Nelles, Oliver ; Fink, A. (2000):
Grid-based look-up table optimization toolbox.
In: SYSID 2000: Proceedings of the 12th IFAC Symposium on System Identification, Santa Barbara, Calif., 2000. - Amsterdam (u.a.): Elsevier, 2000, Amsterdam (u.a.), Elsevier, [Conference or Workshop Item]

Nelles, Oliver ; Fink, A. ; Isermann, Rolf (2000):
Local linear model trees (LOLIMOT) toolbox for nonlinear system identification.
In: SYSID 2000: Proceedings of the 12th IFAC Symposium on System Identification, Santa Barbara, Calif., 2000. - Amsterdam (u.a.): Elsevier, 2000, Amsterdam (u.a.), Elsevier, [Conference or Workshop Item]

Nelles, Oliver ; Fink, A. (2000):
Tool zur Optimierung von Rasterkennfeldern.
In: atp - Automatisierungstechnische Zeitschrift, 42, pp. S. 58-66. [Article]

Nelles, Oliver ; Fink, A. ; Babuska, R. ; Setnes, M. (1999):
Comparison of two construction algorithms for Takagi-Sugeno fuzzy models.
In: EUFIT'99: European Congress on Intelligent Techniques and Soft Computing <7, 1999, Aachen>: Proceedings. Hrsg.: H.-J. Zimmermann. - Aachen: Mainz, 1999, Aachen, Mainz, [Conference or Workshop Item]

Nelles, Oliver ; Fischer, M. (1999):
Lokale Linearisierung von Fuzzy-Modellen.
In: Automatisierungstechnik, 47, pp. 217-223. [Article]

Nelles, Oliver (1999):
Nonlinear system identification with local linear neuro-fuzzy- models.
Aachen: Shaker, 1999. V, 179 S, Aachen, Shaker, TU Darmstadt,
[Ph.D. Thesis]

Nelles, Oliver ; Ullrich, Thorsten (1998):
Comparison of input space decompositions for local model networks.
In: EUFIT'98: European Congress on Intelligent Techniques and Soft Computing <6, 1998, Aachen>: Proceedings, EUFIT`98, Aachen, [Conference or Workshop Item]

Nelles, Oliver ; Ernst, S. ; Ayoubi, Mihiar ; Schumann, A. ; Lachmann, K.-H. (1998):
Identifikation mit einem Hammersteinmodell und neuronalen Netzen am Beispiel eines Abgasturboladers.
In: at: Automatisierungstechnik. 46 (1998), H. 9, S. 411-419, [Article]

Nelles, Oliver ; Füssel, Dominik ; Ballé, P. ; Isermann, Rolf (1998):
Model-based fault detection and diagnosis. Part B: applications.
In: PSAM 4: International Conference on Probabilistic Safety Assessment and Management <4, 1998, New York>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver (1998):
Structure optimization of Takagi-Sugeno fuzzy models.
In: International journal of uncertainty, fuzziness and knowledge-based systems. 6 (1998), H.2, S. 161-170, [Article]

Nelles, Oliver ; Hecker, ; Isermann, Rolf (1997):
Automatic model selection in local linear model trees (LOLIMOT) for nonlinear system identification of a transport delay process.
In: IFAC Symposium on System Identification <11, 1997, Kitakyushu, Fukuoka, Japan>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver ; Fischer, (1997):
Fuzzy model identification of a PH process.
In: International ICSC Symposium on Fuzzy Logic and Application <2, 1997, Zürich>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver (1997):
GA-based generation of fuzzy rules.
In: Fuzzy evolutionary computation. Hrsg.: W. Pedrycz. - Dordrecht (u.a.): Kluwer, 1997, Dordrecht (u.a.), Kluwer, [Book Section]

Nelles, Oliver ; Fischer, ; Isermann, Rolf (1997):
Identification of fuzzy models for predictive control of non-linear time-variant processes.
In: Arttificial Intelligence in Real-Time Control: AIRTC'97 <1997, Kuala Lumpur, Malaysia>; Proceedigs, [Conference or Workshop Item]

Nelles, Oliver ; Hecker, ; Isermann, Rolf (1997):
Identifikation nichtlinearer, dynamischer Prozesse mit Takagi-Sugeno Fuzzy-Modellen variabler Struktur.
In: Fuzzy-Neuro-Systeme <4, 1997, Paderborn>: Tagungsbd, [Conference or Workshop Item]

Nelles, Oliver (1997):
LOLIMOT - Lokale, lineare Modelle zur Identifikation nichtlinearer, dynamischer Systeme.
In: Automatisierungstechnik. 45 (1997), Nr. 4, S. 163-174, [Article]

Nelles, Oliver ; Ernst, ; Isermann, Rolf (1997):
Neuronale Netze zur Identifikation nichtlinearer, dynamischer Systeme: ein Überblick.
In: Automatisierungstechnik. 45 (1997), 6, S. 251-262, [Article]

