%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Last Update: 20. May 1996 % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % This collection of references to neuro-fuzzy issues would not have been % % possible without the help of: % % % % Thomas Feuring, James Franklin, Walter Hafner, J.-S. Roger Jang, % % Luisa Mich, Thilo Reski, Max Schaible, Ron Sun, and Hideyuki Takagi. % % % % Thank you very much! % % % % Detlef Nauck. % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % Dr. Detlef Nauck Phone: 49.531.391.3155 % % Dept. of Computer Science Fax : 49.531.391.5936 % % Technical University of Braunschweig Email: D.Nauck@tu-bs.de % % Bueltenweg 74 - 75 URL : www.cs.tu-bs.de/~nauck % % D-38106 Braunschweig % % Germany % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % look for updated versions on ftp.cs.ibr.tu-bs.de (= 134.169.34.15, % % anonymous ftp) in pub/local/papers/fuzzy-nn.bib % % or visit our homepage at http://www.cs.tu-bs.de/ibr/fuzzy % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @STRING{CCVLSI = {Canadian Conf.\ on Very Large Scale Integration}} @STRING{FSS = {Fuzzy Sets and Systems}} @STRING{GLOBECOM = {IEEE Global Telecommunications Conf.\ and Exhibition 1990 - 'Communications: Connecting the Future', Vol.1}} @STRING{ICASSP = {Int.\ Conf.\ on Acoustics, Speech and Signal Processing}} @STRING{ICNN87-2 = {IEEE Int.\ Conf.\ on Neural Networks 1987, Vol.2}} @STRING{IEICE = {Institute of Electronics, Information and Communication Engineers}} @STRING{IIZUKA88 = {Int.\ Workshop on Fuzzy System Applications (IIZUKA'88)}} @STRING{IIZUKA90 = {Proc.\ 1st Int.\ Conf.\ on Fuzzy Logic \& Neural Networks (IIZUKA'90)}} @STRING{IJAR = {Int.\ J.\ Approximate Reasoning}} @STRING{IJCNN89-1 = {Int.\ Joint Conf.\ on Neural Networks 1989, Vol.1}} @STRING{IJCNN90-1 = {Int.\ Joint Conf.\ on Neural Networks 1990, Vol.1}} @STRING{IJCNN90-2 = {Int.\ Joint Conf.\ on Neural Networks 1990, Vol.2}} @STRING{IJCNN90-3 = {Int.\ Joint Conf.\ on Neural Networks 1990, Vol.3}} @STRING{IPMU90 = {Int.\ Conf.\ on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'90)}} @STRING{IPMU92 = {Int.\ Conf.\ on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'92)}} @STRING{ITFS = {IEEE Trans.\ Fuzzy Systems}} @STRING{ITNN = {IEEE Trans.\ Neural Networks}} @STRING{ITPAMI = {IEEE Trans.\ Pattern Analysis and Machine Intelligence}} @STRING{ITSMC = {IEEE Trans.\ Systems, Man \& Cybernetics}} @STRING{NN90 = {Neuro-Nimes'90. 3rd Int.\ Workshop on Neural Networks and Their Applications}} @STRING{IIZUKA92 = {Proc.\ 2nd Int.\ Conf.\ on Fuzzy Logic and Neural Networks (IIZUKA'92)}} @STRING{ICNN93 = {Proc.\ IEEE Int.\ Conf.\ on Neural Networks 1993}} @STRING{FUZZIEEE92 = {Proc.\ IEEE Int.\ Conf.\ on Fuzzy Systems 1992}} @STRING{FUZZIEEE93 = {Proc.\ IEEE Int.\ Conf.\ on Fuzzy Systems 1993}} @STRING{FUZZIEEE94 = {Proc.\ IEEE Int.\ Conf.\ on Fuzzy Systems 1994}} @STRING{FUZZIEEE95 = {Proc.\ IEEE Int.\ Conf.\ on Fuzzy Systems 1995}} @STRING{FLAI93 = {Fuzzy Logic in Artificial Intelligence (FLAI93)}} @STRING{NAFIPS92 = {Proc.\ Workshop of North American Fuzzy Information Processing Society (NAFIPS92)}} @STRING{LNAI = {Lecture Notes in Artificial Intelligence}} @STRING{IFSA89 = {Proc.\ 3rd IFSA Congress}} @STRING{IFSA91 = {Proc.\ 4th IFSA Congress}} @STRING{IECON92 = {Proc.\ Int.\ Conf.\ on Industrial Fuzzy Electronics, Control, Instrumentation, and Automation (IECON'92)}} @STRING{EUFIT93 = {Proc.\ First European Congress on Fuzzy and Intelligent Technologies (EUFIT93)}} @STRING{EUFIT94 = {Proc.\ Second European Congress on Fuzzy and Intelligent Technologies (EUFIT94)}} @STRING{EUFIT95 = {Proc.\ Third European Congress on Intelligent Techniques and Soft Computing (EUFIT95)}} @ARTICLE{abe/lan95, AUTHOR = {Abe, Shigeo and Lan, Ming--Shong}, JOURNAL = ITFS, MONTH = feb, NUMBER = {1}, PAGES = {18--28}, TITLE = {A Method for Fuzzy Rules Extraction Directly from Numerical Data and Its Application to Pattern Classification}, VOLUME = {3}, YEAR = {1995} } @ARTICLE{abe/lan95a, AUTHOR = {Abe, Shigeo and Lan, Ming--Shong}, JOURNAL = ITSMC, PAGES = {119--129}, TITLE = {Fuzzy Rule Extraction Directly from Numerical Data for Function Approximation}, VOLUME = {25}, YEAR = {1995} } @ARTICLE{abeetal96, AUTHOR = {Abe, Shigeo and Lan, Ming-Shong and Thawonmas, Ruck}, JOURNAL = IJAR, MONTH = jan, NUMBER = {1}, PAGES = {1--24}, TITLE = {Tuning of a Fuzzy Classifier Derived from Data}, VOLUME = {14}, YEAR = {1996} } @INPROCEEDINGS{altrocketal92, AUTHOR = {von Altrock, Constantin and Krause, B. and Zimmermann, Hans--J\"urgen}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {835--842}, TITLE = {Advanced Fuzzy Logic Control Technologies in Automotive Applications}, YEAR = {1992} } @INPROCEEDINGS{amanoetal89, AUTHOR = {Amano, A. and Aritsuka, T. and Hataoka, N. and Ichikawa, A.}, BOOKTITLE = IJCNN89-1, PAGES = {I301--I306}, TITLE = {On the Use of Neural Networks and Fuzzy Logic in Speech Recognition}, YEAR = {1989} } @INPROCEEDINGS{andlinger/reichl91, AUTHOR = {Andlinger, P. and Reichl, E. R.}, BOOKTITLE = {{\rm \cite{prietoetal91}}}, PAGES = {173--180}, TITLE = {Fuzzy-Neunet: A Non Standard Neural Network}, YEAR = {1991} } @ARTICLE{archer/wang91, AUTHOR = {Archer, N.P. and Wang, S.H.}, JOURNAL = ITSMC, PAGES = {735--742}, TITLE = {Fuzzy Set Representation of Neural Net Classification Boundaries}, VOLUME = {21}, YEAR = {1991} } @ARTICLE{asakawa/takagi94, AUTHOR = {Asakawa, Kazuo and Takagi, Hideyuki}, JOURNAL = {Communications of the ACM}, NUMBER = {3}, PAGES = {106--112}, TITLE = {Neural Networks in {Japan}}, VOLUME = {37}, YEAR = {1994} } @INCOLLECTION{barto92, AUTHOR = {Barto, Andrew G.}, BOOKTITLE = {{\rm \cite{white/sofge92}}}, PAGES = {469--491}, PUBLISHER = {Van Nostrand Reinhold}, TITLE = {Reinforcement Learning and Adaptive Critic Methods}, YEAR = {1992} } @INPROCEEDINGS{berenji90, AUTHOR = {Berenji, H.}, BOOKTITLE = {5th IEEE Int.\ Symposium on Intelligent Control, Vol.2}, MONTH = sep, PAGES = {916--920}, TITLE = {Neural Networks and Fuzzy Logic in Intelligent Control}, YEAR = {1990} } @ARTICLE{berenji92, AUTHOR = {Berenji, Hamid R.}, JOURNAL = IJAR, MONTH = feb, PAGES = {267 --292}, TITLE = {A Reinforcement Learning-Based Archi\-tec\-ture for Fuzzy Logic Control}, VOLUME = {6}, YEAR = {1992} } @ARTICLE{berenji92a, AUTHOR = {Berenji, Hamid R. and Khedkar, Pratap}, JOURNAL = ITNN, MONTH = sep, PAGES = {724--740}, TITLE = {Learning and Tuning Fuzzy Logic Controllers Through Reinforcements}, VOLUME = {3}, YEAR = {1992} } @INPROCEEDINGS{berenji92b, AUTHOR = {Berenji, Hamid R. and Khedkar, Pratap}, ADDRESS = {Mallorca}, BOOKTITLE = IPMU92, MONTH = jul, PAGES = {511--514}, TITLE = {Fuzzy Rules for Guiding Reinforcement Learning}, YEAR = {1992} } @INPROCEEDINGS{berenji93a, AUTHOR = {Berenji, Hamid R. and Khedkar, Pratap}, ADDRESS = {San Francisco}, BOOKTITLE = ICNN93, MONTH = mar, PAGES = {1402-1407}, TITLE = {Clustering in Product Space for Fuzzy Inference}, YEAR = {1993} } @INPROCEEDINGS{berenjietal93, AUTHOR = {Berenji, Hamid R. and Lea, Robert N. and Jani, Yahswant and Khedkar, Pratap and Malkani, Anil and Hoblit, Jeffrey}, ADDRESS = {San Francisco}, BOOKTITLE = ICNN93, MONTH = mar, PAGES = {1396-1401}, TITLE = {Space Shuttle Attitude Control by Reinforcement Learning and Fuzzy Logic}, YEAR = {1993} } @INPROCEEDINGS{berenjietal95, AUTHOR = {Berenji, Hamid R. and Malkani, Anil and Copeland, Charles}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1315--1322}, TITLE = {Tether Control Using Fuzzy Reinforcement Learning}, YEAR = {1995} } @INPROCEEDINGS{bersinietal93, AUTHOR = {Bersini, Hugues and Nordvik, Jean-Pierre and Bonarini, Andrea}, ADDRESS = {San Francisco}, BOOKTITLE = FUZZIEEE93, MONTH = mar, PAGES = {345--350}, TITLE = {A Simple Direct Adaptive Fuzzy Controller Derived from its Neural Equivalent}, YEAR = {1993} } @INPROCEEDINGS{bezdeketal92, AUTHOR = {Bezdek, James C. and Tsao, Eric Chen--Kuo and Pal, Nikhil R.