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Publikationen

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Belz J, Bamberger K, Nelles O and Carolus T (2018), "Goal-Oriented Active Learning with Local Model Networks", International Journal of Computational Methods and Experimental Measurements. Vol. 6(4), pp. 785-796.
BibTeX:
@article{Belz:2018aa,
  author = {Belz, Julian and Bamberger, Konrad and Nelles, Oliver and Carolus, Thomas},
  title = {Goal-Oriented Active Learning with Local Model Networks},
  journal = {International Journal of Computational Methods and Experimental Measurements},
  year = {2018},
  volume = {6},
  number = {4},
  pages = {785--796}
}
Decker T and Nelles O (2018), "Local Gaussian Process Model Networks", In Proceedings - 28th Workshop Computational Intelligence. Dortmund, Germany, November, 2018. , pp. 235-256.
BibTeX:
@inproceedings{Decker:2018,
  author = {Decker, Tim and Nelles, Oliver},
  title = {Local Gaussian Process Model Networks},
  booktitle = {Proceedings - 28th Workshop Computational Intelligence},
  year = {2018},
  pages = {235-256}
}
Heinz TO and Nelles O (2018), "Excitation signal design for nonlinear dynamic systems with multiple inputs - A data distribution approach", at - Automatisierungstechnik., september, 2018. Vol. 66(9), pp. 714-724.
BibTeX:
@article{heinz2018ExcitationSignalAT,
  author = {Heinz, Tim Oliver and Nelles, Oliver},
  title = {Excitation signal design for nonlinear dynamic systems with multiple inputs - A data distribution approach},
  journal = {at - Automatisierungstechnik},
  year = {2018},
  volume = {66},
  number = {9},
  pages = {714--724}
}
Heinz TO, Münker T and Nelles O (2018), "Identification of Hysteric Behavior Using NOBF Local Model Networks", In Nonlinear System Identification Benchmarks Workshop.
BibTeX:
@inproceedings{heinz2018identification,
  author = {Heinz, Tim Oliver and Münker, Tobias and Nelles, Oliver},
  title = {Identification of Hysteric Behavior Using NOBF Local Model Networks},
  booktitle = {Nonlinear System Identification Benchmarks Workshop},
  year = {2018}
}
Steffen L and Nelles O (2018), "Editorial Isermann's 80. Birthday", at-Automatisierungstechnik., September, 2018. Vol. 66(9), pp. 688-689.
BibTeX:
@article{Leo_Nelles,
  author = {Leonhardt Steffen and Nelles, Oliver},
  title = {Editorial Isermann's 80. Birthday},
  journal = {at-Automatisierungstechnik},
  year = {2018},
  volume = {66},
  number = {9},
  pages = {688--689}
}
Muenker T, Peter T and Nelles O (2018), "Gray-Box Identification with Regularized FIR Models", at-Automatisierungstechnik., September, 2018. Vol. 66(9), pp. 704-713.
BibTeX:
@article{Muenker:at,
  author = {Muenker, Tobias and Peter, Timm and Nelles, Oliver},
  title = {Gray-Box Identification with Regularized FIR Models},
  journal = {at-Automatisierungstechnik},
  year = {2018},
  volume = {66},
  number = {9},
  pages = {704--713}
}
Münker T, Belz J and Nelles O (2018), "Improved Incorporation of Prior Knowledge for Regularized FIR Model Identification", In 2018 Annual American Control Conference (ACC). Milwaukee, WI , pp. 1090-1095.
BibTeX:
@inproceedings{muenker2018_acc,
  author = {Münker, Tobias and Belz, Julian and Nelles, Oliver},
  title = {Improved Incorporation of Prior Knowledge for Regularized FIR Model Identification},
  booktitle = {2018 Annual American Control Conference (ACC)},
  year = {2018},
  pages = {1090--1095}
}
Münker T and Nelles O (2018), "Nonlinear system identification with regularized local FIR model networks", Engineering Applications of Artificial Intelligence. Vol. 67, pp. 345-354. Elsevier.
BibTeX:
@article{munker2018nonlinear,
  author = {Münker, Tobias and Nelles, Oliver},
  title = {Nonlinear system identification with regularized local FIR model networks},
  journal = {Engineering Applications of Artificial Intelligence},
  publisher = {Elsevier},
  year = {2018},
  volume = {67},
  pages = {345--354}
}
Münker T and Nelles O (2018), "Sensitive order selection via identification of regularized FIR models with impulse response preservation", In 2018 IFAC Symposium on System Identification (SYSID). Stockholm, Sweden Vol. 51, pp. 197-202. Elsevier.
BibTeX:
@inproceedings{munker2018sensitive,
  author = {Münker, Tobias and Nelles, Oliver},
  title = {Sensitive order selection via identification of regularized FIR models with impulse response preservation},
  booktitle = {2018 IFAC Symposium on System Identification (SYSID)},
  publisher = {Elsevier},
  year = {2018},
  volume = {51},
  pages = {197--202}
}
Peter T and Nelles O (2018), "Gray-Box Regularized FIR Modeling for Linear System Identification", In Proceedings, 28th Workshop on Computational Intelligence. Dortmund, Germany, November, 2018. , pp. 113–128.
BibTeX:
@inproceedings{Peter:2018,
  author = {Peter, Timm and Nelles, Oliver},
  title = {Gray-Box Regularized FIR Modeling for Linear System Identification},
  booktitle = {Proceedings, 28th Workshop on Computational Intelligence},
  year = {2018},
  pages = {113–128}
}
Belz J, Nelles O, Schwingshackl D, Rehrl J and Horn M (2017), "Order Determination and Input Selection with Local Model Networks", In Proceedings of the 20th IFAC World Congress. Toulouse, France , pp. 7588-7593.
BibTeX:
@conference{Belz:2017aa,
  author = {Belz, Julian and Nelles, Oliver and Schwingshackl, Daniel and Rehrl, Jakob and Horn, Martin},
  title = {Order Determination and Input Selection with Local Model Networks},
  booktitle = {Proceedings of the 20th IFAC World Congress},
  year = {2017},
  pages = {7588--7593}
}
Belz J, Münker T, Heinz TO, Kampmann G and Nelles O (2017), "Automatic Modeling with Local Model Networks for Benchmark Processes", In Proceedings of the 20th IFAC World Congress. Toulouse, France, July, 2017. , pp. 472-477.
BibTeX:
@conference{Belz:2017ab,
  author = {Belz, Julian and Münker, Tobias and Heinz, Tim O. and Kampmann, Geritt and Nelles, Oliver},
  title = {Automatic Modeling with Local Model Networks for Benchmark Processes},
  booktitle = {Proceedings of the 20th IFAC World Congress},
  year = {2017},
  pages = {472--477}
}
Belz J and Nelles O (2017), "Order of Experimentation and Advisability of Corner Measurements", at-Automatisierungstechnik., March, 2017. Vol. 65(3), pp. 156-166.
