[1] Rudolf Kruse and Matthias Steinbrecher. Visual data analysis with computational intelligence methods. Bulletin of the Polish Academy of Sciences, 58(3), 2010. [ bib ]
[2] Radim Belohlavek and Rudolf Kruse. Editor's foreword. Computer and System Sciences, 76(1):1-2, 2010. [ bib ]
[3] Matthias Steinbrecher and Rudolf Kruse. Visualizing and fuzzy filtering for discovering temporal trajectories of association rules. Journal of Computer and System Sciences, 76(1):77-87, 2010. [ bib | DOI | http ]
[4] Mirko Böttcher, Martin Spott, Detlef Nauck, and Rudolf Kruse. Mining changing customer segments in dynamic markets. Expert Systems with Applications, 36(1):155-164, 2009. [ bib | DOI ]
[5] Tobias Günther, Iris Müller, Markus Preuss, Rudolf Kruse, and Bernhard Sabel. A treatment outcome prediction model of visual field recovery using self-organizing-maps. IEEE Transactions on Biomedical Engineering, 56(3):572-581, 2009. [ bib | DOI | http ]
[6] Christian Moewes and Rudolf Kruse. Zuordnen von linguistischen {A}usdrücken zu {M}otiven in {Z}eitreihen. at-Automatisierungstechnik, 57(3):146-154, 2009. [ bib | DOI ]
[7] Sebastian Nusser, Clemens Otte, Werner Hauptmann, Oskar Leirich, Manfred Krätschmer, and Rudolf Kruse. Maschinelles lernen von validierbaren klassifikatoren zur autonomen steuerung sicherheitsrelevanter systeme. at - Automatisierungstechnik, 57(3):138-145, 2009. in German. [ bib | DOI ]
[8] Steffen Kempe, Jochen Hipp, Carsten Lanquillon, and Rudolf Kruse. Mining frequent temporal patterns in interval sequences. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), 16(5):645-661, 2008. [ bib | DOI ]
[9] Rudolf Kruse and Christian Moewes. Fuzzy neural network. Scholarpedia, 3(11):6043, 2008. [ bib | http ]
[10] Jochem W. Rieger, Christoph Reichert, Karl R. Gegenfurtner, Toemme Noesselt, Christoph Braun, Hans-Jochen Heinze, Rudolf Kruse, and Hermann Hinrichs. Predicting the recognition of natural scenes from single trial meg recordings of brain activity. NeuroImage, 42(3):1056-1068, 2008. [ bib | DOI ]
[11] Ulrich Bodenhofer, Eyke Hüllermeier, Frank Klawonn, and Rudolf Kruse. Special issue on soft computing for information mining [editorial]. Soft Computing: A Fusion of Foundations, Methodologies and Applications, 11(5):397-399, 2007. [ bib | DOI | http ]
[12] Frank Rehm, Frank Klawonn, and Rudolf Kruse. Visualization of fuzzy classifiers. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), 15(5):615-624, 2007. [ bib | DOI ]
[13] Frank Rehm, Frank Klawonn, and Rudolf Kruse. A novel approach to noise clustering for outlier detection. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11(5):489-494, 2007. [ bib | DOI | http ]
[14] Xiaomeng Wang, Detlef Nauck, Martin Spott, and Rudolf Kruse. Intelligent data analysis with fuzzy decision trees. Soft Computing: A Fusion of Foundations, Methodologies and Applications, 11(5):439-457, 2007. [ bib | DOI | http ]
[15] Mirko Böttcher, Detlef Nauck, Christian Borgelt, and Rudolf Kruse. A framework for discovering interesting business changes from data. BT Technology Journal, 24(2):219-228, 2006. [ bib ]
[16] Frank Rehm, Frank Klawonn, and Rudolf Kruse. Polarmap - efficient visualisation of high dimensional data. Proceedings of the conference on Information Visualization, pages 731-740, 2006. [ bib | DOI ]
[17] Aljoscha Klose and Rudolf Kruse. Semi-supervised learning in knowledge discovery. Fuzzy Sets and Systems, 149:209-233, 2005. [ bib | DOI ]