Nelles, Oliver (1997):
Nonlinear system identification with neuro-fuzzy methods.
In: Intelligent hybrid systems. Hrsg.: Da Ruan. - Dordrecht (u.a.): Kluwr, 1997, Dordrecht (u.a.), Kluwer, [Book Section]

Nelles, Oliver (1997):
Orthonormal basis functions for nonlinear system identification with local linear model trees (LOLIMOT).
In: IFAC Symposium on System Identification <11, 1997, Kitakyushu, Fukuoka, Japan>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver (1997):
Strukturoptimierung von Takagi-Sugeno Fuzzy-Modellen.
In: Fuzzy-Control: GMA-UA Workshop <1997, Dortmund>; Tagungsbd, [Conference or Workshop Item]

Nelles, Oliver ; Isermann, Rolf (1996):
Basis function networks for interpolation of local linear models.
In: IEEE Conference on Decision and Control <1996, Kobe, Japan>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver (1996):
FUREGA - Fuzzy rule extraction by a genetic algorithm.
In: European Congress on Intelligent Techniques and Soft Computing: EUFIT <4, 1996, Aachen>: Proceedings. - Aachen, Mainz: Wissenschaftsverl., 1996, Aachen, Mainz: Wissenschaftsverl., 1996, Aachen, Mainz, Wissenschaftsverl, [Conference or Workshop Item]

Nelles, Oliver ; Fischer, M. ; Müller, N. (1996):
Fuzzy rule extraction by a genetic algorithm and constrained nonlinear optimization of membership functions.
In: IEEE International Conference on Fuzzy Systems FUZZIEEE '96 <5, 1996, New Orleans, Louisiana>: Proceedings. Hrsg.: F. E. Petry, [Conference or Workshop Item]

Nelles, Oliver ; Sinsel, S. ; Isermann, Rolf (1996):
Local basic function networks for identification of a turbocharger.
In: IEE UKACC International Conference on Control <1996, Exeter, UK>: Proceedings. - London: Inst. of Electrical Engineers, 1996, London, Inst. of Electrical Engineers, [Conference or Workshop Item]

Nelles, Oliver ; Fischer, M. (1996):
Local linear model trees (LOLIMOT) for nonlinear system identification of a cooling blast.
In: European Congress on Intelligent Techniques and Soft Computing: EUFIT <4, 1996, Aachen>: Proceedings. - Aachen, Mainz: Wissenschaftsverl., 1996, Aachen, Mainz, Wissenschaftsverl, [Conference or Workshop Item]

Nelles, Oliver (1996):
Local linear model trees for on-line identification of time-variant nonlinear dynamic systems.
In: Artificial neural networks: 1996 International Conference Bochum; Proceedings. Hrsg.: C. von der Malsburg (u.a.) - Berlin (u.a.): Springer, 1996, 1112, Berlin (u.a.), Springer, [Conference or Workshop Item]

Nelles, Oliver ; Ernst, S. ; Isermann, Rolf ; Ernst, S. ; Isermann, Rolf (1996):
Neural network models for identification of nonlinear dynamic systems: an overview.
In: European Congress on Intelligent Techniques and Soft Computing EUFIT <4, 1996, Aachen>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver ; Isermann, Rolf (1996):
A new technique for determination of hidden layer parameters in RBF networks.
In: International Federation of Automatic Control: World Congress <13, 1996, San Francisco, USA>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver ; Isermann, Rolf ; Schmidt, (1995):
Identification of nonlinear dynamic systems with radial basis function networks: linear versus nonlinear optimization.
In: European Congress on Intelligent Techniques: EUFIT ' 95 <3, 1995, Aachen>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver ; Isermann, Rolf (1995):
Identification of nonlinear dynamic systems: classical methods versus radial basis function networks.
In: American Control Conference: ACC '95 <1995, Seattle, WA>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver (1995):
On the identification with neural networks as series-parallel and parallel modells.
In: International Conference on Artificial Neural Networks: ICANN '95 <1995, Paris>: Proceedings, [Conference or Workshop Item]

Nelles, Oliver (1995):
Training neuronaler Netze als seriell-parallele oder parallele Modelle zur Identifikation nichtlinearer dynamischer Systeme.
In: GI Workshop Fuzzy-Neuro-Systeme '95: Theorie und Anwendungen <3, 1995, Darmstadt>: Tagungsbd., [Conference or Workshop Item]

Nelles, Oliver ; Isermann, Rolf (1995):
A comparison between RBF networks and classical methods for identification of nonlinear dynamic systems.
In: IFAC Symposium on Adaptive Systems in Control and Signal Processing: ACASP '95 <5, 1995, Budapest, Hungary>: Proceedings, [Conference or Workshop Item]