}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {1035--1043}, TITLE = {Fuzzy {Kohonen} Clustering Networks}, YEAR = {1992} } @INCOLLECTION{brahim/zell94, AUTHOR = {Brahim, Kais and Zell, Andreas}, ADDRESS = {Braunschweig}, BOOKTITLE = {{\rm \cite{kruseetal94a}}}, PAGES = {117--128}, PUBLISHER = {Vieweg}, TITLE = {ANFIS--SNNS: Adaptive Network Fuzzy Inference System in the Stuttgart Neural Network Simulator}, YEAR = {1994} } @ARTICLE{bremneretal89, AUTHOR = {Bremner, F.J. and Yost, M. and Nasman, V.T.}, JOURNAL = {Behav.\ Res.\ Methods.\ Comput.}, PAGES = {209--212}, TITLE = {Statistical analysis of fuzzy-set data from neuronal networks}, VOLUME = {21}, YEAR = {1989} } @INPROCEEDINGS{bridgettetal95, AUTHOR = {Bridgett, N.A. and Brandt, J. and Harris, C.J.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {641--648}, TITLE = {A Neurofuzzy Route to Breast Cancer Diagnosis and Treatment}, YEAR = {1995} } @INPROCEEDINGS{brownetal91, AUTHOR = {Brown, M. and Fraser, R. and Harris, C.J. and Moore, C.G}, BOOKTITLE = {Int.\ Conf.\ on Control, Vol.1}, MONTH = mar, PAGES = {134--139}, TITLE = {Intelligent self-organizing controllers for autonomous guided vehicles: comparative aspects of fuzzy logic and neural nets}, YEAR = {1991} } @INPROCEEDINGS{brownetala95, AUTHOR = {Brown, M. and An, P.E. and Harris C.J.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {663--670}, TITLE = {On the Condition of Adaptive Neurofuzzy Models}, YEAR = {1995} } @INPROCEEDINGS{brownetalb95, AUTHOR = {Brown, M. and Bossley, K.M. and Mills, D.J. and Harris C.J.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {2139--2146}, TITLE = {High Dimensional Neurofuzzy Systems: Overcoming the Course of Dimensionality}, YEAR = {1995} } @ARTICLE{buckley/hayashi93a, AUTHOR = {Buckley, J. J. and Hayashi, Y. and Czogala, E.}, JOURNAL = FSS, PAGES = {129--134}, TITLE = {On the equivalence of neural nets and fuzzy expert systems}, VOLUME = {53}, YEAR = {1993} } @ARTICLE{buckley/hayashi93b, AUTHOR = {Buckley, J. J. and Hayashi, Y.}, JOURNAL = FSS, PAGES = {1--8}, TITLE = {Numerical relationships between neural networks, continuous functions, and fuzzy systems}, VOLUME = {60}, YEAR = {1993} } @ARTICLE{buckley/hayashi93c, AUTHOR = {Buckley, J. J. and Hayashi, Y.}, JOURNAL = FSS, PAGES = {135--142}, TITLE = {Hybrid neural nets can be fuzzy controllers and fuzzy expert systems}, VOLUME = {60}, YEAR = {1993} } @ARTICLE{buckley/hayashi94a, AUTHOR = {Buckley, James J. and Hayashi, Yoichi}, JOURNAL = FSS, PAGES = {1--13}, TITLE = {Fuzzy Neural Networks: A survey}, VOLUME = {66}, YEAR = {1994} } @ARTICLE{buckley/hayashi94b, AUTHOR = {Buckley, J. J. and Hayashi, Y.}, JOURNAL = FSS, PAGES = {43--52}, TITLE = {Can fuzzy neural nets approximate continuous fuzzy functions?}, VOLUME = {61}, YEAR = {1994} } @INPROCEEDINGS{buckley/hayashi94c, AUTHOR = {Buckley, J. J. and Hayashi, Y.}, ADDRESS = {Orlando}, BOOKTITLE = FUZZIEEE94, PAGES = {238--243}, TITLE = {Hybrid fuzzy neural nets are universal approximators}, YEAR = {1994} } @ARTICLE{buckley/hayashi95a, AUTHOR = {Buckley, James J. and Hayashi, Yoichi}, JOURNAL = FSS, PAGES = {265--276}, TITLE = {Neural Networks for Fuzzy Systems}, VOLUME = {71}, YEAR = {1995} } @ARTICLE{carpenteretal92, AUTHOR = {Carpenter, Gail A. and Grossberg, Stephen and Markuzon, Natalya and Reynolds, John H. and Rosen, David B.}, JOURNAL = ITNN, MONTH = sep, NUMBER = {5}, PAGES = {698--712}, TITLE = {Fuzzy {ARTMAP}: A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps}, VOLUME = {3}, YEAR = {1992} } @INPROCEEDINGS{chen95, AUTHOR = {Chen, Ting}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {627--634}, TITLE = {Fuzzy Neural Network Applications in Medicine}, YEAR = {1995} } @ARTICLE{chorayan82, AUTHOR = {Chorayan, O.G.}, JOURNAL = FSS, PAGES = {141--147}, TITLE = {Identifying elements of the probabilistic neuronal ensembles from the standpoint of fuzzy sets theory}, VOLUME = {8}, YEAR = {1982} } @INPROCEEDINGS{culliereetal95, AUTHOR = {Culliere, Th. and Titli, A. and Corrieu, J.M.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {2009--2016}, TITLE = {Neuro-Fuzzy Modelling of Nonlinear Systems for Control Purposes}, YEAR = {1995} } @INPROCEEDINGS{dabija/tschichold93, AUTHOR = {Dabija, V. and Tschichold--G\"urman, N.}, ADDRESS = {Nagoya}, BOOKTITLE = {Proc.\ of the 1993 Int.\ Joint Conf.\ on Neural Networks (IJCNN-93)}, TITLE = {A Framework for Combining Symbolic and Connectionist Learning with Equivalent Concept Descriptions}, YEAR = {1993} } @PROCEEDINGS{daglietal91, ADDRESS = {St.~Louis}, BOOKTITLE = {Intelligent Engineering Systems through Artificial Neural Networks}, EDITOR = {Da{\u{g}}l{\u{\i}}, Cihan H. and Kumara, Soundar R.T. and Shin, Yung C.}, MONTH = nov, PUBLISHER = {ASME}, TITLE = {Proceedings of the Artifical Neural Networks in Engineering Conference}, YEAR = {1991} } @ARTICLE{dalchebucetal92, AUTHOR = {{d'Alch\'e-Buc}, Florence and Andr\`es, Vincent and Nadal, Jean-Pierre}, JOURNAL = {Artificial Neural Networks}, PAGES = {715--719}, TITLE = {Learning Fuzzy Control Rules with a Fuzzy Neural Network}, VOLUME = {2}, YEAR = {1992} } @INPROCEEDINGS{diamondetal90, AUTHOR = {Diamond, J. and McLeod, R. and Pedrycz, W.}, BOOKTITLE = IJCNN90-2, MONTH = jun, PAGES = {617--622}, TITLE = {A fuzzy cognitive system: examination of a referential neural architecture}, YEAR = {1990} } @MASTERSTHESIS{diekgerdes93, AUTHOR = {Diekgerdes, Hermann}, SCHOOL = {Technische Universit\"at Braunschweig}, TITLE = {{NEFCON-I}: {E}ntwurf und {I}mplementierung einer {E}ntwicklungsumgebung {f}\"ur {N}euronale {F}uzzy-{R}egler}, TYPE = {Diplomarbeit}, YEAR = {1993} } @INPROCEEDINGS{doteetal90, AUTHOR = {Dote, Y. and Suyitno, A. and Strefezza, M.}, BOOKTITLE = {IEEE Int.\ Conf.\ on Intelligent Motion Control}, MONTH = aug, PAGES = {87--93}, TITLE = {Fuzzy learning grasping force controller for manipulator hand}, YEAR = {1990} } @INCOLLECTION{duboisetal88, AUTHOR = {Dubois, Didier and Martin-Coulaire, Roger and Prade, Henri}, BOOKTITLE = {{\rm \cite{gupta/yamakawa88}}}, PAGES = {11--34}, PUBLISHER = {North Holland}, TITLE = {Practical computing in fuzzy logic}, YEAR = {1988} } @BOOK{eckmilleretal90, ADDRESS = {Amsterdam}, EDITOR = {Eckmiller, R. and Hartmann, G. and Hauske, G.}, PUBLISHER = {Elsevier Science (North Holland)}, TITLE = {Parallel Processing in Neural Systems and Computers}, YEAR = {1991} } @INPROCEEDINGS{eikensetal95, AUTHOR = {Eikens, B. and Saucedo, V. and Karim, M.N. and Morris, A.J.}, BOOKTITLE = {Proc.\ American Control Conference 1995}, TITLE = {Waste Water Neutralization Using a Fuzzy Neural Network Controller}, YEAR = {1995} } @INPROCEEDINGS{eklund/fuller93, AUTHOR = {Eklund, Patrik and Full\'er, Robert}, ADDRESS = {Aachen}, BOOKTITLE = EUFIT93, PAGES = {810--813}, TITLE = {A Neuro--Fuzzy Approach to Medical Diagnostics}, YEAR = {1993} } @ARTICLE{eklund/klawonn92, AUTHOR = {Eklund, Patrik and Klawonn, Frank}, JOURNAL = ITNN, PAGES = {815--818}, TITLE = {Neural Fuzzy Logic Programming}, VOLUME = {3}, YEAR = {1992} } @INCOLLECTION{eklund92, AUTHOR = {Eklund, Patrik}, BOOKTITLE = {{\rm \cite{yager/zadeh92}}}, PUBLISHER = {Van Nostrand Reinhold}, TITLE = {Network Size versus Preprocessing}, YEAR = {1994}, PAGE = {250--264} } @INPROCEEDINGS{eklund93, AUTHOR = {Eklund, Patrik}, ADDRESS = {Aachen}, BOOKTITLE = EUFIT93, PAGES = {801--803}, TITLE = {{GeDeMeDeS} A Generic System for Developing Medical Decision Support}, YEAR = {1993} } @INPROCEEDINGS{eklundetal92, AUTHOR = {Eklund, Patrik and Klawonn, Frank and Nauck, Detlef}, BOOKTITLE = IIZUKA92, MONTH = jul, PAGES = {1139--1142}, TITLE = {Distributing Errors in Neural Fuzzy Control}, YEAR = {1992} } @INPROCEEDINGS{eklundetal92a, AUTHOR = {Eklund, Patrik and Fogstr\"om, M{\aa}rten and Frosstr\"om, Jari}, ADDRESS = {{\AA}bo}, BOOKTITLE = {Proc.