BibTeX:
@article{Belz:2017ac,
  author = {Belz, Julian and Nelles, Oliver},
  title = {Order of Experimentation and Advisability of Corner Measurements},
  journal = {at-Automatisierungstechnik},
  year = {2017},
  volume = {65},
  number = {3},
  pages = {156--166}
}
Belz J and Nelles O (2017), "Normalized L1 Regularization for Axis-Oblique Tree Construction Algorithms", In IEEE Symposium Series on Computational Intelligence (SSCI). Hawaii, USA , pp. 1-7.
BibTeX:
@inproceedings{Belz:2017ad,
  author = {Belz, Julian and Nelles, Oliver},
  title = {Normalized L1 Regularization for Axis-Oblique Tree Construction Algorithms},
  booktitle = {IEEE Symposium Series on Computational Intelligence (SSCI)},
  year = {2017},
  pages = {1--7}
}
Bergmann L, Rüschen D, Amacher R, Nelles O, Leonhardt S and Walter M (2017), "Arbeitspunktabhängige Durchflussregelung einer rotatorischen Blutpumpe", Forschung im Ingenieurwesen., Oct, 2017.
BibTeX:
@article{Bergmann2017,
  author = {Bergmann, Lukas and Rüschen, Daniel and Amacher, Raffael and Nelles, Oliver and Leonhardt, Steffen and Walter, Marian},
  title = {Arbeitspunktabhängige Durchflussregelung einer rotatorischen Blutpumpe},
  journal = {Forschung im Ingenieurwesen},
  year = {2017},
  url = {https://doi.org/10.1007/s10010-017-0254-9},
  doi = {10.1007/s10010-017-0254-9}
}
Heinz TO, Schillinger M, Hartmann B and Nelles O (2017), "Excitation Signal Design for Nonlinear Dynamic Systems", In International Calibration Conference - Automotive Data Analytics, Methods, DoE., May, 2017. , pp. 191-208. expertVerlag.
BibTeX:
@conference{Heinz2017OMNIPUSiav,
  author = {Heinz, Tim Oliver and Schillinger, Mark and Hartmann, Benjamin and Nelles, Oliver},
  editor = {Röpke, Karsten and Gühmann, Clemens},
  title = {Excitation Signal Design for Nonlinear Dynamic Systems},
  booktitle = {International Calibration Conference - Automotive Data Analytics, Methods, DoE},
  publisher = {expertVerlag},
  year = {2017},
  pages = {191-208}
}
Heinz TO and Nelles O (2017), "Iterative Excitation Signal Design for Nonlinear Dynamic Black-Box Models", Procedia Computer Science. , pp. 1054-1061.
BibTeX:
@article{heinz2017omnipusKES,
  author = {Heinz, Tim Oliver and Nelles, Oliver},
  title = {Iterative Excitation Signal Design for Nonlinear Dynamic Black-Box Models},
  journal = {Procedia Computer Science},
  year = {2017},
  pages = {1054-1061}
}
Heinz TO, Belz J and Nelles O (2017), "Design of Experiments -- Combining Linear and Nonlinear Inputs", In Proceedings 27. Workshop Computational Intelligence., November, 2017. , pp. 211-226. KIT Scientific Publishing.
BibTeX:
@conference{heinz2017xzDoE,
  author = {Heinz, Tim Oliver and Belz, Julian and Nelles, Oliver},
  editor = {Hoffman, F. and Hüllermeier, E. and Mikut, R.},
  title = {Design of Experiments -- Combining Linear and Nonlinear Inputs},
  booktitle = {Proceedings 27. Workshop Computational Intelligence},
  publisher = {KIT Scientific Publishing},
  year = {2017},
  pages = {211-226}
}
Münker T, Heinz TO and Nelles O (2017), "Regularized Local FIR Model Networks for a Bouc-Wen and a Wiener-Hammerstein System", In Workshop on Nonlinear System Identification Benchmarks., April, 2017. , pp. 33.
BibTeX:
@conference{muenker2017BenchmarkBrussels,
  author = {Münker, Tobias and Heinz, Tim O. and Nelles, Oliver},
  title = {Regularized Local FIR Model Networks for a Bouc-Wen and a Wiener-Hammerstein System},
  booktitle = {Workshop on Nonlinear System Identification Benchmarks},
  year = {2017},
  pages = {33}
}
Münker T, Heinz TO and Nelles O (2017), "Hierarchical model predictive control for Local Model Networks", In American Control Conference (ACC), 2017. , pp. 5026-5031.
BibTeX:
@inproceedings{munker2017hierarchical,
  author = {Münker, Tobias and Heinz, Tim O. and Nelles, Oliver},
  title = {Hierarchical model predictive control for Local Model Networks},
  booktitle = {American Control Conference (ACC), 2017},
  year = {2017},
  pages = {5026--5031}
}
Rothe S, Wirtz SF, Kampmann G, Nelles O and Söffker D (2017), "Ensure the reliability of damage detection in composites by fusion of differently classified Acoustic Emission measurements", In International Workshop on Structural Health Monitoring. Stanford, USA, September, 2017. , pp. 1380-1387.
BibTeX:
@inproceedings{Rothe:2017vf,
  author = {Rothe, Sandra and Wirtz, Sebastian Felix and Kampmann, Geritt and Nelles, Oliver and Söffker, Dirk},
  title = {Ensure the reliability of damage detection in composites by fusion of differently classified Acoustic Emission measurements},
  booktitle = {International Workshop on Structural Health Monitoring},
  year = {2017},
  pages = {1380--1387}
}
Schillinger M, Hartmann B, Skalecki P, Meister M, Nguyen-Tuong D and Nelles O (2017), "Safe Active Learning and Safe Bayesian Optimization for Tuning a PI-Controller", In IFAC World Congress.
BibTeX:
@inproceedings{schillinger17,
  author = {Mark Schillinger and Benjamin Hartmann and Patric Skalecki and Mona Meister and Duy Nguyen-Tuong and Oliver Nelles},
  title = {Safe Active Learning and Safe Bayesian Optimization for Tuning a PI-Controller},
  booktitle = {IFAC World Congress},
  year = {2017}
}
Schwingshackl D, Rehrl J, Horn M, Belz J and Nelles O (2017), "Model Extension for Model Based MIMO Control in HVAC Systems", Journal of Building Engineering. Vol. 11, pp. 224-229.
BibTeX:
@article{Schwingshackl:2017aa,
  author = {Schwingshackl, Daniel and Rehrl, Jakob and Horn, Martin and Belz, Julian and Nelles, Oliver},
  title = {Model Extension for Model Based MIMO Control in HVAC Systems},
  journal = {Journal of Building Engineering},
  year = {2017},
  volume = {11},
  pages = {224--229}
}
Bamberger K, Belz J, Carolus T and Nelles O (2016), "Aerodynamic Optimization of Centrifugal Fans Using CFD-Trained Meta-Models", In 16th International Symposium on Transport Phenomena and Dynamics of Rotating Machinery (ISROMAC). Hawaii, USA, April, 2016.
