Reviewed Contributions to Conference Proceedings
- Rudolf Kruse, Detlef Nauck and Frank Klawonn. Reasoning with Mass Distributions. In B. D. D'Ambrosio, P. Smets
and P. P. Bonisonne (eds.): Uncertainty in Artificial Intelligence, pp. 182-187, San Mateo, 1991. Morgan
Kaufmann.
- Patrik Eklund, Frank Klawonn and Detlef Nauck. Distributing Errors in Neural Fuzzy Control. In Proc. 2nd
Int. Conf. on Fuzzy Logic and Neural Networks (IIZUKA'92), pp. 1139-1142, 1992.
- Jörg Gebhardt, Rudolf Kruse and Detlef Nauck. Information Compression in the Context Model. In Proc.
Workshop of North American Fuzzy Information Processing Society (NAFIPS92), pp. 296-303, Puerto Vallarta,
1992.
- Jörg Gebhardt, Rudolf Kruse and Detlef Nauck. Interpretation und Analyse von Fuzzy Daten. In Operations
Research Proc. DGOR 91, pp. 481-487. Springer-Verlag, 1992.
- Detlef Nauck, Frank Klawonn, Rudolf Kruse and Uwe Lohs. Reasoning under Uncertainty with Temporal Aspects.
In F. Belli and F.J. Radermacher (eds.): Industrial and Engineering Applications of Artificial Intelligence
and Expert Systems, Lecture Notes in Artificial Intelligence, pp. 572-580, Berlin, 1992. Springer-Verlag.
- Detlef Nauck and Rudolf Kruse. Interpreting Changes in the Fuzzy Sets of a Self-adaptive Neural Fuzzy Controller.
In Proc. Second Int. Workshop on Industrial Applications of Fuzzy Control and Intelligent Systems (IFIS'92),
pp. 146-152, College Station, Texas, 1992.
- Detlef Nauck and Rudolf Kruse. A Neural Fuzzy Controller Learning by Fuzzy Error Propagation. In Proc.
Workshop of North American Fuzzy Information Processing Society (NAFIPS92), pp. 388-397, Puerto Vallarta,
1992.
- Detlef Nauck. NEFCON-I: Eine Simulationsumgebung für Neuronale Fuzzy-Regler. In Proc. 1. GI Workshop
Fuzzy-Systeme '93, Braunschweig, 1993.
- Detlef Nauck, Frank Klawonn and Rudolf Kruse. Combining Neural Networks and Fuzzy Controllers. In: Erich Peter
Klement and Wolfgang Slany (eds.): Fuzzy Logic in Artificial Intelligence (FLAI93), pp. 35-46, Berlin,
1993. Springer-Verlag.
- Detlef Nauck and Rudolf Kruse. A Fuzzy Neural Network Learning Fuzzy Control Rules and Membership Functions
by Fuzzy Error Backpropagation. In Proc. IEEE Int. Conf. on Neural Networks 1993, pp.\ 1022-1027, San
Francisco, 1993.
- Detlef Nauck. A Fuzzy Perceptron as a Generic Model for Neuro-Fuzzy Approaches. In Proc. Fuzzy-Systeme'94,
München, 1994.
- Detlef Nauck and Rudolf Kruse. Choosing Appropriate Neuro-Fuzzy Models. In Proc. Second European Congress
on Fuzzy and Intelligent Technologies (EUFIT'94), pp. 552-557, Aachen, 1994.
- Detlef Nauck and Rudolf Kruse. NEFCON-I: An X-Window Based Simulator for Neural Fuzzy Controllers. In Proc.
IEEE Int. Conf. Neural Networks 1994 at IEEE WCCI'94, pp. 1638-1643, Orlando, 1994.
- Frank Klawonn, Detlef Nauck and Rudolf Kruse. Generating Rules from Data by Fuzzy and Neuro-Fuzzy Methods.
In Proc. Fuzzy-Neuro-Systeme'95, pp. 223-230, Darmstadt, 1995.
- Rudolf Kruse and Detlef Nauck. Learning Methods for Fuzzy Systems. In Proc. Fuzzy-Neuro-Systeme'95,
pp. 7-22, Darmstadt, 1995.