\ of the MEPP'92}, EDITOR = {Eklund, Patrik}, PAGES = {11-27}, PUBLISHER = {{\AA}bo Akademi Press}, TITLE = {A Generic Neuro--Fuzzy Tool for Developing Medical Decision support}, YEAR = {1992} } @INPROCEEDINGS{eppler90a, AUTHOR = {Eppler, Wolfgang}, BOOKTITLE = NN90, MONTH = nov, PAGES = {227--241}, TITLE = {Prestructuring of neural networks with fuzzy rules}, YEAR = {1990} } @INCOLLECTION{eppler90b, AUTHOR = {Eppler, Wolfgang}, BOOKTITLE = {{\rm \cite{eckmilleretal90}}}, PAGES = {249--252}, PUBLISHER = {Elsevier Science (North Holland)}, TITLE = {Implementation of Fuzzy Production Systems With Neural Networks}, YEAR = {1990} } @INPROCEEDINGS{esogbue93, AUTHOR = {Esogbue, Augustine O.}, ADDRESS = {San Francisco}, BOOKTITLE = FUZZIEEE93, MONTH = mar, PAGES = {178--183}, TITLE = {A Fuzzy Adaptive Controller Using Reinforcement Learning Neural Networks}, YEAR = {1993} } @INPROCEEDINGS{feuring/lippe95a, AUTHOR = {Feuring, Th. and Lippe, W.-M.}, ADDRESS = {Sao Paulo}, BOOKTITLE = {Proc.\ 6th IFSA Congress (IFSA'95)}, TITLE = {Fuzzy neural networks are universal approximators}, YEAR = {1995}, PAGE = {659-662} } @INPROCEEDINGS{feuring/lippe95b, AUTHOR = {Feuring, Th. and Lippe, W.-M.}, ADDRESS = {Perth}, BOOKTITLE = {Proc.\ IEEE Int.\ Conf.\ on Neural Networks 1995 (ICNN'95)}, TITLE = {A Goodness Function for trained fuzzy neural networks}, YEAR = {1995}, PAGE = {2264-2269} } @MASTERSTHESIS{foerster93, AUTHOR = {Foerster, Steffen}, MONTH = may, SCHOOL = {Technische Universit\"at Braunschweig}, TITLE = {{Z}u {K}ombinationen {N}euronaler {N}etze und {F}uzzy Systeme}, TYPE = {Diplomarbeit}, YEAR = {1993} } @ARTICLE{fraleigh94, AUTHOR = {Fraleigh, Steven}, JOURNAL = {PC AI}, MONTH = {May/June}, NUMBER = {3}, PAGES = {16--21}, TITLE = {Fuzzy Logic and Neural Networks}, VOLUME = {8}, YEAR = {1994} } @INPROCEEDINGS{freisleben/kunkelmann93, AUTHOR = {Freisleben, Bernd and Kunkelmann, Thomas}, ADDRESS = {San Francisco}, BOOKTITLE = FUZZIEEE93, MONTH = mar, PAGES = {321--326}, TITLE = {Combining Fuzzy Logic and Neural Networks to Control an Autonomous Vehicle}, YEAR = {1993} } @INPROCEEDINGS{fu90, AUTHOR = {Fu, L.-M.}, BOOKTITLE = IJCNN90-1, MONTH = jun, PAGES = {613--618}, TITLE = {Backpropagation in neural networks with fuzzy conjunction units}, YEAR = {1990} } @INPROCEEDINGS{furuya88, AUTHOR = {Furuya, T. and Kokubu, A. and Sakamoto, T.}, BOOKTITLE = IIZUKA88, PAGES = {219--230}, TITLE = {FS: Neuro Fuzzy Inference System}, YEAR = {1988} } @INPROCEEDINGS{glorennec90, AUTHOR = {Glorennec, P.-Y.}, BOOKTITLE = NN90, MONTH = nov, PAGES = {211--225}, TITLE = {Associating a neural network and fuzzy rules for dynamic process control}, YEAR = {1990} } @TECHREPORT{godjevac93, AUTHOR = {Godjevac, Jelena}, ADDRESS = {Lausanne}, INSTITUTION = {LAMI--EPFL}, NUMBER = {R93.25}, TITLE = {State of the Art in the Neuro Fuzzy Field}, YEAR = {1993} } @BOOK{goldberg89, AUTHOR = {Goldberg, D.}, ADDRESS = {Reading, MA}, PUBLISHER = {Addison--Wesley}, TITLE = {Genetic Algorithms in Search, Optimization and Machine Learning}, YEAR = {1989} } @INPROCEEDINGS{gonzales/perez95, AUTHOR = {Gonzales, Antoniao and Perez, Raul}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1322--1330}, TITLE = {Structural Lerarning of Fuzzy Rules from Noised Examples}, YEAR = {1995} } @INPROCEEDINGS{goode/chow94, AUTHOR = {Goode, Paul and Chow, Mo-yuen}, ADDRESS = {Orlando}, BOOKTITLE = FUZZIEEE94, MONTH = jun, PAGES = {1731-1736}, TITLE = {A Hybrid Fuzzy/Neural System Used to Extract Heuristic Knowledge from a Fault Detection Problem}, YEAR = {1994} } @INPROCEEDINGS{gorrinietal95, AUTHOR = {Gorrini, V. and Salom , T. and Bersini, H.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {919--926}, TITLE = {Self-Structuring Fuzzy Systems for Function Approximation}, YEAR = {1995} } @INPROCEEDINGS{gupta/knopf90, AUTHOR = {Gupta, M.M. and Knopf, G.K.}, BOOKTITLE = {First Int.\ Symposium on Uncertainty Modeling and Analysis}, MONTH = dec, TITLE = {Fuzzy neural network approach to control systems}, YEAR = {1990} } @ARTICLE{gupta/rao94, AUTHOR = {Gupta, M. M. and Rao, D. H.}, JOURNAL = FSS, PAGES = {1--18}, TITLE = {On the principles of fuzzy neural networks}, VOLUME = {61}, YEAR = {1994} } @BOOK{gupta/yamakawa88, ADDRESS = {Amsterdam}, EDITOR = {Gupta, Madan M. and Yamakawa, Takeshi}, PUBLISHER = {North Holland}, TITLE = {Fuzzy Computing, Theory, Hardware and Applications}, YEAR = {1988} } @INPROCEEDINGS{gupta90, AUTHOR = {Gupta, M.M.}, BOOKTITLE = {IEEE 1990 American Control Conf.}, MONTH = may, PAGES = {3019--3022}, TITLE = {Fuzzy neural network approach to control system}, VOLUME = {3}, YEAR = {1990} } @INPROCEEDINGS{gupta92a, AUTHOR = {Gupta, M. M.}, BOOKTITLE = IIZUKA92, TITLE = {Fuzzy logic and neural networks}, YEAR = {1992}, PAGE = {157-160} } @INPROCEEDINGS{halgamuge/glesner92, AUTHOR = {Halgamuge, Saman K. and Glesner, Manfred}, ADDRESS = {Nanterre}, BOOKTITLE = {Proc.\ Neuro--Nimes 92}, PAGES = {167--173}, TITLE = {A Fuzzy--Neural Approach for Pattern Classification with the Generation of Rules based on Supervised Learning}, YEAR = {1992} } @INPROCEEDINGS{halgamuge/glesner93, AUTHOR = {Halgamuge, Saman K. and Glesner, Manfred}, ADDRESS = {Aachen}, BOOKTITLE = EUFIT93, MONTH = sep, PAGES = {852--855}, TITLE = {The Fuzzy Neural Controller {FuNe II} with a New Adaptive Defuzzification Strategy Based on {CBAD} Distributions}, YEAR = {1993} } @ARTICLE{halgamuge/glesner94, AUTHOR = {Halgamuge, Saman K. and Glesner, Manfred}, JOURNAL = FSS, PAGES = {1--12}, TITLE = {Neural Networks in Designing Fuzzy Systems for Real World Applications}, VOLUME = {65}, YEAR = {1994} } @PHDTHESIS{halgamuge95, AUTHOR = {Halgamuge, Saman K.}, SCHOOL = {Technische Hochschule Darmstadt}, TITLE = {Advanced Methods for Fusion of Fuzzy Systems and Neural Networks in Intelligent Data Processing}, YEAR = {1995} } @INCOLLECTION{halgamugeetal94, AUTHOR = {Halgamuge, Saman K. and Mari, Andreas and Glesner, Manfred}, ADDRESS = {Braunschweig}, BOOKTITLE = {{\rm \cite{kruseetal94a}}}, PAGES = {129--139}, PUBLISHER = {Vieweg}, TITLE = {Fast Perceptron Learning by Fuzzy Controlled Dynamic Adaption of Network Parameters}, YEAR = {1994} } @BOOK{harrisetal93, AUTHOR = {Harris, C. J. and Moore, C. G. and Brown, M.}, ADDRESS = {Singapore}, PUBLISHER = {World Scientific Publishing}, TITLE = {Intelligent Controll: Aspects of fuzzy logic and neural networks}, YEAR = {1993} } @INPROCEEDINGS{hataokaetal90, AUTHOR = {Hataoka, N. and Amano, A. and Aritsuka, T. and Ichikawa, A.}, BOOKTITLE = ICASSP, MONTH = apr, PAGES = {513--516}, TITLE = {Large vocabulary speed recognition using neural-fuzzy and concept networks}, YEAR = {1990} } @INPROCEEDINGS{hauptmann/heesche95, AUTHOR = {Hauptmann, Werner and Heesche, Kai}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1511--1518}, TITLE = {A Neural Net Topologie for Bidirectional Fuzzy-Neuro Transformation}, YEAR = {1995} } @INPROCEEDINGS{hayashi/imura90, AUTHOR = {Hayashi, Y. and Imura, A.}, BOOKTITLE = {First Int.\ Symposium on Uncertainty Modeling and Analysis}, MONTH = dec, PAGES = {489--494}, TITLE = {Fuzzy Neural Expert System with Automated Extraction of Fuzzy If-Then Rules from a Trained Neural Network}, YEAR = {1990} } @INPROCEEDINGS{hayashietal89, AUTHOR = {Hayashi, Isao and Nomura, Hiroyoshi and Wakami, Noboru}, BOOKTITLE = IFSA89, PAGES = {610--613}, TITLE = {Artificial-Neural-Network-Driven Fuzzy Control and its Application to the Learning of Inverted Pendulum System}, YEAR = {1989} } @INPROCEEDINGS{hayashietal91, AUTHOR = {Hayashi, H. and Nasu, J. and Strefezza, M. and Dote, Y.}, BOOKTITLE = {{\rm \cite{daglietal91}}}, PAGES = {283--288}, TITLE = {Neuro Fuzzy Transmission Control for Automobile}, YEAR = {1991} } @ARTICLE{hayashietal92, AUTHOR = {Hayashi, Isao and Nomura, Hiroyoshi and Yamasaki, Hisayo and Wakami, Noboru}, JOURNAL = IJAR, MONTH = feb, PAGES = {241-266}, TITLE = {Construction of Fuzzy Inference Rules by Neural Network Driven Fuzzy Reasoning and Neural Network Driven Fuzzy Reasoning With Learning Functions}, VOLUME = {6}, YEAR = {1992} } @INPROCEEDINGS{hayashietal92b, AUTHOR = {Hayashi, Yoichi and Czogala, Ernest and Buckley, James J.}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {197--202}, TITLE = {Fuzzy Neural Controller}, YEAR = {1992} } @INPROCEEDINGS{hayashietal92c, AUTHOR = {Hayashi, Y. and Buckley, J. J. and Czogala, E.