BibTeX:
@inproceedings{Bamberger:2016aa,
  author = {Bamberger, Konrad and Belz, Julian and Carolus, Thomas and Nelles, Oliver},
  title = {Aerodynamic Optimization of Centrifugal Fans Using CFD-Trained Meta-Models},
  booktitle = {16th International Symposium on Transport Phenomena and Dynamics of Rotating Machinery (ISROMAC)},
  year = {2016}
}
Belz J, Bamberger K and Nelles O (2016), "Order of Experimentation for Metamodeling Tasks", In International Joint Conference on Neural Networks (IJCNN). Vancouver, Canada, July, 2016. , pp. 4843-4849.
BibTeX:
@inproceedings{Belz:2016aa,
  author = {Belz, Julian and Bamberger, Konrad and Nelles, Oliver},
  title = {Order of Experimentation for Metamodeling Tasks},
  booktitle = {International Joint Conference on Neural Networks (IJCNN)},
  year = {2016},
  pages = {4843--4849}
}
Belz J, Heinz TO and Nelles O (2016), "Automated Order Determination Strategies for Nonlinear Dynamic Models", In IEEE Symposium Series on Computational Intelligence (SSCI). Athens, Greece, December, 2016.
BibTeX:
@inproceedings{Belz:2016ac,
  author = {Belz, Julian and Heinz, Tim Oliver and Nelles, Oliver},
  title = {Automated Order Determination Strategies for Nonlinear Dynamic Models},
  booktitle = {IEEE Symposium Series on Computational Intelligence (SSCI)},
  year = {2016}
}
Heinz TO and Nelles O (2016), "Efficient Pole Optimization of Nonlinear Laguerre Filter Models", In Computational Intelligence, 2015 IEEE Symposium Series on.
BibTeX:
@conference{Heinz2016Pole,
  author = {Heinz, Tim Oliver and Nelles, Oliver},
  title = {Efficient Pole Optimization of Nonlinear Laguerre Filter Models},
  booktitle = {Computational Intelligence, 2015 IEEE Symposium Series on},
  year = {2016}
}
Heinz TO and Nelles O (2016), "Vergleich von Anregungssignalen für Nichtlineare Identifikationsaufgaben", In Proceedings 26. Workshop Computational Intelligence., November, 2016. , pp. 139-158. KIT Scientific Publishing.
BibTeX:
@conference{heinz2016sinAPRBS,
  author = {Heinz, Tim Oliver and Nelles, Oliver},
  editor = {Hoffman, F. and Hüllermeier, E. and Mikut, R.},
  title = {Vergleich von Anregungssignalen für Nichtlineare Identifikationsaufgaben},
  booktitle = {Proceedings 26. Workshop Computational Intelligence},
  publisher = {KIT Scientific Publishing},
  year = {2016},
  pages = {139-158}
}
Jung H, Münker T, Kampmann G, Rave K, Fritzen C-P and Nelles O (2016), "A Novel Full Scale Roller Rig Test Bench for SHM Concepts of Railway Vehicles", In 8th European Workshop On Structural Health Monitoring (EWSHM).
BibTeX:
@inproceedings{Jung:2016,
  author = {Jung, Henning and Münker, Tobias and Kampmann, Geritt and Rave, Kevin and Fritzen, Claus-Peter and Nelles, Oliver},
  title = {A Novel Full Scale Roller Rig Test Bench for SHM Concepts of Railway Vehicles},
  booktitle = {8th European Workshop On Structural Health Monitoring (EWSHM)},
  year = {2016}
}
Münker T and Nelles O (2016), "Nonlinear System Identification with Regularized Local FIR Model Networks", In 4th IFAC International Conference on Intelligent Control and Automation Science. Reims, France
BibTeX:
@inproceedings{Munker:2016,
  author = {Münker, Tobias AND Nelles, Oliver},
  title = {Nonlinear System Identification with Regularized Local FIR Model Networks},
  booktitle = {4th IFAC International Conference on Intelligent Control and Automation Science},
  year = {2016}
}
Münker T and Nelles O (2016), "Local model network with regularized MISO finite impulse response models", In Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. , pp. 1-8.
BibTeX:
@inproceedings{munker2016local,
  author = {Münker, Tobias and Nelles, Oliver},
  title = {Local model network with regularized MISO finite impulse response models},
  booktitle = {Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on},
  year = {2016},
  pages = {1--8}
}
Schillinger M, Ortelt B, Hartmann B, Schreiter J, Meister M and Duy Nguyen-Tuong ON (2016), "Safe Active Learning of a High Pressure Fuel Supply System", In 9th EUROSIM Congress on Modelling and Simulation., September, 2016.
BibTeX:
@inproceedings{schillinger16,
  author = {Mark Schillinger and Benedikt Ortelt and Benjamin Hartmann and Jens Schreiter and Mona Meister and Duy Nguyen-Tuong, Oliver Nelles},
  title = {Safe Active Learning of a High Pressure Fuel Supply System},
  booktitle = {9th EUROSIM Congress on Modelling and Simulation},
  year = {2016}
}
Belz J and Nelles O (2015), "Proposal for a Function Generator and Extrapolation Analysis", In Innovations in Intelligent Systems and Applications (INISTA), 2015 International Symposium on. Madrid, Spain, September, 2015. , pp. 1-6.
BibTeX:
@inproceedings{Belz:2015aa,
  author = {Belz, J. and Nelles, O.},
  title = {Proposal for a Function Generator and Extrapolation Analysis},
  booktitle = {Innovations in Intelligent Systems and Applications (INISTA), 2015 International Symposium on},
  year = {2015},
  pages = {1--6}
}
Belz J and Nelles O (2015), "Function Generator Application: Shall Corners be Measured?", In Proceedings 25. Workshop Computational Intelligence, Dortmund., November, 2015.
BibTeX:
@inproceedings{Belz:2015ab,
  author = {Belz, Julian and Nelles, Oliver},
  title = {Function Generator Application: Shall Corners be Measured?},
  booktitle = {Proceedings 25. Workshop Computational Intelligence, Dortmund},
  year = {2015}
}
Ebert T, Fischer T, Belz J, Heinz T, Kampmann G and Nelles O (2015), "Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs", In 2015 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Computational Intelligence in Control and Automation (2015 IEEE CICA). Cape Town, South Africa, December, 2015.
BibTeX:
@inproceedings{ebert2015extended,
  author = {T. Ebert and T. Fischer and J. Belz and T. Heinz and G. Kampmann and O. Nelles},
  title = {Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs},
  booktitle = {2015 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Computational Intelligence in Control and Automation (2015 IEEE CICA)},
  year = {2015}
}
Heinz T and Nelles O (2015), "Interpretation and Analysis of Input Selection Approaches in Distance Space", In IEEE Symposium Series On Computational Intelligence. Cape Town, South Africa, December, 2015.