- Rudolf Kruse and Detlef Nauck. Neuronale Fuzzy-Systeme. In Georg Dorffner, Knut Möller, Gerhard Paas and
Stephan Vogel (eds.): Konnektionismus und Neuronale Netze. Beiträge zur Herbstschule HeKoNN95 in Münster/Westf.,
GMD-Studien No. 272, pp. 1-10, GMD-Forschungszentrum Informationstechnik GmbH, 1995.
- Detlef Nauck. Beyond Neuro-Fuzzy: Perspectives and Directions. In Proc. Third European Congress on Intelligent
Techniques and Soft Computing (EUFIT'95), pp. 1159-1164, Aachen, 1995.
- Detlef Nauck and Rudolf Kruse. NEFCLASS - a Neuro-Fuzzy approach for the Classification of Data. In: K.M. George,
Janice H. Carrol, Ed Deaton, Dave Oppenheim and Jim Hightower (eds.): Applied Computing 1995. Proc. of the
1995 ACM Symposium on Applied Computing, Nashville, Feb. 26-28, pp. 461-465. ACM Press, New York, 1995.
- Detlef Nauck, Rudolf Kruse and Roland Stellmach. New Learning Algorithms for the Neuro-Fuzzy Environment NEFCON-I.
In Proc. Neuro-Fuzzy-Systeme'95, pp. 357-364, Darmstadt, 1995.
- Detlef Nauck and Rudolf Kruse. Neuro-Fuzzy Classification with NEFCLASS. In P. Kleinschmidt, A. Bachem, U.
Derigs, D. Fischer, U. Leopold-Wildburger and
R. Möhring (eds.): Operations Research Proceedings 1995, pp. 294-299, Berlin, 1996. Springer-Verlag.
- Detlef Nauck, Ulrike Nauck and Rudolf Kruse. Generating Classification Rules with the Neuro-Fuzzy System NEFCLASS.
In Proc. Biennial Conference of the North American Fuzzy Information Processing Society NAFIPS'96, pp.
466-470, Berkeley, 1996
- Detlef Nauck and Frank Klawonn. Neuro-Fuzzy Classification Initialized by Fuzzy Clustering. In: Proc. Fourth
European Congress on Intelligent Techniques and Soft Computing (EUFIT'96), pp. 1551-1555, Verlag und Druck Mainz
GmbH, Aachen, 1996
- Rudolf Kruse and Detlef Nauck. Neuronale Fuzzy-Systeme. In Georg Dorffner, Knut Möller, Gerhard Paas and
Stephan Vogel (eds.): Konnektionismus und Neuronale Netze. Beiträge zur Herbstschule HeKoNN96 in Münster/Westf.,
GMD-Studien, pp. 1-10, GMD-Forschungszentrum Informationstechnik GmbH, 1996.
- Detlef Nauck. Ein Neuro-Fuzzy-System zur Funktionsapproximation. In: Neuronale Netze in Ingenieuranwendungen,
Proc. of the second international workshop, pp. 33-44, Stuttgart, 1997.
- Andreas Nürnberger, Detlef Nauck and Rudolf Kruse. Neuro-Fuzzy-Regelung mit NEFCON unter MATLAB/SIMULINK.
In: Neuronale Netze in Ingenieuranwendungen, Proc. of the second international workshop, pp. 55-66, Stuttgart,
1997.
- Detlef Nauck and Rudolf Kruse. Neuro-Fuzzy Systems for Function Approximation. In: Adolf Grauel, Wilhelm Becker
and Fevzi Belli: Fuzzy-Neuro-Systeme'97 - Computational Intelligence. Proc. 4th Int. Workshop Fuzzy-Neuro-Systeme
'97 (FNS'97) in Soest. Series Proceedings in Artificial Intelligence, pp. 316-323, infix, Sankt Augustin,
1997.
- Detlef Nauck and Rudolf Kruse. Function Approximation by NEFPROX. In: Proc. Second European Workshop on Fuzzy
Decision Analysis and Neural Networks for Management, Planning, and Optimization (EFDAN'97), pp. 160-169, Dortmund,
1997.