[18] Christian Borgelt, Jörg Gebhardt, Rudolf Kruse, and Detlef Nauck. Probabilistische graphische modelle und ihre anwendung in der automobilindustrie. Datenbank Spektrum - Zeitschrift für Datenbanktechnologie, 4(9), 2004. [ bib ]
[19] J. Marx-Gómez, Heiko Timm, Christian Borgelt, Christian Döring, and Rudolf Kruse. An extension to possibilistic fuzzy cluster analysis. Fuzzy Sets and Systems, 147:3-16, 2004. [ bib ]
[20] Heiko Timm, C. Rautenstrauch, Christian Döring, and Rudolf Kruse. Different approaches to fuzzy clustering of incomplete datasets. International Journal of Approximate Reasoning, 35:239-249, 2004. [ bib ]
[21] Heinz Detmer, Jörg Gebhardt, Christian Borgelt, and Rudolf Kruse. Knowledge revision in markov networks. Mathware {&} Soft Computing, 11(2-3):93-107, 2004. [ bib ]
[22] Rudolf Kruse and Aljoscha Klose. Recent advances in exploratory data analysis with neuro-fuzzy methods. Soft Comput., 8(6):381-382, 2004. [ bib | DOI ]
[23] Heiko Timm, Christian Borgelt, Christian Döring, and Rudolf Kruse. An extension to possibilistic fuzzy cluster analysis. Fuzzy Sets and Systems, 147:3-16, 2004. issue={1}. [ bib ]
[24] Christian Borgelt, Guido Lindner, and Rudolf Kruse. Learning possibilistic graphical models from data. IEEE Transaction Fuzzy Systems, 11(2):159-172, 2003. [ bib ]
[25] Christian Borgelt and Rudolf Kruse. Operations and evaluation measures for learning possibilistic graphical models. Artificial Intelligence, 148:385-418, 2003. issue={1-2}. [ bib ]
[26] Rudolf Kruse and Christian Borgelt. Information mining: Editorial. Int. Journal of Approximate Reasoning, 32:63-65, 2003. [ bib ]
[27] G. K. Hartmann, Andreas Nürnberger, M. Richards, Rudolf Kruse, and Detlef Nauck. A neuro-fuzzy approach to optimise hierarchical recurrent fuzzy systems. Fuzzy Optimization and Decision Making, 1(2):221-248, 2002. [ bib ]
[28] G. K. Hartmann, Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse, and M. Richards. Somaccess - ein softwareprototyp zur interaktiven navigation in textdatenbanken. Künstliche Intelligenz, 3(2):59-64, 2002. [ bib ]
[29] Christian Borgelt, A. Eichhorn, Rudolf Kruse, and Detlef Nauck. Learning from imprecise data: Possibilistic graphical models. Computational Statistics and Data Analysis, 38:449-463, 2002. [ bib ]
[30] A. Eichhorn, Heiko Timm, Aljoscha Klose, and Rudolf Kruse. Soft computing for automated surface quality analysis of exterior car body panels. Soft Computing Journal, 2002. [ bib ]
[31] J. Marx-Gómez, Jörg Gebhardt, C. Rautenstrauch, Andreas Nürnberger, and Rudolf Kruse. Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing. Knowledge-Based Systems, 15(2):119-128, 2002. [ bib ]
[32] Heiko Timm, Christian Döring, and Rudolf Kruse. Fuzzy cluster analysis of partially missing data sets. Second International Workshop on Hybrid Methods for Adaptive Systems I, pages 426-431, 2002. [ bib ]
[33] Christian Borgelt and Rudolf Kruse. Unsicherheit und {V}agheit: {B}egriffe, {M}ethoden, {F}orschungsthemen. {K}ünstliche Intelligenz, {T}hemenheft Unsicherheit und {V}agheit, 15(3):5-8, 2001. [ bib ]
[34] Rudolf Kruse, Andreas Nürnberger, A. Radetzky, and Jörg Gebhardt. Using recurrent neuro-fuzzy techniques for the identification and simulation of dynamic systems. Neurocomputing, 36:123-147, 2001. [ bib ]