BibTeX:
@inproceedings{Heinz:2015LH,
  author = {Heinz, T.O. and Nelles, O.},
  title = {Interpretation and Analysis of Input Selection Approaches in Distance Space},
  booktitle = {IEEE Symposium Series On Computational Intelligence},
  year = {2015}
}
Horwath M, Belz J, Nelles O, Schmidt J and Idelberger H (2015), "Detection of purposeful design parameters using neural networks in the early product development of vehicle body components", NAFEMS Seminar on Optimization and Robust Design, Wiesbaden., March, 2015. , pp. 129-141.
BibTeX:
@article{Horwath:2015aa,
  author = {Horwath, M. and Belz, J. and Nelles, O. and Schmidt, J. and Idelberger, H.},
  title = {Detection of purposeful design parameters using neural networks in the early product development of vehicle body components},
  journal = {NAFEMS Seminar on Optimization and Robust Design, Wiesbaden},
  year = {2015},
  pages = {129-141}
}
Horwath M, Belz J, Schmidt J, Nelles O and Idelberger H (2015), "Detektion zielführender Konstruktionsparameter mittels neuronaler Netze in der frühzeitigen Produktentwicklung von Fahrzeugkarosseriebauteilen", http://www.nafems.org/publications/magazin/ [2015-12-18].. Thesis at: National Agency for Finite Element Methods and Standards (NAFEMS)., December, 2015. (36, pp. 56-70)
BibTeX:
@techreport{Horwath:2015ab,
  author = {Horwath, Michael and Belz, Julian and Schmidt, Jana and Nelles, Oliver and Idelberger, Horst},
  title = {Detektion zielführender Konstruktionsparameter mittels neuronaler Netze in der frühzeitigen Produktentwicklung von Fahrzeugkarosseriebauteilen},
  school = {National Agency for Finite Element Methods and Standards (NAFEMS)},
  year = {2015},
  number = {36, pp. 56--70}
}
Belz J and Nelles O (2014), "Input Selection Using Local Model Network Trees", In 19th IFAC World Congress. Capetown, South Africa, August, 2014. , pp. 4128-4133.
BibTeX:
@inproceedings{Belz:2014aa,
  author = {Belz, J. and Nelles, O.},
  title = {Input Selection Using Local Model Network Trees},
  booktitle = {19th IFAC World Congress},
  year = {2014},
  pages = {4128-4133}
}
Ebert T, Belz J and Nelles O (2014), "Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls", In Computational Intelligence and Data Mining (CIDM), 2014 IEEE Symposium on. , pp. 310-314.
BibTeX:
@inproceedings{ebert2014interpolation,
  author = {Ebert, T. and Belz, J. and Nelles, O.},
  title = {Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls},
  booktitle = {Computational Intelligence and Data Mining (CIDM), 2014 IEEE Symposium on},
  year = {2014},
  pages = {310--314}
}
Hartmann B and Nelles O (2014), "Identifikation mit achsenschrägen, lokal polynomialen Modellnetzen", at-Automatisierungstechnik. Vol. 62(6), pp. 394-407.
BibTeX:
@article{hartmann2014identifikation,
  author = {Hartmann, B. and Nelles, O.},
  title = {Identifikation mit achsenschrägen, lokal polynomialen Modellnetzen},
  journal = {at-Automatisierungstechnik},
  year = {2014},
  volume = {62},
  number = {6},
  pages = {394--407}
}
Kampmann G and Nelles O (2014), "One-Class LS-SVM with Zero Leave-One-Out Error", In IEEE Symposium Series On Computational Intelligence. Orlando, Florida, USA, December, 2014. , pp. 1-6.
BibTeX:
@inproceedings{Kampmann:2014tl,
  author = {Kampmann, G. and Nelles, O.},
  title = {One-Class LS-SVM with Zero Leave-One-Out Error},
  booktitle = {IEEE Symposium Series On Computational Intelligence},
  year = {2014},
  pages = {1--6}
}
Belz J and Nelles O (2013), "Input Selection Using Local Model Network Trees", In 23. Workshop Computational Intelligence. Dortmund, Germany, December, 2013.
BibTeX:
@inproceedings{Belz_GMA_13,
  author = {J. Belz and O. Nelles},
  title = {Input Selection Using Local Model Network Trees},
  booktitle = {23. Workshop Computational Intelligence},
  year = {2013}
}
Hartmann B, Baumann W and Nelles O (2013), "Axes-Oblique Partitioning of Local Model Networks for Engine Calibration", Design of Experiments (DoE) in Engine Development. Berlin, Germany , pp. 92-106. Expert Verlag.
BibTeX:
@inproceedings{hartmann2013hilomot,
  author = {Hartmann, B. and Baumann, W. and Nelles, O.},
  title = {Axes-Oblique Partitioning of Local Model Networks for Engine Calibration},
  journal = {Design of Experiments (DoE) in Engine Development},
  publisher = {Expert Verlag},
  year = {2013},
  pages = {92-106}
}
Hartmann B and Nelles O (2013), "Adaptive Test Planning for the Calibration of Combustion Engines -- Methodology", Design of Experiments (DoE) in Engine Development. Berlin, Germany , pp. 1-16. Expert Verlag.
BibTeX:
@inproceedings{hartmann2013hilomotDoE,
  author = {Hartmann, B. and Nelles, O.},
  title = {Adaptive Test Planning for the Calibration of Combustion Engines -- Methodology},
  journal = {Design of Experiments (DoE) in Engine Development},
  publisher = {Expert Verlag},
  year = {2013},
  pages = {1-16}
}
Klein P, Kirschbaum F, Hartmann B, Bogachik J and Nelles O (2013), "Adaptive Test Planning for the Calibration of Combustion Engines -- Application", Design of Experiments (DoE) in Engine Development. Berlin, Germany , pp. 17-30. Expert Verlag.
BibTeX:
@inproceedings{klein2013hilomotDoE,
  author = {Klein, P. and Kirschbaum, F. and Hartmann, B. and Bogachik, J. and Nelles, O.},
  title = {Adaptive Test Planning for the Calibration of Combustion Engines -- Application},
  journal = {Design of Experiments (DoE) in Engine Development},
  publisher = {Expert Verlag},
  year = {2013},
  pages = {17-30}
}
Fischer T, Hartmann B and Nelles O (2012), "Increasing the Performance of a Training Algorithm for Local Model Networks", In World Congress of Engineering and Computer Science (WCECS). San Francisco, USA, October, 2012. , pp. 1104-1109.
BibTeX:
@inproceedings{Fischer_Nelles_WCECS_12,
  author = {T. Fischer and B. Hartmann and O. Nelles},
  title = {Increasing the Performance of a Training Algorithm for Local Model Networks},
  booktitle = {World Congress of Engineering and Computer Science (WCECS)},
  year = {2012},
  pages = {1104-1109}
}
Hartmann B and Nelles O (2012), "Structure trade-off strategy for local model networks", In Control Applications (CCA), 2012 IEEE International Conference on. , pp. 451-456.
