guido Lindner
    Lernen probabilistischer und possibilistischer Netze aus Daten: Theorie und Anwendung. [Citation Graph (0, 0)][DBLP]
    KI, 1998, v:12, n:1, pp:11-17 [Journal]
  67. Christian Freksa, Rudolf Kruse, Ramon López de Mántaras
    Interview with Prof. Lotfi A. Zadeh. [Citation Graph (0, 0)][DBLP]
    KI, 2001, v:15, n:3, pp:40-43 [Journal]
  68. Rudolf Kruse
    ESPRIT - Projekt DRUMS: Defeasible Reasoning und Uncertainty Management Systems. [Citation Graph (0, 0)][DBLP]
    KI, 1991, v:5, n:4, pp:47-49 [Journal]
  69. Rudolf Kruse
    Fuzzy-Systeme - einige Klarstellungen. [Citation Graph (0, 0)][DBLP]
    KI, 1993, v:7, n:4, pp:73-74 [Journal]
  70. Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
    Modellierung von Vagheit und Unsicherheit. [Citation Graph (0, 0)][DBLP]
    KI, 1991, v:5, n:4, pp:13-17 [Journal]
  71. Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse, Gerd K. Hartmann, Michael L. Richards
    SomAccess - Ein Softwareprototyp zur interaktiven Navigation in Textdatenbanken. [Citation Graph (0, 0)][DBLP]
    KI, 2002, v:16, n:3, pp:59-64 [Journal]
  72. Rudolf Kruse, Aljoscha Klose
    Recent advances in exploratory data analysis with neuro-fuzzy methods. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 2004, v:8, n:6, pp:381-382 [Journal]
  73. Andreas Nürnberger, Detlef Nauck, Rudolf Kruse
    Neuro-fuzzy control based on the NEFCON-model: recent developments. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 1998, v:2, n:4, pp:168-182 [Journal]
  74. Xiaomeng Wang, Detlef D. Nauck, Martin Spott, Rudolf Kruse
    Intelligent data analysis with fuzzy decision trees. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 2007, v:11, n:5, pp:439-457 [Journal]
  75. Frank Rehm, Frank Klawonn, Rudolf Kruse
    A Novel Approach to Noise Clustering for Outlier Detection. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 2007, v:11, n:5, pp:489-494 [Journal]
  76. Ulrich Bodenhofer, Eyke Hüllermeier, Frank Klawonn, Rudolf Kruse
    Special Issue on Soft Computing for Information Mining. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 2007, v:11, n:5, pp:397-399 [Journal]
  77. Peter Friedrich, Rudolf Kruse, Werner Struckmann
    Ein softwaretechnisches Praktikum: Kooperation zwischen Hochschule und Industrie. [Citation Graph (0, 0)][DBLP]
    Angewandte Informatik, 1986, v:28, n:3, pp:124-126 [Journal]
  78. Christian Döring, Marie-Jeanne Lesot, Rudolf Kruse
    Data analysis with fuzzy clustering methods. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2006, v:51, n:1, pp:192-214 [Journal]
  79. Siddeswara Mayura Guru, Matthias Steinbrecher, Saman K. Halgamuge, Rudolf Kruse
    Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks. [Citation Graph (0, 0)][DBLP]
    GPC, 2007, pp:89-99 [Conf]
  80. Matthias Steinbrecher, Rudolf Kruse
    Visualization of Possibilistic Potentials. [Citation Graph (0, 0)][DBLP]
    IFSA, 2007, pp:295-303 [Conf]

  81. Ensemble Learning for Multi-source Information Fusion. [Citation Graph (, )][DBLP]


  82. Predicting Future Decision Trees from Evolving Data. [Citation Graph (, )][DBLP]


  83. Fuzzy frequent pattern discovering based on recursive elimination. [Citation Graph (, )][DBLP]


  84. Probabilistic Graphical Models for Data Mining and Planning in Automotive Industry. [Citation Graph (, )][DBLP]


  85. Estimation of Neural Network Parameters for Wheat Yield Prediction. [Citation Graph (, )][DBLP]


  86. Data Mining with Neural Networks for Wheat Yield Prediction. [Citation Graph (, )][DBLP]


  87. Regression Models for Spatial Data: An Example from Precision Agriculture. [Citation Graph (, )][DBLP]


  88. Hierarchical Spatial Clustering for Management Zone Delineation in Precision Agriculture. [Citation Graph (, )][DBLP]


  89. Effects of antecedent pruning in fuzzy classification systems. [Citation Graph (, )][DBLP]


  90. Assessing the Strength of Structural Changes in Cooccurrence Graphs. [Citation Graph (, )][DBLP]


  91. Visual Data Mining of Agriculture Data. [Citation Graph (, )][DBLP]


  92. A Condensed Representation of Itemsets for Analyzing Their Evolution over Time. [Citation Graph (, )][DBLP]


  93. Information Miner - a Data Analysis Platform. [Citation Graph (, )][DBLP]


  94. Information mining. [Citation Graph (, )][DBLP]


  95. Fuzzy Descriptions to Identify Temporal Substructure Changes of Cooccurrence Graphs. [Citation Graph (, )][DBLP]


  96. Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM. [Citation Graph (, )][DBLP]


  97. Single Cluster Visualization to Optimize Air Traffic Management. [Citation Graph (, )][DBLP]


  98. Typicality Degrees and Fuzzy Prototypes for Clustering. [Citation Graph (, )][DBLP]


  99. FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns. [Citation Graph (, )][DBLP]


  100. Feature Selection for Wheat Yield Prediction. [Citation Graph (, )][DBLP]


  101. Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval. [Citation Graph (, )][DBLP]


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