}, ADDRESS = {Baltimore}, BOOKTITLE = {Proc.\ of the 1992 Int.\ Joint Conf.\ on Neural Networks (IJCNN-92)}, PAGES = {696--701}, TITLE = {Fuzzy neural network with fuzzy signals and weights}, YEAR = {1992} } @ARTICLE{hayashietal93, AUTHOR = {Hayashi, Y. and Buckley, J. J. and Czogala, E.}, JOURNAL = {Int.\ Journal on Intelligent Systems}, PAGES = {527--537}, TITLE = {Fuzzy neural networks with fuzzy signals and weights}, VOLUME = {8}, YEAR = {1993} } @INPROCEEDINGS{hellendorn/baudrexl95, AUTHOR = {Hellendorn, Hans and Baudrexl, Richard}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {2187--2194}, TITLE = {Fuzzy-Neural Traffic Contol and Forecasting}, YEAR = {1995} } @BOOK{hoeppneretal96, AUTHOR = {H\"oppner, Frank and Klawonn, Frank and Kruse, Rudolf}, ADDRESS = {Braunschweig}, PUBLISHER = {Vieweg}, SERIES = {Computational Intelligence}, TITLE = {Fuzzy--Clustering--Methoden}, YEAR = {1996}, OPTnote = {Erscheint demn\"achst} } @INPROCEEDINGS{hollatz95, AUTHOR = {Hollatz, J\"urgen}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {655--662}, TITLE = {Neuro-Fuzzy in Legal Reasoning}, YEAR = {1995} } @INPROCEEDINGS{holtzman90, AUTHOR = {Holtzman, J.M.}, BOOKTITLE = GLOBECOM, MONTH = dec, PAGES = {7--11}, TITLE = {Coping with broadband traffic uncertainties: statistical uncertainty, fuzziness, neural networks}, YEAR = {1990} } @INPROCEEDINGS{hopf/klawonn93, AUTHOR = {Hopf, J. and Klawonn, F.}, ADDRESS = {Braunschweig}, BOOKTITLE = {{\rm \cite{kruseetal94a}}}, PAGES = {63--73}, PUBLISHER = {Vieweg}, TITLE = {Learning the Rule Base of Fuzzy Controller by a Genetic Algorithm}, YEAR = {1994} } @INPROCEEDINGS{ichihashi/turksen95, AUTHOR = {Ichihashi, Hidetomo. and Turksen, I.B.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1919--1925}, TITLE = {Neuro-Fuzzy Data Analysis and Its Future Directions}, YEAR = {1995} } @INPROCEEDINGS{ichihashi91, AUTHOR = {Ichihashi, Hidetomo.}, ADDRESS = {Brussels}, BOOKTITLE = IFSA91, EDITOR = {Lowen, R. and Roubens, M.}, PAGES = {49--52}, TITLE = {Iterative Fuzzy Modelling and a Hierarchical Network}, VOLUME = {Engineering}, YEAR = {1991} } @INPROCEEDINGS{ichihashietal95, AUTHOR = {Ichihashi, Hidetomo. and Harada, N. and Nagasaka, K.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1519--1526}, TITLE = {Selection of Optimum Number of Hidden Layers in Neuro-Fuzzy GMDH}, YEAR = {1995} } @INPROCEEDINGS{imasakietal95, AUTHOR = {Imasaki, Naoki and Kubo, Susumu and Nakai, Shoji}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1735--1740}, TITLE = {Elevator Group Control System Tuned by a Fuzzy Neural Network Applied Method}, YEAR = {1995} } @INPROCEEDINGS{ishibuchietal92a, AUTHOR = {Ishibuchi, H. and Okada, H. and Tanaka, H.}, ADDRESS = {Iizuka}, BOOKTITLE = IIZUKA92, PAGES = {337--340}, TITLE = {Interpolation of fuzzy of fuzzy if-then rules by neural networks}, YEAR = {1992} } @INPROCEEDINGS{ishibuchietal92b, AUTHOR = {Ishibuchi, H. and Okada, H. and Tanaka, H.}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {1293--1300}, TITLE = {An architecture on neural networks for input vectors of fuzzy numbers}, YEAR = {1992} } @INPROCEEDINGS{ishibuchietal93a, AUTHOR = {Ishibuchi, H. and Okada, H. and Tanaka, H.}, ADDRESS = {San Francisco}, BOOKTITLE = ICNN93, PAGES = {1650--1655}, TITLE = {Fuzzy neural networks with fuzzy weights and fuzzy biases}, YEAR = {1993} } @ARTICLE{ishibuchietal93b, AUTHOR = {Ishibuchi, H. and Tanaka, H. and Okada, H.}, JOURNAL = FSS, PAGES = {27--40}, TITLE = {An architecture of neural networks with interval weights and its application to fuzzy regession analysis}, VOLUME = {57}, YEAR = {1993} } @INPROCEEDINGS{ishibuchietal94, AUTHOR = {Ishibuchi, H. and Morioka, K. and Tanaka, H.}, ADDRESS = {Orlando}, BOOKTITLE = FUZZIEEE94, PAGES = {227--233}, TITLE = {A fuzzy neural network with trapezoid fuzzy weights}, YEAR = {1994} } @INPROCEEDINGS{iwataetal90, AUTHOR = {Iwata, T. and Machida, K. and Toda, Y.}, BOOKTITLE = IJCNN90-3, MONTH = jun, PAGES = {365--370}, TITLE = {Fuzzy control using neural network techniques}, YEAR = {1990} } @ARTICLE{jang/sun95, AUTHOR = {Jang, J.-S. Roger and Sun, Chuen--Tsai}, JOURNAL = {Proc.\ of the IEEE}, TITLE = {Neuro--Fuzzy Modelling and Control}, VOLUME = {March 1995}, YEAR = {1995} } @INPROCEEDINGS{jang91a, AUTHOR = {Jang, J.-S. Roger}, BOOKTITLE = {Proc. of the Ninth National Conf.\ on Artificial Intelligence (AAAI-91)}, MONTH = jul, PAGES = {762--767}, TITLE = {Fuzzy Modeling Using Generalized Neural Networks and {K}alman Filter Algorithm}, YEAR = {1991} } @INPROCEEDINGS{jang91b, AUTHOR = {Jang, J.-S. Roger}, ADDRESS = {Brussels}, BOOKTITLE = IFSA91, EDITOR = {Lowen, R. and Roubens, M.}, MONTH = jul, PAGES = {82--85}, TITLE = {Rule Extraction Using Generalized Neural Networks}, VOLUME = {Artificial Intelligence}, YEAR = {1991} } @ARTICLE{jang92, AUTHOR = {Jang, J.-S. Roger}, JOURNAL = ITNN, PAGES = {714--723}, TITLE = {Self-learning Fuzzy Controller Based on Temporal Back-Propagation}, VOLUME = {3}, YEAR = {1992} } @ARTICLE{jang93, AUTHOR = {Jang, J.-S. Roger}, JOURNAL = ITSMC, PAGES = {665--685}, TITLE = {{ANFIS}: Adaptive-Network-Based Fuzzy Inference Systems}, VOLUME = {23}, YEAR = {1993} } @INPROCEEDINGS{johnson/wu94, AUTHOR = {Johnson, Elizabeth A. and Wu, Chwan--Hwa}, ADDRESS = {Orlando}, BOOKTITLE = FUZZIEEE94, PAGES = {268--273}, TITLE = {A Real--Time Fuzzy Logic--Based Neural Facial Feature Extraction Technique}, YEAR = {1994} } @BOOK{kandel87, ADDRESS = {Reading, MA}, EDITOR = {Kandel, A.}, PUBLISHER = {Addison--Wesley}, TITLE = {Fuzzy Expert Systems}, YEAR = {1987} } @BOOK{kartalopoulos96, AUTHOR = {Kartalopoulos, Stamatios V.}, ADDRESS = {New York}, PUBLISHER = {IEEE Press}, TITLE = {Understanding neural networks and Fuzzy Logic: Basic Concepts and Applications}, YEAR = {1996} } @INPROCEEDINGS{kasabov95, AUTHOR = {Kasabov, Nikola K.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {49--56}, TITLE = {Hybrid Fuzzy Connectionist Rule-based Systems and the Role of Fuzzy Rules Extraction}, YEAR = {1995} } @ARTICLE{keller/hunt85, AUTHOR = {Keller, J.M. and Hunt, D.J.}, JOURNAL = ITPAMI, PAGES = {693--699}, TITLE = {Incorporating Fuzzy Membership Function into the Perceptron Algorithm}, VOLUME = {7}, YEAR = {1985} } @ARTICLE{keller/tahani92, AUTHOR = {Keller, James M. and Tahani, Hossein}, JOURNAL = IJAR, MONTH = feb, PAGES = {221-240}, TITLE = {Implementation of Conjunctive and Disjunctive Fuzzy Logic Rules with Neural Networks}, VOLUME = {6}, YEAR = {1992} } @ARTICLE{keller/tahani92b, AUTHOR = {Keller, James M. and Tahani, Hossein}, JOURNAL = {Information Sciences}, PAGES = {205-221}, TITLE = {Backpropagation Neural Networks for Fuzzy Logic}, VOLUME = {62}, YEAR = {1992} } @INPROCEEDINGS{keller91, AUTHOR = {Keller, James M.}, BOOKTITLE = {{\rm \cite{nasa91}}}, PAGES = {201--216}, TITLE = {Experiments on Neural Network Architectures for Fuzzy Logic}, YEAR = {1991} } @ARTICLE{kelleretal92, AUTHOR = {Keller, James M. and Yager, Ronald R. and Tahani, Hossein}, JOURNAL = FSS, PAGES = {1--12}, TITLE = {Neural Network Implementation of Fuzzy Logic}, VOLUME = {45}, YEAR = {1992} } @ARTICLE{kelleretal92b, AUTHOR = {Keller, J. and Krishnapuram, R. and Rhee, F.}, JOURNAL = ITNN, MONTH = sep, PAGES = {761--769}, TITLE = {Evidence aggregation networks for fuzzy logic inference}, VOLUME = {3}, YEAR = {1992} } @INPROCEEDINGS{khan93, AUTHOR = {Khan, Emdad and Venkatapuram, Prahlad}, ADDRESS = {San Francisco}, BOOKTITLE = FUZZIEEE93, MONTH = mar, PAGES = {647--654}, TITLE = {Neufuz: Neural Network Based Fuzzy Logic Design Algorithms}, YEAR = {1993} } @INPROCEEDINGS{kiguchi/fukuda95, AUTHOR = {Kiguchi, Kazuo and Fukuda, Toshio}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {869--874}, TITLE = {Fuzzy Neural Controller for Robot Manipulator Force Control}, YEAR = {1995} } @INPROCEEDINGS{kinzeletal94, AUTHOR = {Kinzel, Jens and Klawonn, Frank and Kruse, Rudolf}, ADDRESS = {Orlando}, BOOKTITLE = {Proc.