BibTeX:
@inproceedings{Hartmann_CCA_2012,
  author = {Hartmann, Benjamin and Nelles, Oliver},
  title = {Structure trade-off strategy for local model networks},
  booktitle = {Control Applications (CCA), 2012 IEEE International Conference on},
  year = {2012},
  pages = {451--456}
}
Hartmann B, Ebert T, Fischer T, Belz J, Kampmann G and Nelles O (2012), "LMNTOOL --- Toolbox zum automatischen Trainieren lokaler Modellnetze", In 22. Workshop Computational Intelligence. Dortmund, Germany, December, 2012. , pp. 87-100.
BibTeX:
@inproceedings{Hartmann_GMA_12,
  author = {B. Hartmann and T. Ebert and T. Fischer and J. Belz and G. Kampmann and O. Nelles},
  title = {LMNTOOL --- Toolbox zum automatischen Trainieren lokaler Modellnetze},
  booktitle = {22. Workshop Computational Intelligence},
  year = {2012},
  pages = {87--100}
}
Kampmann G, Kieft N and Nelles O (2012), "Support Vector Machines for Design Space Exploration", In World Congress of Engineering and Computer Science (WCECS). San Francisco, USA, October, 2012. , pp. 1116-1121.
BibTeX:
@inproceedings{Kampmann_WCECS_12,
  author = {G. Kampmann and N. Kieft and O. Nelles},
  title = {Support Vector Machines for Design Space Exploration},
  booktitle = {World Congress of Engineering and Computer Science (WCECS)},
  year = {2012},
  pages = {1116-1121}
}
Hoffmann F, Mikut R, Kroll A, Reischl M, Nelles O, Schulte H and Bertram T (2012), "Computational Intellgence : State-of-the-Art Methoden und Benchmarkprobleme", In 22. Workshop Computational Intelligence. Dortmund, Germany, December, 2012. Vol. 22, pp. 1-42.
BibTeX:
@inproceedings{Nelles_GMA_12,
  author = {F. Hoffmann and R. Mikut and A. Kroll and M. Reischl and O. Nelles and H. Schulte and T. Bertram},
  title = {Computational Intellgence : State-of-the-Art Methoden und Benchmarkprobleme},
  booktitle = {22. Workshop Computational Intelligence},
  year = {2012},
  volume = {22},
  pages = {1--42}
}
Bänfer O, Kampmann G and Nelles O (2011), "Multi-Step-Ahead Optimal Learning Strategy for Local Model Networks with Higher Degree Polynomials", In American Control Conference (ACC). San Francisco, USA, June, 2011.
BibTeX:
@inproceedings{Baenfer_Nelles_ACC_11,
  author = {O. Bänfer and G. Kampmann and O. Nelles},
  title = {Multi-Step-Ahead Optimal Learning Strategy for Local Model Networks with Higher Degree Polynomials},
  booktitle = {American Control Conference (ACC)},
  year = {2011}
}
Bänfer O, Hartmann B and Nelles O (2011), "POLYMOT versus HILOMOT -- A Comparison of Two Different Training Algorithms for Local Model Networks", In IEEE Conference on Decision and Control and European Control Conference. Orlando, USA, December, 2011.
BibTeX:
@inproceedings{Baenfer_Nelles_CDC_11,
  author = {O. Bänfer and B. Hartmann and O. Nelles},
  title = {POLYMOT versus HILOMOT -- A Comparison of Two Different Training Algorithms for Local Model Networks},
  booktitle = {IEEE Conference on Decision and Control and European Control Conference},
  year = {2011}
}
Ebert T, Kampmann G and Nelles O (2011), "Reliable nearest neighbors for lazy learning", In American Control Conference (ACC), 2011., 29 2011-july 1, 2011. , pp. 3041 -3046.
BibTeX:
@inproceedings{Ebert_ACC,
  author = {Ebert, T. and Kampmann, G. and Nelles, O.},
  title = {Reliable nearest neighbors for lazy learning},
  booktitle = {American Control Conference (ACC), 2011},
  year = {2011},
  pages = {3041 -3046}
}
Golub M, Moll J, Ebert T, Glushkov E, Glushkova N, Fritzen C-P and Nelles O (2011), "Experimentally Based Modeling of Non-Axisymmetric Lamb Wave Propagation from Circular PZTs", In 5th ECCOMAS Thematic Conference on Smart Structures and Materials. , pp. 486-492.
BibTeX:
@inproceedings{golub2011experimentally,
  author = {Golub, M.V. and Moll, J. and Ebert, T. and Glushkov, E.V. and Glushkova, N.V. and Fritzen, C.-P. and Nelles, O.},
  title = {Experimentally Based Modeling of Non-Axisymmetric Lamb Wave Propagation from Circular PZTs},
  booktitle = {5th ECCOMAS Thematic Conference on Smart Structures and Materials},
  year = {2011},
  pages = {486--492}
}
Hartmann B, Ebert T and Nelles O (2011), "Model-based design of experiments based on local model networks for nonlinear processes with low noise levels", In American Control Conference (ACC), 2011., 29 2011-july 1, 2011. , pp. 5306 -5311.
BibTeX:
@inproceedings{Hartmann:2011aa,
  author = {Hartmann, Benjamin and Ebert, Tobias and Nelles, Oliver},
  title = {Model-based design of experiments based on local model networks for nonlinear processes with low noise levels},
  booktitle = {American Control Conference (ACC), 2011},
  year = {2011},
  pages = {5306 -5311}
}
Hartmann B, Moll J, Nelles O and Fritzen C (2011), "Hierarchical local model trees for design of experiments in the framework of ultrasonic structural health monitoring", In Control Applications (CCA), 2011 IEEE International Conference on. , pp. 1163-1170.
BibTeX:
@inproceedings{hartmann2011hierarchical,
  author = {Hartmann, B. and Moll, J. and Nelles, O. and Fritzen, C.P.},
  title = {Hierarchical local model trees for design of experiments in the framework of ultrasonic structural health monitoring},
  booktitle = {Control Applications (CCA), 2011 IEEE International Conference on},
  year = {2011},
  pages = {1163--1170}
}
Hartmann B, Bänfer O, Nelles O, Sodja A, Teslic L and Škrjanc I (2011), "Supervised Hierarchical Clustering in Fuzzy Model Identification", IEEE Transactions on Fuzzy Systems. Vol. 19(6), pp. 1163-1176.
BibTeX:
@article{hartmann2011supervised,
  author = {Hartmann, B. and Bänfer, O. and Nelles, O. and Sodja, A. and Teslic, L. and Škrjanc, I.},
  title = {Supervised Hierarchical Clustering in Fuzzy Model Identification},
  journal = {IEEE Transactions on Fuzzy Systems},
  year = {2011},
  volume = {19},
  number = {6},
  pages = {1163--1176}
}
und O. Bänfer und O. Nelles und H. Idelberger TM (2011), "Virtuelle Versuchstechniken zur Simulation von Betriebsfestigkeitsversuchen unter Anwendung von Neuro-Fuzzy-Methoden", NAFEMS Mag., Juli, 2011. , pp. 58-70.