- Detlef Nauck and Rudolf Kruse. What are Neuro-Fuzzy Classifiers? In Proc. Seventh International Fuzzy Systems
Association World Congress IFSA'97, Vol III: pp. 228-233, Academia, Prague, 1997.
- Detlef Nauck and Rudolf Kruse. New Learning Strategies for NEFCLASS. In Proc. Seventh International Fuzzy Systems
Association World Congress IFSA'97, Vol IV: pp. 50-55, Academia, Prague, 1997.
- Detlef Nauck. To an Open Tool for Computational Intelligence. In: Proc. Fifth European Congress on Intelligent
Techniques and Soft Computing (EUFIT'97), pp. 2480-2485, Verlag und Druck Mainz GmbH, Aachen, 1997.
- Detlef Nauck. Neuro-Fuzzy Systems: Review and Prospects. In: Proc. Fifth European Congress on Intelligent Techniques
and Soft Computing (EUFIT'97), pp. 1044-1053, Verlag und Druck Mainz GmbH, Aachen, 1997.
- Andreas Nürnberger, Detlef Nauck, Rudolf Kruse and Ludger Merz. A Neuro-Fuzzy Development Tool for Fuzzy
Controllers under MATLAB/SIMULINK. In: Proc. Fifth European Congress on Intelligent Techniques and Soft Computing
(EUFIT'97), pp. 1029-1034, Verlag und Druck Mainz GmbH, Aachen, 1997.
- Detlef Nauck and Rudolf Kruse. How the Learning of Rule Weights Affects the Interpretability of Fuzzy Systems.
Proc. IEEE Int. Conf. on Fuzzy Systems 1998 (FUZZIEEE'98), Anchorage, pp. 1235-1240, 1998.
- Detlef Nauck and Rudolf Kruse. A Neuro-Fuzzy Approach to Obtain Interpretable Fuzzy Systems for Function Approximation.
Proc. IEEE Int. Conf. on Fuzzy Systems 1998 (FUZZIEEE'98), Anchorage, pp. 1106-1111, 1998.
- Detlef Nauck and Rudolf Kruse. Rule Weights in Fuzzy Systems. In: Wilfried Brauer (ed.): Fuzzy-Neuro Systems'98
- Computational Intelligence. Proc. 5th Int. Workshop Fuzzy-Neuro Systems'98 (FNS'98) in Munich, Series Proceedings
in Artificial Intelligence, infix, Sankt Augustin, pp. 186-193, 1998.
- Aljoscha Klose, Andreas Nürnberger and Detlef Nauck. Some Approaches to Improve the Interpretability of
Neuro-Fuzzy Classifiers.
In Proc. Sixth European Congress on Intelligent Techniques and Soft Computing (EUFIT'98), Verlag und Druck Mainz
GmbH, Aachen, pp. 629-633,
1998.
- Detlef Nauck, Andreas Nürnberger and Rudolf Kruse. Neuro-Fuzzy Classification, In: Alfredo Rizzi, Maurizio
Vichi and Hans-Hermann Bock: Advances in Data Science and Classification, Proc. of the 6th Conference of the International
Federation Classification Societies (IFCS-98), Springer-Verlag, Berlin, pp. 287-294, 1998.
- Andreas Nürnberger, Detlef Nauck and Rudolf Kruse. Neuro-Fuzzy Control Based on the NEFCON-Model under
MATLAB/SIMULINK. In: P. Chawdhry, R. Roy and R.K. Pant (eds.): Soft Computing in Engineering Design and Manufacturing.
Proc. 2nd On-line World Conference on Soft Computing (WSC2). Springer-Verlag, London, pp. 393-400, 1998.
- Detlef Nauck and Rudolf Kruse. Fuzzy Classification Rules Using Categorical and Metric Variables. In: G.Brewka,
R. Der, S. Gottwald, and A. Schierwagen (eds.): Fuzzy-Neuro Systems 1999 - Computational Intelligence (FNS'99),
Leipziger Universitätsverlag, Leipzig, pp. 133-144, 1999.