\ IEEE Conference on Evolu\-tiona\-ry Computation}, PAGES = {28--33}, PUBLISHER = {IEEE}, TITLE = {Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers}, YEAR = {1994} } @INPROCEEDINGS{klawonnetal95a, AUTHOR = {Klawonn, Frank and Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {Darmstadt}, BOOKTITLE = {Proc.\ Fuzzy--Neuro--Systeme'95}, MONTH = nov, PAGES = {223--230}, TITLE = {Generating Rules from Data by Fuzzy and Neuro--Fuzzy Methods}, YEAR = {1995} } @INPROCEEDINGS{kong/kosko90, AUTHOR = {Kong, S.-G. and Kosko, B.}, BOOKTITLE = IJCNN90-3, MONTH = jun, PAGES = {349--358}, TITLE = {Comparison of fuzzy and neural truck backer-upper control systems}, YEAR = {1990} } @ARTICLE{kosko86, AUTHOR = {Kosko, B.}, JOURNAL = {Int.\ J.\ Man-Machine Studies}, PAGES = {65--75}, TITLE = {Fuzzy Cognitive Maps}, VOLUME = {24}, YEAR = {1986} } @INCOLLECTION{kosko87, AUTHOR = {Kosko, B.}, ADDRESS = {Reading, MA}, BOOKTITLE = {{\rm \cite{kandel87}}}, PUBLISHER = {Addison--Wesley}, TITLE = {Fuzzy Associative Memories}, YEAR = {1987} } @BOOK{kosko92, AUTHOR = {Kosko, Bart}, ADDRESS = {Englewood Cliffs}, PUBLISHER = {Prentice--Hall}, TITLE = {Neural Networks and Fuzzy Systems. A Dynamical Systems Approach to Machine Intelligence}, YEAR = {1992} } @ARTICLE{krauseetal94, AUTHOR = {Krause, B. and von Altrock, C. and Limper, K. and Sch\"afers, W.}, JOURNAL = FSS, PAGES = {329--338}, TITLE = {A Neuro--Fuzzy Adaptive Control Strategy for refuse incineration plants}, VOLUME = {63}, YEAR = {1994} } @ARTICLE{krishnapuram/lee92, AUTHOR = {Krishnapuram, Raghu and Lee, Joonwhoan}, JOURNAL = {Neural Networks}, PAGES = {335--350}, TITLE = {Fuzzy-Set-Based Hierarchichal Networks for Information Fusion in Computer Vision}, VOLUME = {3}, YEAR = {1992} } @INPROCEEDINGS{kruse/nauck95a, AUTHOR = {Kruse, Rudolf and Nauck, Detlef}, ADDRESS = {Darmstadt}, BOOKTITLE = {Proc.\ Fuzzy--Neuro--Systeme'95}, MONTH = nov, PAGES = {7--22}, TITLE = {Learning Methods for Fuzzy Systems}, YEAR = {1995} } @INPROCEEDINGS{kruse/nauck95b, AUTHOR = {Kruse, Rudolf and Nauck, Detlef}, ADDRESS = {M\"unster/Westf.}, BOOKTITLE = {Konnektionismus und Neuronale Netze. Beitr\"age zur Herbstschule {HeKoNN95}}, EDITOR = {Dorffner, Georg and M\"oller, Knut and Paa"s, Gerhard and Vogel, Stephan}, MONTH = oct, NUMBER = {272}, PAGES = {1--10}, PUBLISHER = {GMD--Forschungszentrum Informationstechnik GmbH}, SERIES = {GMD--Studien}, TITLE = {Neuronale Fuzzy--Systeme}, YEAR = {1995} } @BOOK{kruseetal94a, ADDRESS = {Braunschweig}, EDITOR = {Kruse, Rudolf and Gebhardt, J\"org and Palm, Rainer}, PUBLISHER = {Vieweg}, TITLE = {Fuzzy Systems in Computer Science}, YEAR = {1994} } @ARTICLE{kruseetal95a, AUTHOR = {Kruse, Rudolf and Nauck, Detlef and Klawonn, Frank}, JOURNAL = {Spektrum der Wissenschaft}, NUMBER = {Heft 6/1995}, PAGES = {34--41}, TITLE = {Neuronale Fuzzy--Systeme}, VOLUME = {Juli}, YEAR = {1995} } @INPROCEEDINGS{kuncicky89, AUTHOR = {Kuncicky, D.C.}, BOOKTITLE = IFSA89, PAGES = {113--116}, TITLE = {A Fuzzy Interpretation of Neural Networks}, YEAR = {1989} } @INPROCEEDINGS{langari/wang95, AUTHOR = {Langari, Reza and Wang, Liang}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1291--1298}, TITLE = {Fuzzy Models, Modular Networks, and Hybrid Learning}, YEAR = {1995} } @ARTICLE{lee/lee74, AUTHOR = {Lee, S.C. and Lee, E.T.}, JOURNAL = {J.\ Cybern.}, PAGES = {83--103}, TITLE = {Fuzzy sets and neural networks}, VOLUME = {4}, YEAR = {1974} } @ARTICLE{lee/lee75, AUTHOR = {Lee, S. C. and Lee, E. T.}, JOURNAL = {Int.\ Journal on Math. Bioscience}, PAGES = {151--177}, TITLE = {Fuzzy neural networks}, VOLUME = {23}, YEAR = {1975} } @INPROCEEDINGS{lee/takagi93, AUTHOR = {Lee, Michael and Takagi, Hideyuki}, ADDRESS = {San Francisco}, BOOKTITLE = FUZZIEEE93, MONTH = mar, PAGES = {612--617}, TITLE = {Integrating Design Stages of Fuzzy Systems using Genetic Algorithms}, YEAR = {1993} } @ARTICLE{lee90a, AUTHOR = {Lee, Chuen-Chien}, JOURNAL = {Int. J. Intell. Syst.}, TITLE = {A Self-Learning Rule-Based Controller Employing Approximate Reasoning and Neural Network Concepts}, VOLUME = {5}, YEAR = {1990} } @ARTICLE{li/tzou92, AUTHOR = {Li, C. James and Tzou, J. C.}, JOURNAL = FSS, PAGES = {297--303}, TITLE = {Neural Fuzzy Point Processes}, VOLUME = {48}, YEAR = {1992} } @INPROCEEDINGS{li94, AUTHOR = {Li, W.}, ADDRESS = {Orlando}, BOOKTITLE = FUZZIEEE94, PAGES = {223--227}, TITLE = {Optimization of a fuzzy controller using neural network}, YEAR = {1994} } @INPROCEEDINGS{li95, AUTHOR = {Li, Wei}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1747--1754}, TITLE = {Neuro-Fuzzy Systems for Intelligent Robot Navigation and Control Under Uncertainty}, YEAR = {1995} } @ARTICLE{lin/lee91, AUTHOR = {Lin, Chin-Teng and Lee, C. S. George}, JOURNAL = {IEEE Trans.\ Computers - Special Issue on Artificial Neural Networks}, MONTH = dec, PAGES = {1320--1336}, TITLE = {Neural-Network-Based Fuzzy Logic Control and Decision System}, VOLUME = {40}, YEAR = {1991} } @INPROCEEDINGS{lin/lee93, AUTHOR = {Lin , C. T. and Lee, C. S. George}, ADDRESS = {San Francisco}, BOOKTITLE = FUZZIEEE93, MONTH = mar, PAGES = {88--93}, TITLE = {Reinforcement Structure/Parameter Learning for Neural-Network-Based Fuzzy Logic Control Systems}, YEAR = {1993} } @INPROCEEDINGS{lin/lin95, AUTHOR = {Lin, Cheng-Jian and Lin, Chin-Teng}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1299--1306}, TITLE = {Reinforcement Learning for ART-Based Fuzzy Adaptive Learning Control Networks}, YEAR = {1995} } @INPROCEEDINGS{lippeetal94a, AUTHOR = {Lippe, W.-M. and Feuring, Th. and Tenhagen, A.}, ADDRESS = {San Diego}, BOOKTITLE = {Proc.\ World Congress on Neural Networks 1994 (WCNN'94)}, PAGES = {340--345}, TITLE = {A fuzzy controlled, parallel coordinate descent in a backpropagation net}, YEAR = {1994} } @ARTICLE{lippeetal94b, AUTHOR = {Lippe, W.-M. and Feuring, Th. and Tenhagen, A.}, JOURNAL = {Int.\ Journal on Artificial Intelligence Tools}, PAGES = {407--416}, TITLE = {A Hybrid Learning Rule for a Feedforward Network}, VOLUME = {3}, YEAR = {1994} } @INPROCEEDINGS{mandal/tanaka95, AUTHOR = {Mandal, Deba Prasad and Tanaka, Hideo}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1649--1656}, TITLE = {Use of Fuzzy-If-Then Rules for Pattern Classification}, YEAR = {1995} } @ARTICLE{mitra/kuncheva95, AUTHOR = {Mitra, Sushmita and Kuncheva, Ludmilla}, JOURNAL = FSS, PAGES = {1--13}, TITLE = {Improving Classification Performance Using Fuzzy MLP and Two--Level Selective Partitioning of the Feature Space}, VOLUME = {70}, YEAR = {1995} } @ARTICLE{mitra/pal95, AUTHOR = {Mitra, S. and Pal, S.K.}, JOURNAL = ITNN, PAGES = {51--63}, TITLE = {Fuzzy Multi--Layer Perceptron, Inferencing and Rule Generation}, VOLUME = {6}, YEAR = {1995} } @ARTICLE{mitra94, AUTHOR = {Mitra, Sushmita}, JOURNAL = FSS, TITLE = {Fuzzy MLP Based Expert System for Medical Diagnosis}, VOLUME = {64}, YEAR = {1994} } @INPROCEEDINGS{miyoshietal93, AUTHOR = {Miyoshi, Tsutomu and Tano, Shunichi and Kato, Yasunori and Arnould, Thierry}, ADDRESS = {San Francisco}, BOOKTITLE = FUZZIEEE93, MONTH = mar, PAGES = {641--646}, TITLE = {Operator Tuning in Fuzzy Production Rules using Neural Networks}, YEAR = {1993} } @INPROCEEDINGS{mondadaetal93, AUTHOR = {Mondada, Francesco and Franzi, Edoardo and Ienne, Paolo}, ADDRESS = {Kyoto}, BOOKTITLE = {Proc.\ Third Int.\ Symposium on Experimental Robotics}, TITLE = {Mobile Robot Miniaturisation: A Tool for Investigation in Control Algorithms}, YEAR = {1993} } @INPROCEEDINGS{nakamura95, AUTHOR = {Nakamura, Kazuo}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1077--1082}, TITLE = {Applications of Fuzzy Logical Thinking in {Japan}: Current and Future}, YEAR = {1995} } @INPROCEEDINGS{narazaki/ralescu91, AUTHOR = {Narazaki, Hiroshi and Ralescu, Anca L.}, ADDRESS = {Sydney}, BOOKTITLE = {IJCAI-91: Workshop on Fuzzy Logic in Artificial Intelligence}, MONTH = aug, PAGES = {54--66}, TITLE = {A Synthesis Method for Multi-Layered Neural Network using Fuzzy Sets}, YEAR = {1991} } @INCOLLECTION{narenda92, AUTHOR = {Narenda, K. S.