BibTeX:
@article{Minor_NAFEMS_Mag,
  author = {T. Minor und O. Bänfer und O. Nelles und H. Idelberger},
  title = {Virtuelle Versuchstechniken zur Simulation von Betriebsfestigkeitsversuchen unter Anwendung von Neuro-Fuzzy-Methoden},
  journal = {NAFEMS Mag},
  year = {2011},
  pages = {58--70}
}
Teslic L, Hartmann B, Nelles O and Škrjanc I (2011), "Nonlinear System Identification by Gustafson--Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process", Neural Networks, IEEE Transactions on. Vol. 22(12), pp. 1941-1951. IEEE.
BibTeX:
@article{teslic2011nonlinear,
  author = {Teslic, L. and Hartmann, B. and Nelles, O. and Škrjanc, I.},
  title = {Nonlinear System Identification by Gustafson--Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process},
  journal = {Neural Networks, IEEE Transactions on},
  publisher = {IEEE},
  year = {2011},
  volume = {22},
  number = {12},
  pages = {1941--1951}
}
Bänfer O, Hartmann B and Nelles O (2010), "Comparison of Different Subset Selection Algorithms for Learning Local Model Networks with Higher Degree Polynomials", In IEEE International Conference on Control, Automation, Robotics and Vision (ICARCV). Singapore, Dec., 2010.
BibTeX:
@inproceedings{Baenfer_ICARCV_10,
  author = {O. Bänfer and B. Hartmann and O. Nelles},
  title = {Comparison of Different Subset Selection Algorithms for Learning Local Model Networks with Higher Degree Polynomials},
  booktitle = {IEEE International Conference on Control, Automation, Robotics and Vision (ICARCV)},
  year = {2010}
}
Bänfer O, Franke M and Nelles O (2010), "Adaptive Local Model Networks with Higher Degree Polynomials", In IEEE International Conference on Control, Automation and Systems (ICCAS). Gyeonggi-do, Korea, Oct., 2010.
BibTeX:
@inproceedings{Baenfer_ICCAS_10,
  author = {O. Bänfer and M. Franke and O. Nelles},
  title = {Adaptive Local Model Networks with Higher Degree Polynomials},
  booktitle = {IEEE International Conference on Control, Automation and Systems (ICCAS)},
  year = {2010}
}
Hartmann B, Moll J, Nelles O and Fritzen C-P (2010), "Modeling of Nonlinear Wave Velocity Characteristics in a Structural Health Monitoring System", In IEEE International Conference on Control Applications (CCA). Yokohama, Japan, September, 2010.
BibTeX:
@inproceedings{Hartmann_CCA_2010,
  author = {B. Hartmann and J. Moll and O. Nelles and C.-P. Fritzen},
  title = {Modeling of Nonlinear Wave Velocity Characteristics in a Structural Health Monitoring System},
  booktitle = {IEEE International Conference on Control Applications (CCA)},
  year = {2010}
}
Hartmann B and Nelles O (2010), "Approximative Tikhonov Regularization for Smoothing Hierarchical Local Model Networks", In WASET International Conference on Fuzzy Systems and Neural Computing (ICFSNC). Bali, Indonesien, July, 2010.
BibTeX:
@inproceedings{Hartmann_WASET_2010,
  author = {B. Hartmann and O. Nelles},
  title = {Approximative Tikhonov Regularization for Smoothing Hierarchical Local Model Networks},
  booktitle = {WASET International Conference on Fuzzy Systems and Neural Computing (ICFSNC)},
  year = {2010}
}
und O. Bänfer und O. Nelles und H. Idelberger TM (2010), "Virtual Test Methods to Simulate Variable-Amplitude Fatigue Tests using Local Model Networks", In NAFEMS Seminar: Simulation-based Fatigue and Lifetime Predictions. Wiesbaden, Germany, Nov., 2010.
BibTeX:
@inproceedings{Minor_NAFEMS,
  author = {T. Minor und O. Bänfer und O. Nelles und H. Idelberger},
  title = {Virtual Test Methods to Simulate Variable-Amplitude Fatigue Tests using Local Model Networks},
  booktitle = {NAFEMS Seminar: Simulation-based Fatigue and Lifetime Predictions},
  year = {2010}
}
Sauermann R, Boja D, Kirschbaum F and Nelles O (2010), "Particle Swarm Optimization for Automotive Model-Based Calibration", In Advances in Automotive Control. , pp. 733-738.
BibTeX:
@inproceedings{sauermann2010particle,
  author = {Sauermann, Ralf and Boja, Dankmar and Kirschbaum, Frank and Nelles, Oliver},
  title = {Particle Swarm Optimization for Automotive Model-Based Calibration},
  booktitle = {Advances in Automotive Control},
  year = {2010},
  pages = {733--738}
}
Moll J, Schulte R, Hartmann B, Fritzen C and Nelles O (2010), "Multi-site damage localization in anisotropic plate-like structures using an active guided wave structural health monitoring system", Smart materials and structures. Vol. 19(4), pp. 045022. IOP Publishing.
BibTeX:
@article{Schulte_Hartmann,
  author = {Moll, J. and Schulte, RT and Hartmann, B. and Fritzen, CP and Nelles, O.},
  title = {Multi-site damage localization in anisotropic plate-like structures using an active guided wave structural health monitoring system},
  journal = {Smart materials and structures},
  publisher = {IOP Publishing},
  year = {2010},
  volume = {19},
  number = {4},
  pages = {045022}
}
Ebert T, Bänfer O and Nelles O (2010), "Multilayer Perceptron Network with Modified Sigmoid Activation Functions", In Artificial Intelligence and Computational Intelligence. Vol. 6319, pp. 414-421. Springer Berlin / Heidelberg.
BibTeX:
@incollection{springerlink:10.1007/978-3-642-16530-6_49,
  author = {Ebert, Tobias and Bänfer, Oliver and Nelles, Oliver},
  editor = {Wang, Fu and Deng, Hepu and Gao, Yang and Lei, Jingsheng},
  title = {Multilayer Perceptron Network with Modified Sigmoid Activation Functions},
  booktitle = {Artificial Intelligence and Computational Intelligence},
  publisher = {Springer Berlin / Heidelberg},
  year = {2010},
  volume = {6319},
  pages = {414-421},
  url = {http://dx.doi.org/10.1007/978-3-642-16530-6_49}
}
Weymann H, Dinkelacker F and Nelles O (2010), "Neural Mathematical Model for the Determination of the Combustion Pressure Profile / Neuronales Berechnungsmodell zur Bestimmung des Brennraumdruckverlaufs", MTZ., 12, 2010. , pp. 32-39.
BibTeX:
@article{Weymann_MTZ,
  author = {Hardy Weymann and Friedrich Dinkelacker and Oliver Nelles},
  title = {Neural Mathematical Model for the Determination of the Combustion Pressure Profile / Neuronales Berechnungsmodell zur Bestimmung des Brennraumdruckverlaufs},
  journal = {MTZ},
  year = {2010},
  pages = {32-39}
}
Bänfer O, Nelles O, Kainz J and Beer J (2009), "Local Model Networks with Modified Parabolic Membership Functions", In IEEE International Conference on Artificial Intelligence and Computational Intelligence (AICI). Shanghai, China, Nov., 2009. , pp. 179-183.