[35] S. Siekmann, Rudolf Kruse, F. van Overbeek, R. Cooke, and Jörg Gebhardt. Information fusion in the context of stock index prediction. International Journal of Intelligent Systems, 11:1285-1298, 2001. [ bib ]
[36] Aljoscha Klose, A. Radetzky, Rudolf Kruse, Andreas Nürnberger, G. K. Hartmann, and M. Richards. Interactive text retrieval based on document similarities. Physics and Chemistry of the Earth, pages 649-654, 2000. [ bib ]
[37] G. K. Hartmann, Andreas Nürnberger, Detlef Nauck, and Rudolf Kruse. Neuro-fuzzy control based on the nefcon-model. Soft Computing, 2(4):182-186, 1999. [ bib ]
[38] Detlef Nauck, Jörg Gebhardt, and Rudolf Kruse. Neuro-fuzzy systems for function approximation. Fuzzy Sets and Systems, 101:261-271, 1999. [ bib ]
[39] Detlef Nauck, Jörg Gebhardt, and Rudolf Kruse. Obtaining interpretable fuzzy classification rules from medical data. Artificial Intelligence in Medicine, 16:149-169, 1999. [ bib ]
[40] Rudolf Kruse. Neuro-fuzzy-systeme in der datenanalyse. Magdeburger Wissenschaftsjournal, 2, 1999. [ bib ]
[41] A. Radetzky and Rudolf Kruse. Neuronale fuzzy-systeme in der datenanalyse. Magdeburger Wissenschaftsjournal, 2, 1999. [ bib ]
[42] Rudolf Kruse, Detlef Nauck, and M. Schröder. Neuro-fuzzy systems for function approximation, fuzzy sets and systems. 101:261-271, 1999. [ bib ]
[43] Christian Borgelt, Jörg Gebhardt, Rudolf Kruse, Detlef Nauck, and Guido Lindner. Lernen probabilistischer and possibilistischer netze aus daten: Theorie und anwendung. KI-Themenheft Data Mining, pages 11-17, 1998. [ bib ]
[44] Rudolf Kruse and Jörg Gebhardt. Book-review: Expert systems and probabilistic network models. Mathematical Methods of Operations Research, pages 337-339, 1998. [ bib ]
[45] Detlef Nauck, R. Buck-Emden, and Rudolf Kruse. Nefclass-x - a soft computing tool to build readable fuzzy classifiers. BT Technology Journal, 16(3):180-190, 1998. [ bib ]
[46] Aljoscha Klose, Frank Klawonn, Rudolf Kruse, and Detlef Nauck. Constructing a fuzzy controller from data. Fuzzy Sets and Systems, 85:177-193, 1997. [ bib ]
[47] Rudolf Kruse and K. Michels. Numerical stability analysis for fuzzy control. International Journal of Approximate Reasoning, 1997. [ bib ]
[48] Rudolf Kruse, Frank Klawonn, and Detlef Nauck. Erlernen von fuzzy-regeln. Informatik, Forschung und Entwicklung, 12(1):2-6, 1997. [ bib ]
[49] Rudolf Kruse, S. Siekmann, Detlef Nauck, and Frank Klawonn. Neuronale fuzzy-systeme. Spektrum der Wissenschaft, (4):92-99, 1997. [ bib ]
[50] Detlef Nauck, R. Cordes, and Rudolf Kruse. A neuro-fuzzy method to learn fuzzy classification rules from data. Fuzzy Sets and Systems, 89:277-288, 1997. [ bib ]
[51] A. Radetzky and Rudolf Kruse. Fuzzy-systeme - positive aspekte der unvollkommenheit. Informatik Spektrum, 19(1):4-11, 1996. [ bib ]
[52] Jörg Gebhardt and Rudolf Kruse. Automated construction of possibilistic networks from data. Journal of Applied Mathematics and Computer Science, 3(6):101-136, 1996. [ bib ]
[53] Christian Döring, Frank Klawonn, Jörg Gebhardt, and Rudolf Kruse. Fuzzy control on the basis of equality relations with example from idle speed control. IEEE Transactions on Fuzzy Systems, 3(3):336-356, 1995. [ bib ]
[54] Rudolf Kruse, Detlef Nauck, and Frank Klawonn. Neuronale fuzzy-systeme. Spektrum der Wissenschaft, Juli(Heft 6/1995):34-41, 1995. [ bib ]
[55] Frank Klawonn and Rudolf Kruse. A lukasiewicz logic based prolog. Mathware and Soft Computing, 1:5-29, 1994. [ bib ]