}, BOOKTITLE = {{\rm \cite{white/sofge92}}}, PAGES = {141--183}, PUBLISHER = {Van Nostrand Reinhold}, TITLE = {Adaptive Control of Dynamical Systems using Neural Networks}, YEAR = {1992} } @PROCEEDINGS{nasa91, ADDRESS = {Lyndon B. Johnson Space Center, Houston, Texas}, EDITOR = {Lea, Robert N. and Villareal, James}, MONTH = feb, PUBLISHER = {NASA}, TITLE = {Proc.\ of the Second Joint Technology Workshop on Neural Networks and Fuzzy Logic}, YEAR = {1991} } @INPROCEEDINGS{nauck92a, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {Puerto Vallarta}, BOOKTITLE = NAFIPS92, MONTH = dec, PAGES = {388--397}, TITLE = {A Neural Fuzzy Controller Learning by Fuzzy Error Propagation}, YEAR = {1992} } @INPROCEEDINGS{nauck92b, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {College Station, Texas}, BOOKTITLE = {Proc.\ Second Int.\ Workshop on Industrial Applications of Fuzzy Control and Intelligent Systems (IFIS'92)}, MONTH = dec, PAGES = {146--152}, TITLE = {Interpreting Changes in the Fuzzy Sets of a Self-Adaptive Neural Fuzzy Controller}, YEAR = {1992} } @ARTICLE{nauck92c, AUTHOR = {Nauck, Detlef and Klawonn, Frank and Kruse, Rudolf}, JOURNAL = {Wissenschaftliche Zeitschrift der Humboldt-Universit\"at zu Berlin, R. Medizin}, NUMBER = {4}, PAGES = {99--120}, TITLE = {Fuzzy Sets, Fuzzy Controllers, and Neural Networks}, VOLUME = {41}, YEAR = {1992} } @INPROCEEDINGS{nauck93a, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {San Francisco}, BOOKTITLE = ICNN93, MONTH = mar, PAGES = {1022-1027}, TITLE = {A Fuzzy Neural Network Learning Fuzzy Control Rules and Membership Functions by Fuzzy Error Backpropagation}, YEAR = {1993} } @INPROCEEDINGS{nauck93b, AUTHOR = {Nauck, Detlef and Klawonn, Frank and Kruse, Rudolf}, ADDRESS = {Berlin}, BOOKTITLE = FLAI93, EDITOR = {Klement, Erich Peter and Slany, Wolfgang}, PAGES = {35-46}, PUBLISHER = {Springer--Verlag}, TITLE = {Combining Neural Networks and Fuzzy Controllers}, YEAR = {1993} } @INPROCEEDINGS{nauck93c, AUTHOR = {Nauck, Detlef}, ADDRESS = {Braunschweig}, BOOKTITLE = {1.\ GI-Workshop Fuzzy-Systeme '93}, MONTH = oct, TITLE = {{NEFCON-I}: Eine Simulationsumgebung f\"ur Neuronale Fuzzy-Regler}, YEAR = {1993} } @PHDTHESIS{nauck94a, AUTHOR = {Nauck, Detlef}, SCHOOL = {Technische Universit\"at Braunschweig}, TITLE = {{Modellierung Neuronaler Fuzzy--Regler}}, YEAR = {1994} } @INPROCEEDINGS{nauck94b, AUTHOR = {Nauck, Detlef}, ADDRESS = {Munich}, BOOKTITLE = {Proc.\ Fuzzy--Systeme'94}, MONTH = oct, TITLE = {A Fuzzy Perceptron as a Generic Model for Neuro--Fuzzy Approaches}, YEAR = {1994} } @INPROCEEDINGS{nauck94c, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {Orlando}, BOOKTITLE = {Proc.\ IEEE Int.\ Conf.\ Neural Networks 1994 at IEEE WCCI'94}, MONTH = jun, PAGES = {1638--1643}, TITLE = {{NEFCON--I}: An {X--Window} based Simulator for Neural Fuzzy Controllers}, YEAR = {1994} } @INCOLLECTION{nauck94d, AUTHOR = {Nauck, Detlef}, ADDRESS = {Braunschweig}, BOOKTITLE = {{\rm \cite{kruseetal94a}}}, PAGES = {141--151}, PUBLISHER = {Vieweg}, TITLE = {Building Neural Fuzzy Controllers with {NEFCON--I}}, YEAR = {1994} } @INCOLLECTION{nauck94dd, AUTHOR = {Nauck, Detlef}, ADDRESS = {Braunschweig}, BOOKTITLE = {Fuzzy Systems in Computer Science}, EDITOR = {Kruse, Rudolf and Gebhardt, J\"org and Palm, Rainer}, PAGES = {141--151}, PUBLISHER = {Vieweg}, TITLE = {Building Neural Fuzzy Controllers with {NEFCON--I}}, YEAR = {1994} } @INCOLLECTION{nauck94e, AUTHOR = {Nauck, Detlef}, ADDRESS = {Braunschweig}, BOOKTITLE = {{\rm \cite{kruseetal94a}}}, PAGES = {91--107}, PUBLISHER = {Vieweg}, TITLE = {Fuzzy Neuro Systems: An Overview}, YEAR = {1994} } @INCOLLECTION{nauck94ee, AUTHOR = {Nauck, Detlef}, ADDRESS = {Braunschweig}, BOOKTITLE = {Fuzzy Systems in Computer Science}, EDITOR = {Kruse, Rudolf and Gebhardt, J\"org and Palm, Rainer}, PAGES = {91--107}, PUBLISHER = {Vieweg}, TITLE = {Fuzzy Neuro Systems: An Overview}, YEAR = {1994} } @INCOLLECTION{nauck94f, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {Tokyo}, BOOKTITLE = {Fuzzy--Neural Networks (in {Japanese})}, EDITOR = {Umano, M. and Hayashi, I. and Furuhashi, T.}, PUBLISHER = {Asakura Publ.}, SERIES = {Soft Computing Series}, TITLE = {Neuro--Fuzzy Systems Research and Applications outside of {Japan} (in {Japanese})}, YEAR = {1996} } @INPROCEEDINGS{nauck94g, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {Aachen}, BOOKTITLE = EUFIT94, MONTH = sep, PAGES = {552--557}, TITLE = {Choosing Appropriate Neuro-Fuzzy Models}, YEAR = {1994} } @INCOLLECTION{nauck95a, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {New York}, BOOKTITLE = {Applied Computing 1995. Proc.\ of the 1995 ACM Symposium on Applied Computing, Nashville, Feb.\ 26--28}, EDITOR = {George, K.M. and Carrol, Janice H. and Deaton, Ed and Oppenheim, Dave and Hightower, Jim}, MONTH = feb, PAGES = {461--465}, PUBLISHER = {ACM Press}, TITLE = {{NEFCLASS} -- A Neuro--Fuzzy Approach for the Classification of Data}, YEAR = {1995} } @INCOLLECTION{nauck95b, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, BOOKTITLE = {Fuzzy Modelling: Paradigms and Practice}, EDITOR = {Pedrycz, Witold}, PUBLISHER = {Kluwer}, TITLE = {Designing Neuro--Fuzzy Systems Through Backpropagation}, YEAR = {1996} } @INPROCEEDINGS{nauck95c, AUTHOR = {Nauck, Detlef}, ADDRESS = {Aachen}, BOOKTITLE = EUFIT95, MONTH = aug, PAGES = {1159--1164}, TITLE = {Beyond Neuro--Fuzzy: Perspectives and Directions}, YEAR = {1995} } @INPROCEEDINGS{nauck95d, AUTHOR = {Nauck, Detlef and Kruse, Rudolf}, ADDRESS = {Berlin}, BOOKTITLE = {Operations Research Proceedings 1995}, EDITOR = {Kleinschmidt, P. and Bachem, A. and Derigs, U. and Fischer, D. and Leopold--Wildburger, U. and M\"ohring, R.}, PAGES = {294--299}, PUBLISHER = {Springer--Verlag}, TITLE = {Neuro--Fuzzy Classification with NEFCLASS}, YEAR = {1996} } @INPROCEEDINGS{nauck96a, AUTHOR = {Nauck, Detlef and Nauck, Ulrike and Kruse, Rudolf}, ADDRESS = {Berkeley}, BOOKTITLE = {Proc.\ Biennial Conference of the North American Fuzzy Information Processing Society NAFIPS'96}, MONTH = jun, NOTE = {to appear}, TITLE = {Generating Classification Rules with the Neuro--Fuzzy System {NEFCLASS}}, YEAR = {1996}, OPTpages = {} } @BOOK{naucketal94, AUTHOR = {Nauck, Detlef and Klawonn, Frank and Kruse, Rudolf}, ADDRESS = {Wiesbaden}, PUBLISHER = {Vieweg}, TITLE = {{Neuronale Netze und Fuzzy--Systeme}}, YEAR = {1994} } @BOOK{naucketal94_eng, AUTHOR = {Nauck, Detlef and Klawonn, Frank and Kruse, Rudolf}, ADDRESS = {Wiesbaden}, PUBLISHER = {Vieweg}, TITLE = {{Neuronale Netze und Fuzzy--Systeme} (Neural Networks and Fuzzy Systems [in German])}, YEAR = {1994} } @INPROCEEDINGS{naucketal95a, AUTHOR = {Nauck, Detlef and Kruse, Rudolf and Stellmach, Roland}, ADDRESS = {Darmstadt}, BOOKTITLE = {Proc.\ Neuro--Fuzzy--Systeme'95}, MONTH = nov, PAGES = {357--364}, TITLE = {New Learning Algorithms for the Neuro--Fuzzy Environment {NEFCON--I}}, YEAR = {1995} } @BOOK{naucketal96, AUTHOR = {Nauck, Detlef and Klawonn, Frank and Kruse, Rudolf}, ADDRESS = {Wiesbaden}, PUBLISHER = {Vieweg}, TITLE = {{Neuronale Netze und Fuzzy--Systeme, 2.\ erweiterte Auflage}}, YEAR = {1996} } @BOOK{naucketal96b, AUTHOR = {Nauck, Detlef and Klawonn, Frank and Kruse, Rudolf}, ADDRESS = {Chichester}, NOTE = {To be published}, PUBLISHER = {Wiley}, TITLE = {Foundations of Neuro--Fuzzy Systems}, YEAR = {1996} } @INPROCEEDINGS{nomuraetal92, AUTHOR = {Nomura, Hiroyoshi and Hayashi, Isao and Wakami, Noboru}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {203--210}, TITLE = {A Learning Method of Fuzzy Inference Rules by Descent Method}, YEAR = {1992} } @INPROCEEDINGS{nowe/vepa93, AUTHOR = {Now\'e, Ann and Vepa, Ranjan}, ADDRESS = {Berlin}, BOOKTITLE = FLAI93, EDITOR = {Klement, Erich Peter and Slany, Wolfgang}, PAGES = {47-58}, PUBLISHER = {Springer--Verlag}, TITLE = {A Reinforcement Learning Algorithm based on `Safety'}, YEAR = {1993} } @INPROCEEDINGS{ohagan90, AUTHOR = {O'Hagan, M.}, BOOKTITLE = IPMU90, MONTH = jul, PAGES = {598--609}, TITLE = {A fuzzy neuron based upon maximum entropy ordered weighted averaging}, YEAR = {1990} } @ARTICLE{pal/mitra92, AUTHOR = {Pal, S.K. and Mitra, S.