BibTeX:
@inproceedings{Baenfer_AICI_09,
  author = {O. Bänfer and O. Nelles and J. Kainz and J. Beer},
  title = {Local Model Networks with Modified Parabolic Membership Functions},
  booktitle = {IEEE International Conference on Artificial Intelligence and Computational Intelligence (AICI)},
  year = {2009},
  pages = {179--183}
}
Bänfer O and Nelles O (2009), "Polynomial Model Tree (POLYMOT) - A New Training Algorithm for Local Model Networks with Higher Degree Polynomials", In IEEE International Conference on Control and Automation (ICCA). Christchurch, New Zealand, Dec., 2009. , pp. 1571-1576.
BibTeX:
@inproceedings{Baenfer_ICCA_09,
  author = {O. Bänfer and O. Nelles},
  title = {Polynomial Model Tree (POLYMOT) - A New Training Algorithm for Local Model Networks with Higher Degree Polynomials},
  booktitle = {IEEE International Conference on Control and Automation (ICCA)},
  year = {2009},
  pages = {1571--1576}
}
Bänfer O and Nelles O (2009), "Learning Strategies for Local Model Networks with Higher Degree Polynomials", In IFAC International Conference on Intelligent Control Systems and Signal Processing (ICONS). Istanbul, Turkey, Sept., 2009.
BibTeX:
@inproceedings{Baenfer_ICONS_09,
  author = {O. Bänfer and O. Nelles},
  title = {Learning Strategies for Local Model Networks with Higher Degree Polynomials},
  booktitle = {IFAC International Conference on Intelligent Control Systems and Signal Processing (ICONS)},
  year = {2009}
}
Boja D, Kirschbaum F, Sauermann R and Nelles O (2009), "Identification of Nonlinear Hysteretic Engine Boost Pressure Characteristics Using Preisach Representations", In System Identification. Vol. 15(1), pp. 1405-1410.
BibTeX:
@inproceedings{boja2009identification,
  author = {Boja, Dankmar and Kirschbaum, Frank and Sauermann, Ralf and Nelles, Oliver},
  title = {Identification of Nonlinear Hysteretic Engine Boost Pressure Characteristics Using Preisach Representations},
  booktitle = {System Identification},
  year = {2009},
  volume = {15},
  number = {1},
  pages = {1405--1410}
}
Nelles O (2009), "Identifikation mit lokalen Modellen basierend auf achsenschrägen Unterteilungen des Eingangsraums". Thesis at: Universität Siegen, Fachbereich Maschinenbau, Institut für Mechanik und Regelungstechnik -- Mechatronik. ((NE 656/3-2))
BibTeX:
@techreport{DFGAntrag2009,
  author = {O. Nelles},
  title = {Identifikation mit lokalen Modellen basierend auf achsenschrägen Unterteilungen des Eingangsraums},
  school = {Universität Siegen, Fachbereich Maschinenbau, Institut für Mechanik und Regelungstechnik -- Mechatronik},
  year = {2009},
  number = {(NE 656/3-2)}
}
Hartmann B and Nelles O (2009), "On the Smoothness in Local Model Networks", In American Control Conference (ACC). St. Louis, USA, June, 2009.
BibTeX:
@inproceedings{Hartmann_ACC_2009,
  author = {B. Hartmann and O. Nelles},
  title = {On the Smoothness in Local Model Networks},
  booktitle = {American Control Conference (ACC)},
  year = {2009}
}
Hartmann B, Nelles O, Škrjanc I and Sodja A (2009), "Supervised Hierarchical Clustering (SUHICLUST) for Nonlinear System Identification", In IEEE Symposium on Computational Intelligence in Control and Automation (CICA). Nashville, USA, March, 2009.
BibTeX:
@inproceedings{Hartmann_CICA_2009,
  author = {B. Hartmann and O. Nelles and I. Škrjanc and A. Sodja},
  title = {Supervised Hierarchical Clustering (SUHICLUST) for Nonlinear System Identification},
  booktitle = {IEEE Symposium on Computational Intelligence in Control and Automation (CICA)},
  year = {2009}
}
Hartmann B and Nelles O (2009), "Automatic Adjustment of the Transition between Local Models in a Hierarchical Structure Identification Algorithm", In European Control Conference (ECC). Budapest, Hungary, August, 2009.
BibTeX:
@inproceedings{Hartmann_ECC_2009,
  author = {B. Hartmann and O. Nelles},
  title = {Automatic Adjustment of the Transition between Local Models in a Hierarchical Structure Identification Algorithm},
  booktitle = {European Control Conference (ECC)},
  year = {2009}
}
Hartmann B, Nelles O, Škrjanc I and Sodja A (2009), "Global Supervised and Local Unsupervised Learning in Local Model Networks", In IFAC Symposium on System Identification (SYSID). Saint-Malo, France, July, 2009.
BibTeX:
@inproceedings{Hartmann_SYSID_2009,
  author = {B. Hartmann and O. Nelles and I. Škrjanc and A. Sodja},
  title = {Global Supervised and Local Unsupervised Learning in Local Model Networks},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {2009}
}
Hartmann B and Nelles O (2009), "Advantages of Hierarchical versus Flat Model Structures for High--Dimensional Mappings", In Workshop Computational Intelligence. Bommerholz, Germany, Dec., 2009.
BibTeX:
@inproceedings{Hartmann_WCI_2009,
  author = {B. Hartmann and O. Nelles},
  title = {Advantages of Hierarchical versus Flat Model Structures for High--Dimensional Mappings},
  booktitle = {Workshop Computational Intelligence},
  year = {2009}
}
Kainz J, Beer J, Bänfer O and Nelles O (2009), "Application of a Local Model Network in an Engine Management System to Model Valve Train Variability", In Variable Valve Control. Essen, Germany, March, 2009.
BibTeX:
@inproceedings{Kainz_VVC_09,
  author = {J. Kainz and J. Beer and O. Bänfer and O. Nelles},
  title = {Application of a Local Model Network in an Engine Management System to Model Valve Train Variability},
  booktitle = {Variable Valve Control},
  year = {2009}
}
Uzun H and Nelles O (2009), "Erweiterung des Erfahrungsschatzes zur Auswahl zielführender Versuchspläne und Modelle durch Simulation", In 3. Internationalen Symposiums für Entwicklungsmethodik. Graz, Austria, Nov., 2009.
BibTeX:
@inproceedings{Uzun_Nelles_AVL_09,
  author = {H. Uzun and O. Nelles},
  title = {Erweiterung des Erfahrungsschatzes zur Auswahl zielführender Versuchspläne und Modelle durch Simulation},
  booktitle = {3. Internationalen Symposiums für Entwicklungsmethodik},
  year = {2009}
}
Uzun H and Nelles O (2009), "Developing a new procedure for the determination of target-aimed mathematical models", In 5. Conf. of Design of Experiments (DoE) in Engine Development. Berlin, Germnay, Aug., 2009.