- Aljoscha Klose, Detlef Nauck, Karsten Schulz and Ulrich Thönessen. Learning a Neuro-Fuzzy Classifier from
Unbalanced Data in a Machine Vision Domain. In G. Brewka, R. Der, S. Gottwald, and A. Schierwagen (eds.): Fuzzy-Neuro
Systems 1999 - Computational Intelligence (FNS'99), Leipziger Universitätsverlag, Leipzig, pp. 23-32, 1999.
- Aljoscha Klose, Andreas Nürnberger and Detlef Nauck. Improved NEFCLASS Pruning Techniques Applied to a
Real World Domain. In: Gerald Krell, Bernd Michaelis, Detlef Nauck und Rudolf Kruse: Neural Networks in Applications
NN'99: Proceedings of the Fourth International Workshop. Logisch GmbH, Magdeburg, pp. 47-52, 1999.
- Rudolf Kruse, Christian Borgelt and Detlef Nauck. Fuzzy Data Analysis: Challenges and Perspectives. In Proc.
IEEE Int. Conference on Fuzzy Systems (FUZZIEEE'99), Seoul, pp. 1211-1216, 1999.
- Detlef Nauck and Rudolf Kruse. Using Symbolic Data in Neuro-Fuzzy Classification. In: Proc. 18th International
Conference of the North American Fuzzy Information Processing Society (NAFIPS'99), New York, pp. 536-540, 1999.
- Detlef Nauck, Ulrike Nauck and Rudolf Kruse. NEFCLASS for JAVA - New Learning Algorithms. In Proc. 18th International
Conference of the North American Fuzzy Information Processing Society (NAFIPS'99), New York, pp. 474-476, 1999.
- Detlef Nauck and Rudolf Kruse. Fusing Expert Knowledge and Information from Data with NEFCLASS. In Proc. Second
International Conference on Information Fusion (FUSION'99), Sunnyvale, CA, pp. 386-393, 1999.
- Rudolf Kruse, Christian Borgel and Detlef Nauck. Data Mining mit Neuro-Fuzzy Systemen. In: Proc. Symposium
Operations Research (SOR'99), Magdeburg, 1999.
- Detlef Nauck. Fuzzy Rule Learning with Symbolic Variables. In: Proc. 7th European Congress on Intelligent Techniques
and Soft Computing (EUFIT'99), Aachen, 8 p., published on CD-ROM only, 1999.
- Rudolf Kruse, Detlef Nauck and Christian Borgelt. Data Mining with Fuzzy Methods: Status and Perspectives.
In: Proc. 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99), Aachen, 8 p., published
on CD-ROM only, 1999.
- Detlef Nauck and Rudolf Kruse. Learning in Neuro-Fuzzy Systems with Symbolic Attributes and Missing Values.
In Proc. 1999 International Conference on Neural Information Processing - ICONIP'99, Perth, pp. 142-147, 1999.
- Detlef Nauck. Knowledge Discovery with NEFCLASS. In Proc. Fourth Int. Conf. Knowledge-Based Intelligent Engineering
Systems & Allied Technologies (KES'2000), Brighton, pp. 158-161, 2000.
- Detlef Nauck. Fuzzy Data Analysis with NEFCLASS. In: Proc. Joint Ninth IFSA World Congress and 20th NAFIPS
International Conference, Vancouver, pp. 1413-1418, 2001.
- Martin Spott and Detlef Nauck: Neuro-Fuzzy Learning and Categorical Data. Proc. UK Workshop on Computational
Intelligence (UKCI-01), Edinburgh, pp. 35-42, 2001.
- Detlef Nauck: Intelligent Data Analysis with NEFCLASS. Proc. European Symposium on Intelligent Technologies
(eunite 2001), Tenerife. Verlag Mainz, Aachen, 2001 (on CD-ROM).
- Colin Ho, Ben Azvine, Detlef Nauck and Martin Spott: ITEMS: An Intelligent Travel Time Estimation and Management
Tool. Proc. 7th European Conference on Networks and Optical Communications (NOC 2002), Darmstadt, pp. 433-439,
2002.
- Detlef Nauck. Neuro-Fuzzy Systems for Explaining Data Sets. Proc. NAFIPS-FLINT 2002, New Orleans, 2002.
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