}, JOURNAL = ITNN, PAGES = {683--697}, TITLE = {Multi--layer Perceptron, Fuzzy Sets and Classification}, VOLUME = {3}, YEAR = {1992} } @INPROCEEDINGS{patrikar/provence90, AUTHOR = {Patrikar, A. and Provence, J.}, BOOKTITLE = IJCNN90-3, MONTH = jun, PAGES = {359--364}, TITLE = {A self-organizing controller for dynamic processes using neural networks}, YEAR = {1990} } @INPROCEEDINGS{pedrycz/card92, AUTHOR = {Pedrycz, Witold and Card, H. C.}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {371--378}, TITLE = {Linguistic Interpretation of Self-Organizing Maps}, YEAR = {1992} } @INPROCEEDINGS{pedrycz90, AUTHOR = {Pedrycz, Witold}, BOOKTITLE = {5th IEEE Int.\ Symposium on Intelligent Control, Vol.1}, MONTH = sep, PAGES = {626--630}, TITLE = {Fuzzy Sets and Neurocomputations: Knowledge Representation and Processing in Intelligent Controllers}, YEAR = {1990} } @ARTICLE{pedrycz91a, AUTHOR = {Pedrycz, Witold}, JOURNAL = ITSMC, PAGES = {1593--1604}, TITLE = {A Referential Scheme of Fuzzy Decision Making and its Neural Network Structure}, VOLUME = {21}, YEAR = {1991} } @ARTICLE{pedrycz91b, AUTHOR = {Pedrycz, Witold}, JOURNAL = ITPAMI, PAGES = {289--297}, TITLE = {Neurocomputations in Relational Systems}, VOLUME = {13}, YEAR = {1991} } @ARTICLE{pedrycz93a, AUTHOR = {Pedryzc, Witold}, JOURNAL = FSS, PAGES = {1--28}, TITLE = {Fuzzy Neural Networks and Neurocomputation}, VOLUME = {56}, YEAR = {1993} } @ARTICLE{pedrycz94a, AUTHOR = {Pedryzc, Witold}, JOURNAL = FSS, PAGES = {251--266}, TITLE = {Logic--Based Neurons: Extensions, Uncertainty Representation and Development of Fuzzy Controllers}, VOLUME = {66}, YEAR = {1994} } @PROCEEDINGS{prietoetal91, ADDRESS = {Berlin}, EDITOR = {Prieto, A. and Goos, G. and Hartmanis, J.}, MONTH = sep, PUBLISHER = {Springer--Verlag}, TITLE = {Artificial Neural Networks Int.\ Workshop IWANN'91, Granada, Spain, sep 1991 Proceedings}, YEAR = {1991} } @ARTICLE{qiaoetal92, AUTHOR = {Qiao, Wu Zhi and Zhuang, Wang Pei and Heng, Teh Hoon and Shan, Song Shou}, JOURNAL = FSS, PAGES = {13--21}, TITLE = {A Rule Self-Regulating Fuzzy Controller}, VOLUME = {47}, YEAR = {1992} } @INPROCEEDINGS{ramamoorthy/huang91, AUTHOR = {Ramamoorthy, P.A. and Huang, Song}, BOOKTITLE = {{\rm \cite{daglietal91}}}, PAGES = {261--266}, TITLE = {Cerebellar Model Articulation Controller Neural Network -- A Simple Fuzzy Expert System in Disguise?}, YEAR = {1991} } @ARTICLE{rocha81, AUTHOR = {{da Rocha}, A.F.}, JOURNAL = FSS, PAGES = {127--140}, TITLE = {Neural Fuzzy Point Processes}, VOLUME = {5}, YEAR = {1981} } @INPROCEEDINGS{rueda/pedrycz94, AUTHOR = {Rueda, A. and Pedrycz, Witold}, ADDRESS = {Orlando}, BOOKTITLE = FUZZIEEE94, PAGES = {672--677}, TITLE = {A Hierachical Fuzzy--Neural--PD Controller for Robot Manipulators}, YEAR = {1994} } @INPROCEEDINGS{sanchez90, AUTHOR = {Sanchez, Elie}, ADDRESS = {Iizuka}, BOOKTITLE = IIZUKA90, MONTH = jul, PAGES = {31-35}, TITLE = {Fuzzy Connectionist Expert Systems}, YEAR = {1990} } @INPROCEEDINGS{sarkodie-gyan/willumeit95, AUTHOR = {Sarkodie-Gyan, T. and Willumeit, H.-P.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {855--862}, TITLE = {Neuro-Fuzzy Based Autonomous Vehicles}, YEAR = {1995} } @INPROCEEDINGS{schreiber/heine94, AUTHOR = {Schreiber, Henrik and Heine, Steffen}, ADDRESS = {Dortmund}, BOOKTITLE = {Proc.\ 4.\ Dortmunder Fuzzy--Tage}, TITLE = {{Einsatz von Neuro--Fuzzy--Technologien f\"ur die Prognose des Elektroenergieverbrauches an ``besonderen'' Tagen}}, YEAR = {1994} } @INPROCEEDINGS{sekineetal95, AUTHOR = {Sekine, Satoshi and Imasaki, Naoki and Endo Tsunekazu}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1741--1746}, TITLE = {Application of Fuzzy Neural Network Control to Automatic Train Operation and Tuning of Its Control Rules}, YEAR = {1995} } @ARTICLE{shao88, AUTHOR = {Shao, Shihuang}, JOURNAL = FSS, PAGES = {151--164}, TITLE = {Fuzzy Self-Organizing Controller and its Application for Dynamic Processes}, VOLUME = {26}, YEAR = {1988} } @INPROCEEDINGS{shiue/grondin87, AUTHOR = {Shiue, L.C. and Grondin, R.O.}, BOOKTITLE = ICNN87-2, PAGES = {299--307}, TITLE = {On designing fuzzy learning neural-automata}, YEAR = {1987} } @ARTICLE{simpson91, AUTHOR = {Simpson, P.K.}, JOURNAL = {J.\ Knowledge Engineering}, PAGES = {1-9}, TITLE = {Fuzzy Min-Max Classification with Neural Networks}, VOLUME = {4}, YEAR = {1991} } @ARTICLE{simpson92a, AUTHOR = {Simpson, P.K.}, JOURNAL = ITNN, PAGES = {776--786}, TITLE = {Fuzzy Min-Max Neural Networks -- Part 1: Classification}, VOLUME = {3}, YEAR = {1992} } @ARTICLE{simpson92b, AUTHOR = {Simpson, P.K.}, JOURNAL = ITFS, MONTH = feb, PAGES = {32--45}, TITLE = {Fuzzy Min-Max Neural Networks -- Part 2: Clustering}, VOLUME = {1}, YEAR = {1992} } @INPROCEEDINGS{steinmueller/wick93, AUTHOR = {Steinm\"uller, Harald and Wick, Oliver}, ADDRESS = {Aachen}, BOOKTITLE = EUFIT93, PAGES = {1031--1035}, TITLE = {Fuzzy and Neuro Fuzzy Applications in European Wahing Machines}, YEAR = {1993} } @INCOLLECTION{steinmueller94, AUTHOR = {Steinm\"uller, Harald}, ADDRESS = {M\"unchen}, BOOKTITLE = {{Fuzzy Logic. Band2: Anwendungen}}, EDITOR = {Zimmermann, Hans--J\"urgen and von Altrock, Constantin}, PAGES = {155--168}, PUBLISHER = {Oldenbourg Verlag}, TITLE = {{Fuzzy Control und NeuroFuzzy bei Waschautomaten}}, YEAR = {1994} } @MASTERSTHESIS{stellmach95, AUTHOR = {Stellmach, Roland}, SCHOOL = {Technische Universit\"at Braunschweig}, TITLE = {{NEFCON--I}: {E}ntwurf und {I}mplementierung einer {E}rweiterung des {S}oftwaretools {NEFCON--I} f\"ur {N}euronale {F}uzzy--{R}egler}, TYPE = {Diplomarbeit}, YEAR = {1995} } @ARTICLE{stoeva92, AUTHOR = {Stoeva, Stefka P.}, JOURNAL = FSS, PAGES = {87--97}, TITLE = {A Weight-Learning Algorithm for Fuzzy Production Systems with Weighting Coefficients}, VOLUME = {48}, YEAR = {1992} } @INPROCEEDINGS{sulzbergeretal93, AUTHOR = {Sulzberger, Sandra M. and Tschichold-G\"urman, Nadine N. and Vestli, Sjur J.}, ADDRESS = {San Francisco}, BOOKTITLE = ICNN93, MONTH = mar, PAGES = {312-316}, TITLE = {FUN: Optimization of Fuzzy Rule Based Systems using Neural Networks}, YEAR = {1993} } @INPROCEEDINGS{sun/jang92, AUTHOR = {Sun, C.-T. and Jang, J.-S. Roger}, BOOKTITLE = {Proc.\ of the Japan--U.S.A. Symposium on Flexible Automation}, NOTE = {(Forthcoming)}, TITLE = {Adaptive Network Based Fuzzy Classification}, YEAR = {1992} } @INPROCEEDINGS{sun/jang93, AUTHOR = {Sun, Chuen-Tsai and Jang, Jyh-Shing}, ADDRESS = {San Francisco}, BOOKTITLE = ICNN93, MONTH = mar, PAGES = {94-98}, TITLE = {A Neuro-Fuzzy Classifier and Its Applications}, YEAR = {1993} } @ARTICLE{swiniarskietal91, AUTHOR = {Swiniarski, R. and Knafel, A.J. and Zaremba, M.B.}, JOURNAL = {Advances in Modeling \& Simulation}, PAGES = {51--64}, TITLE = {Neural-fuzzy variable structure control systems}, VOLUME = {25}, YEAR = {1991} } @ARTICLE{takagi/hayashi91, AUTHOR = {Takagi, Hideyuki and Hayashi, Isao}, JOURNAL = IJAR, PAGES = {191--212}, TITLE = {{NN}--Driven Fuzzy Reasoning}, VOLUME = {5}, YEAR = {1991} } @INPROCEEDINGS{takagi/lee93, AUTHOR = {Takagi, Hideyuki and Lee, Michael}, ADDRESS = {Berlin}, BOOKTITLE = FLAI93, EDITOR = {Klement, Erich Peter and Slany, Wolfgang}, PAGES = {68-79}, PUBLISHER = {Springer--Verlag}, TITLE = {Neural Networks and Genetic Algorithms}, YEAR = {1993} } @INPROCEEDINGS{takagi90, AUTHOR = {Takagi, Hideyuki}, BOOKTITLE = IIZUKA90, MONTH = jul, PAGES = {13--26}, TITLE = {Fusion Technology of Fuzzy Theory and Neural Networks - Survey and Future Directions}, YEAR = {1990} } @INPROCEEDINGS{takagi92, AUTHOR = {Takagi, Hideyuki}, ADDRESS = {San Diego}, BOOKTITLE = IECON92, MONTH = nov, PAGES = {1629--1639}, TITLE = {Application of Neural Networks and Fuzzy Logic to Consumer Products}, VOLUME = {3}, YEAR = {1992} } @INCOLLECTION{takagi95a, AUTHOR = {Takagi, Hideyuki}, BOOKTITLE = {{\rm \cite{yenetal95}}}, PAGES = {93--104}, PUBLISHER = {IEEE Press}, TITLE = {Applications of Neural Networks and Fuzzy Logic to Consumer Products}, YEAR = {1995} } @ARTICLE{takagietal92, AUTHOR = {Takagi, Hideyuki and Suzuki, Noriyuki and Koda, Toshiyuki and Kojima, Yoshihiro}, JOURNAL = ITNN, NUMBER = {5}, PAGES = {752--760}, TITLE = {Neural Networks Designed on Approximate Reasoning Architecture and Their Applications}, VOLUME = {3}, YEAR = {1992} } @INPROCEEDINGS{takahashi/minami89, AUTHOR = {Takahashi, H. and Minami, H.