[56] J. Marx-Gómez, Jörg Gebhardt, and Rudolf Kruse. The context model: An integrating view of uncertainty and vagueness. Int. J. of Approximate Reasoning, 1993. [ bib ]
[57] E. Schwecke, Frank Klawonn, and Rudolf Kruse. Equality relations as a basis for fuzzy control. Fuzzy Sets and Systems, 54:147-156, 1993. [ bib ]
[58] Rudolf Kruse. Fuzzy logic at the university of braunschweig. La Lettre Logique Floue, 4, 1993. [ bib ]
[59] Rudolf Kruse. Fuzzy-systeme: Einige klarstellungen. KI 4, Sparte Pro und Kontra, 1993. [ bib ]
[60] Detlef Nauck, Frank Klawonn, and Rudolf Kruse. Fuzzy sets, fuzzy controllers, and neural networks. Wissenschaftliche Zeitschrift der Humboldt-Universität zu Berlin, R. Medizin, 41(4):99-120, 1992. [ bib ]
[61] Rudolf Kruse. Esprit-projekt. KI, DRUMS Defeasible Reasoning and Uncertainty Management Systems, 4, 1991. [ bib ]
[62] Rudolf Kruse, R. Cooke, Jörg Gebhardt, and Frank Klawonn. Modellierung von vagheit und unsicherheit- fuzzy logic und andere kalküle. KI, 4, 1991. [ bib ]
[63] Rudolf Kruse and E. Schwecke. Fuzzy reasoning in a multidimensional space of hypotheses. Int. Journal of Approximate Reasoning, 4:47-68, 1990. [ bib ]
[64] Rudolf Kruse and E. Schwecke. Specialization, a new concept for uncertainty handling with belief function. International Journal of General Systems, 18(1):49-58, 1990. [ bib ]
[65] Rudolf Kruse, W. Struckmann, and E. Schwecke. Über ein integriertes informationssystem für die landwirtschaft. Mitteilungen der TU Braunschweig, 24, 1989. [ bib ]
[66] Rudolf Kruse, W. Struckmann, and P. Friedrich. Ein modell zur integration von praxisnahen softwareprojekten in die informatikausbildung. Handbuch der modernen Datenverarbeitung, 1988. [ bib ]
[67] Rudolf Kruse. On the entropy of additive fuzzy measures. Journal of Mathematical Analysis and Applications, 122:589-595, 1987. [ bib ]
[68] W. Struckmann, Detlef Nauck, Jörg Gebhardt, and Rudolf Kruse. On the variance of random sets. Journal of Mathematical Analysis and Applications, 122:469-473, 1987. [ bib ]
[69] Rudolf Kruse. On a software tool for statistics with linguistic data. Fuzzy Sets and Systems, 24:377-383, 1987. [ bib ]
[70] Rudolf Kruse, R. Buck-Emden, and R. Cordes. Processor power considerations - an application of fuzzy markov chains. Fuzzy Sets and Systems, 21:289-299, 1987. [ bib ]
[71] Rudolf Kruse, P. Friedrich, M. Schröder, and W. Struckmann. Ein softwaretechnisches praktikum: Kooperation zwischen hochschule und industrie. Angewandte Informatik, 3:124-126, 1986. [ bib ]
[72] P. Friedrich, Rudolf Kruse, and W. Struckmann. Dv-profis und studenten bilden softwareteam. Computerwoche, 1985. [ bib ]
[73] Rudolf Kruse. Statistical estimation with linguistic data. Information Sciences, 33:197-207, 1984. [ bib ]
[74] Rudolf Kruse. Probabilistische mengen. Wiss. Abh. der Braunschweigischen wissenschaftlichen Gesellschaft, 36:7-13, 1984. [ bib ]
[75] Rudolf Kruse. On the entropy of fuzzy events. Kybernetes, 12:53-57, 1983. [ bib | DOI ]
[76] Rudolf Kruse. Fuzzy integrals and conditional fuzzy measures. Fuzzy Sets and Systems, 10:309-313, 1983. [ bib ]
[77] Rudolf Kruse. A note on additive fuzzy measures, fuzzy sets and systems. 8:219-222, 1982. [ bib ]
[78] Rudolf Kruse. On the construction of fuzzy measures. Fuzzy Sets and Systems, 8:323-327, 1982. [ bib ]
[79] Rudolf Kruse. The strong law of large numbers for fuzzy random variables. Information sciences, 28:233-241, 1982. [ bib ]

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