| Nonlinear System Identification: From Classical Approaches to Neural Networks, Fuzzy Models, and Gaussian Processes O Nelles | 4679* | 2020 |
| Basis function networks for interpolation of local linear models O Nelles, R Isermann Proceedings of 35th IEEE conference on decision and control 1, 470-475, 1996 | 243 | 1996 |
| Fast neural networks for diesel engine control design M Hafner, M Schüler, O Nelles, R Isermann Control Engineering Practice 8 (11), 1211-1221, 2000 | 190 | 2000 |
| Nonlinear system identification with local linear neuro-fuzzy models O Nelles PhD Thesis. TU Darmstadt, 1999 | 164 | 1999 |
| Multi-site damage localization in anisotropic plate-like structures using an active guided wave structural health monitoring system J Moll, RT Schulte, B Hartmann, CP Fritzen, O Nelles Smart materials and structures 19 (4), 045022, 2010 | 160 | 2010 |
| Local linear model trees (LOLIMOT) toolbox for nonlinear system identification O Nelles, A Fink, R Isermann IFAC Proceedings Volumes 33 (15), 845-850, 2000 | 127 | 2000 |
| LOLIMOT-Lokale, lineare Modelle zur Identifikation nichtlinearer, dynamischer Systeme O Nelles at-Automatisierungstechnik 45 (4), 163-174, 1997 | 100 | 1997 |
| Axes-oblique partitioning strategies for local model networks O Nelles 2006 IEEE conference on computer aided control system design, 2006 IEEE …, 2006 | 94 | 2006 |
| Integrated control, diagnosis and reconfiguration of a heat exchanger P Balle, M Fischer, D Fussel, O Nelles, R Isermann IEEE Control Systems Magazine 18 (3), 52-63, 1998 | 90 | 1998 |
| Genetic programming for model selection of TSK-fuzzy systems F Hoffmann, O Nelles Information Sciences 136 (1-4), 7-28, 2001 | 89 | 2001 |
| Adaptive predictive control of a heat exchanger based on a fuzzy model M Fischer, O Nelles, R Isermann Control Engineering Practice 6 (2), 259-269, 1998 | 87 | 1998 |
| Local basis function networks for identification of a turbocharger O Nelles, S Sinsel, R Isermann IET Digital Library, 1996 | 87 | 1996 |
| Orthonormal basis functions for nonlinear system identification with local linear model trees (LOLIMOT) O Nelles IFAC Proceedings Volumes 30 (11), 639-644, 1997 | 85 | 1997 |
| Predictive control based on local linear fuzzy models M Fischer, O Nelles, R Isermann International Journal of Systems Science 29 (7), 679-697, 1998 | 82 | 1998 |
| Local linear model trees for on-line identification of time-variant nonlinear dynamic systems O Nelles Artificial Neural Networks—ICANN 96: 1996 International Conference Bochum …, 1996 | 81 | 1996 |
| Nonlinear system identification by Gustafson–Kessel fuzzy clustering and supervised local model network learning for the drug absorption spectra process L Teslic, B Hartmann, O Nelles, I Skrjanc IEEE Transactions on Neural Networks 22 (12), 1941-1951, 2011 | 69 | 2011 |
| Linear Dynamic System Identification O Nelles, O Nelles Nonlinear System Identification: From Classical Approaches to Neural …, 2020 | 68 | 2020 |
| Supervised hierarchical clustering in fuzzy model identification B Hartmann, O Banfer, O Nelles, A Sodja, L Teslic, I Skrjanc IEEE Transactions on Fuzzy Systems 19 (6), 1163-1176, 2011 | 68 | 2011 |
| Comparison of two construction algorithms for Takagi-Sugeno fuzzy models O Nelles, A Fink, R Babuška, M Setnes Zielona Góra: Uniwersytet Zielonogórski, 2000 | 64 | 2000 |
| Identification of nonlinear dynamic systems classical methods versus radial basis function networks O Nelles, R Isermann Proceedings of 1995 American Control Conference-ACC'95 5, 3786-3790, 1995 | 59 | 1995 |
Julian BelzProfessor Nelles, Universität SiegenVerified email at uni-siegen.de