}, BOOKTITLE = IFSA89, PAGES = {520--523}, TITLE = {Subjective Evaluation Modeling using Fuzzy Logic and a Neural Network}, YEAR = {1989} } @INPROCEEDINGS{tangetal95, AUTHOR = {Tang, Zheng and Komori, Masakazu and Ishizuka, Okihiko and Tanno, Koichi and Matsumoto, Hiroki}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1307--1314}, TITLE = {An Adaptive ULR Fuzzy Contoller Through Reinforcement Learning}, YEAR = {1995} } @INPROCEEDINGS{thawonmasetal95, AUTHOR = {Thawonmas, Ruck and Abe, Shigeo and Lan, Ming-Shong}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1657--1664}, TITLE = {Tuning of a Fuzzy Classifier by Solving Inequalities}, YEAR = {1995} } @INPROCEEDINGS{tschichold/dabija93, AUTHOR = {Tschichold--G\"urman, N. and Dabija, V.}, ADDRESS = {San Francisco}, BOOKTITLE = ICNN93, PAGES = {281--286}, TITLE = {Meaning-Based Handling of Don't Care Attributes in Artificial Neural Networks}, YEAR = {1993} } @INCOLLECTION{tschichold95a, AUTHOR = {Tschichold--G\"ur\-man, Nadine}, ADDRESS = {New York}, BOOKTITLE = {Applied Computing 1995. Proc.\ of the 1995 ACM Symposium on Applied Computing, Nashville, Feb.\ 26--28}, EDITOR = {George, K.M. and Carrol, Janice H. and Deaton, Ed and Oppenheim, Dave and Hightower, Jim}, MONTH = feb, PAGES = {466--470}, PUBLISHER = {ACM Press}, TITLE = {Generation and Improvement of Fuzzy Classifiers with Incremental Learning using Fuzzy RuleNet}, YEAR = {1995} } @PHDTHESIS{tschichold96, AUTHOR = {Tschichold--G\"ur\-man, Nadine}, SCHOOL = {ETH Z\"urich}, TITLE = {RuleNet -- A New Knowledge--Based Artificial Neural Network Model with Application Examples in Robotics}, YEAR = {1996} } @INPROCEEDINGS{tschicholdetal92, AUTHOR = {Tschichold--G\"urman, N. and Ghazvini, M. and Diez, D.}, ADDRESS = {Brighton}, BOOKTITLE = {Proc.\ of 1992 Int.\ Conf.\ on Artificial Neural Networks (ICANN-92)}, TITLE = {M-RCE: A Self-Configuring ANN with Rule-Extraction Capabilities}, YEAR = {1992} } @INPROCEEDINGS{vasilakos/zikidis95, AUTHOR = {Vasilakos, Athanasios V. and Zikidis, Konstantinos C.}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {671--678}, TITLE = {A.S.A.F.ES.2: A Novel, Neuro-Fuzzy Architecture for Fuzzy Computing, Based on Functional Reasoning}, YEAR = {1995} } @ARTICLE{vuorimaa94, AUTHOR = {Vuorimaa, Petri}, JOURNAL = FSS, PAGES = {223--231}, TITLE = {Fuzzy Self--Organizing Map}, VOLUME = {66}, YEAR = {1994} } @INPROCEEDINGS{wang/vachtsevanos90, AUTHOR = {Wang, B.H. and Vachtsevanos, G.}, BOOKTITLE = {5th IEEE Int.\ Symposium on Intelligent Control}, MONTH = sep, PAGES = {910--915}, TITLE = {Fuzzy Associative Memories: Identification and Control of Complex Systems}, VOLUME = {2}, YEAR = {1990} } @ARTICLE{werbos92a, AUTHOR = {Werbos, Paul J.}, JOURNAL = {Artificial Neural Networks}, PAGES = {61--68}, TITLE = {Neurocontrol: Where it is Going and Why it is Crucial}, VOLUME = {2}, YEAR = {1992} } @ARTICLE{werbos92b, AUTHOR = {Werbos, Paul J.}, JOURNAL = IJAR, MONTH = feb, PAGES = {185 -- 220}, TITLE = {Neurocontrol and Fuzzy Logic: Connections and Designs}, VOLUME = {6}, YEAR = {1992} } @INCOLLECTION{werbos92c, AUTHOR = {Werbos, Paul J.}, BOOKTITLE = {{\rm \cite{white/sofge92}}}, PAGES = {65--89}, PUBLISHER = {Van Nostrand Reinhold}, TITLE = {Neurocontrol and Supervised Learning: An Overview and Evaluation}, YEAR = {1992} } @INCOLLECTION{werbos92d, AUTHOR = {Werbos, Paul J.}, BOOKTITLE = {{\rm \cite{white/sofge92}}}, PAGES = {493--526}, PUBLISHER = {Van Nostrand Reinhold}, TITLE = {Approximate Dynamic Programming for Real-Time Control and Neural Modeling}, YEAR = {1992} } @BOOK{white/sofge92, ADDRESS = {New York}, EDITOR = {White, David A. and Sofge, Donald A.}, PUBLISHER = {Van Nostrand Reinhold}, TITLE = {Handbook of Intelligent Control. Neural, Fuzzy, and Adaptive Approaches}, YEAR = {1992} } @INPROCEEDINGS{woehlke94, AUTHOR = {W\"ohlke, G.}, ADDRESS = {Orlando}, BOOKTITLE = FUZZIEEE94, PAGES = {64--69}, TITLE = {A Neuro--Fuzzy based System Architecture for the Intelligent Control of Multi--Finger Robot Hands}, YEAR = {1994} } @ARTICLE{wongetal91, AUTHOR = {Wong, F.S. and Wang, P.Z. and Teh, H.H.}, JOURNAL = {Computer Science in Economics and Management}, PAGES = {77--89}, TITLE = {A stock selection strategy using fuzzy neural networks}, VOLUME = {4}, YEAR = {1991} } @ARTICLE{yager/filev92a, AUTHOR = {Yager, Ronald R. and Filev, Dimitar P.}, JOURNAL = {BUSEFAL}, PAGES = {50--57}, TITLE = {Adaptive Defuzzification for Fuzzy Logic Controllers}, VOLUME = {49}, YEAR = {1992} } @INPROCEEDINGS{yager/filev92b, AUTHOR = {Yager, Ronald R. and Filev, Dimitar P.}, ADDRESS = {Puerto Vallarta}, BOOKTITLE = NAFIPS92, MONTH = dec, PAGES = {135--142}, TITLE = {Adaptive Defuzzification for Fuzzy System Modelling}, YEAR = {1992} } @BOOK{yager/zadeh92, EDITOR = {Yager, Ronald R. and Zadeh, Lotfi A.}, PUBLISHER = {Van Nostrand Reinhold}, TITLE = {Neural Networks and Soft Computing}, YEAR = {1994} } @INPROCEEDINGS{yager88, AUTHOR = {Yager, R.R.}, BOOKTITLE = IIZUKA88, PAGES = {215--216}, TITLE = {On the interface of fuzzy sets and neural networks}, YEAR = {1988} } @INPROCEEDINGS{yamaguchietal90, AUTHOR = {Yamaguchi, T. and Imasaki, N. and Haruki, K.}, BOOKTITLE = IJCNN90-2, PAGES = {720--723}, TITLE = {Fuzzy Rule Realization on Associative Memory System}, YEAR = {1990} } @INPROCEEDINGS{yamaguchietal92, AUTHOR = {Yamaguchi, T. and Goto, K. and Takagi, T. and Doya, K. and Mita, T.}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {1139--1149}, TITLE = {Intelligent Control of a Flying Vehicle using Fuzzy Associative Memory System}, YEAR = {1992} } @INPROCEEDINGS{yamakawa/furukawa92, AUTHOR = {Yamakawa, T. and Furukawa, M.}, ADDRESS = {San Diego}, BOOKTITLE = FUZZIEEE92, PAGES = {75--82}, TITLE = {A Design of Membership Functions for a Fuzzy Neuron Using Example Based Learning}, YEAR = {1992} } @INPROCEEDINGS{yamakawa/tomoda89, AUTHOR = {Yamakawa, T. and Tomoda, S.}, ADDRESS = {Seattle}, BOOKTITLE = IFSA89, EDITOR = {Bezdek, James C.}, MONTH = aug, PAGES = {30-38}, TITLE = {A Fuzzy Neuron and its Application to Pattern Recognition}, YEAR = {1989} } @INPROCEEDINGS{yamakawa/tomoda92, AUTHOR = {Yamakawa, T. and Tomoda, S.}, ADDRESS = {Iizuka}, BOOKTITLE = IIZUKA92, PAGES = {477--483}, TITLE = {A Neo Fuzzy Neuron and its Applications to System Identification and Prediction of the System Behaivour}, YEAR = {1992} } @INPROCEEDINGS{yamakawa89, AUTHOR = {Yamakawa, T.}, BOOKTITLE = {5th Fuzzy Syst.\ Symp.}, PAGES = {13--18}, TITLE = {A membership function circuit and its applications to a singleton-consequent fuzzy logic controller and a fuzzy neuron}, YEAR = {1989} } @INPROCEEDINGS{yamakawa90, AUTHOR = {Yamakawa, T.}, ADDRESS = {Iizuka}, BOOKTITLE = IIZUKA90, PAGES = {943--948}, TITLE = {Pattern Recognition Hardware System Employing a Fuzzy Neuron}, YEAR = {1990} } @INPROCEEDINGS{yang/bhargava90, AUTHOR = {Yang, Q. and Bhargava, V.K.}, BOOKTITLE = IJCNN90-2, MONTH = jun, PAGES = {77--82}, TITLE = {Building expert systems by a modified perception network with rule-transfer algorithms}, YEAR = {1990} } @INPROCEEDINGS{yao/kuo95, AUTHOR = {Yao, Chih-Chia and Kuo, Yau-Hwang}, ADDRESS = {Yokohama}, BOOKTITLE = FUZZIEEE95, PAGES = {1503--1510}, TITLE = {A Fuzzy Neural Network Model with Three-layerd Structure}, YEAR = {1995} } @INPROCEEDINGS{yenetal92, AUTHOR = {Yen, John and Wang, Haojin and Daugherty, Walter C.}, ADDRESS = {Puerto Vallarta}, BOOKTITLE = NAFIPS92, MONTH = dec, PAGES = {135--142}, TITLE = {Design Issues of a Reinforcment-based Self-Learning Fuzzy Controller for Petrochemical Process Control}, YEAR = {1992} } @BOOK{yenetal95, ADDRESS = {Piscataway}, EDITOR = {Yen, John and Langari, Reza and Zadeh, Lotfi A.}, PUBLISHER = {IEEE Press}, TITLE = {Industrial Applications of Fuzzy Logic and Intelligent Systems}, YEAR = {1995} }