BibTeX:
@inproceedings{Uzun_Nelles_IAV_09,
  author = {H. Uzun and O. Nelles},
  title = {Developing a new procedure for the determination of target-aimed mathematical models},
  booktitle = {5. Conf. of Design of Experiments (DoE) in Engine Development},
  year = {2009}
}
Bänfer O, Nelles O, Kainz J and Beer J (2008), "Local Model Networks - The Prospective Method for Modeling in Electronic Control Units?", ATZelektronik., Nov., 2008. Vol. 3(6), pp. 36-39.
BibTeX:
@article{Baenfer_Nelles_ATZe_08,
  author = {O. Bänfer and O. Nelles and J. Kainz and J. Beer},
  title = {Local Model Networks - The Prospective Method for Modeling in Electronic Control Units?},
  journal = {ATZelektronik},
  year = {2008},
  volume = {3},
  number = {6},
  pages = {36--39}
}
Hoffmann M, Schmidt C, Becker R, Buchtala B and Nelles O (2008), "Model Based Determination of Hydraulic Drive Requirements for Driving Dynamics Control", In 6. Fluid Power Conference. Dresden, Germany, March, 2008.
BibTeX:
@inproceedings{Hoffmann_Nelles_07,
  author = {M. Hoffmann and C. Schmidt and R. Becker and B. Buchtala and O. Nelles},
  title = {Model Based Determination of Hydraulic Drive Requirements for Driving Dynamics Control},
  booktitle = {6. Fluid Power Conference},
  year = {2008}
}
Bänfer O and Nelles O (2007), "Lokale Neuro-Fuzzy-Netze für Mikrocontroller in Festkomma-Arithmetik", In 41. Regelungstechnisches Kolloquium. Boppard, Germany, Feb., 2007.
BibTeX:
@inproceedings{Baenfer_Nelles_07,
  author = {O. Bänfer and O. Nelles},
  title = {Lokale Neuro-Fuzzy-Netze für Mikrocontroller in Festkomma-Arithmetik},
  booktitle = {41. Regelungstechnisches Kolloquium},
  year = {2007}
}
Bänfer O, Nelles O, Kainz J and Beer J (2006), "Realisierung eines künstlichen neuronalen Netzes auf einem Mikrocontroller in Festkomma-Arithmetik", In 16. Workshop Computational Intelligence. Dortmund, Germany, Nov., 2006.
BibTeX:
@inproceedings{Baenfer_Nelles_06,
  author = {O. Bänfer and O. Nelles and J. Kainz and J. Beer},
  title = {Realisierung eines künstlichen neuronalen Netzes auf einem Mikrocontroller in Festkomma-Arithmetik},
  booktitle = {16. Workshop Computational Intelligence},
  year = {2006}
}
Nelles O (2006), "Identifikation mit lokalen Modellen basierend auf achsenschrägen Unterteilungen des Eingangsraums". Thesis at: Universität Siegen, Fachbereich Maschinenbau, Institut für Mechanik und Regelungstechnik -- Mechatronik. ((NE 656/3-1))
BibTeX:
@techreport{DFGAntrag2006,
  author = {O. Nelles},
  title = {Identifikation mit lokalen Modellen basierend auf achsenschrägen Unterteilungen des Eingangsraums},
  school = {Universität Siegen, Fachbereich Maschinenbau, Institut für Mechanik und Regelungstechnik -- Mechatronik},
  year = {2006},
  number = {(NE 656/3-1)}
}
Nelles O (2006), "Axes-Oblique Partitioning Strategies for Local Model Networks", In IEEE International Symposium on Intelligent Control. Munich, Germany, Oct., 2006. , pp. 2378-2383.
BibTeX:
@inproceedings{Nelles_IEEE_06,
  author = {O. Nelles},
  title = {Axes-Oblique Partitioning Strategies for Local Model Networks},
  booktitle = {IEEE International Symposium on Intelligent Control},
  year = {2006},
  pages = {2378--2383}
}
Nelles O (2006), "Neuronale Netze: Eine Übersicht", In VDI/VDE-GMA-Tagung Informations-fusion in der Mess- und Sensortechnik. Eisenach, Germany, June, 2006.
BibTeX:
@inproceedings{Nelles_VDI_06,
  author = {O. Nelles},
  title = {Neuronale Netze: Eine Übersicht},
  booktitle = {VDI/VDE-GMA-Tagung Informations-fusion in der Mess- und Sensortechnik},
  year = {2006}
}
Marechal T, Nelles O and Lohrenz F (2004), "Intelligent Shift Strategies for Automatic Transmissions", In Innovations pour Transmissions Automobiles, Car Training Institute (CTI). Paris, France, Sept., 2004.
BibTeX:
@inproceedings{Marechal_Nelles_04,
  author = {T. Marechal and O. Nelles and F. Lohrenz},
  title = {Intelligent Shift Strategies for Automatic Transmissions},
  booktitle = {Innovations pour Transmissions Automobiles, Car Training Institute (CTI)},
  year = {2004}
}
Nelles O (2003), "IntelligenTip: A Learning Shift Strategy for Automated Transmissions", In SAE World Congress. Detroit, USA, March, 2003.
BibTeX:
@inproceedings{Nelles_SAE_03,
  author = {O. Nelles},
  title = {IntelligenTip: A Learning Shift Strategy for Automated Transmissions},
  booktitle = {SAE World Congress},
  year = {2003}
}
Nelles O (2003), "Lernfähige Fuzzy-basierte Fahrstrategie für automatische Getriebe", In Modellgestützte Steuerung, Regelung und Diagnose von Verbrennungsmotoren. , pp. 233-250. Springer.
BibTeX:
@incollection{Nelles_Springer_03,
  author = {O. Nelles},
  editor = {R. Isermann},
  title = {Lernfähige Fuzzy-basierte Fahrstrategie für automatische Getriebe},
  booktitle = {Modellgestützte Steuerung, Regelung und Diagnose von Verbrennungsmotoren},
  publisher = {Springer},
  year = {2003},
  pages = {233--250}
}
Töpfer S and Nelles O (2003), "Polynommodelle, Kennfelder und neuronale Netze", In Modellgestützte Steuerung, Regelung und Diagnose von Verbrennungsmotoren. , pp. 103-120. Springer.
BibTeX:
@incollection{Toepfer_Nelles_03,
  author = {S. Töpfer and O. Nelles},
  editor = {R. Isermann},
  title = {Polynommodelle, Kennfelder und neuronale Netze},
  booktitle = {Modellgestützte Steuerung, Regelung und Diagnose von Verbrennungsmotoren},
  publisher = {Springer},
  year = {2003},
  pages = {103--120}
}
Fink A and Nelles O (2002), "Nonlinear Internal Model Control for MISO Systems Based on Local Linear Neuro-Fuzzy Models", In 15th IFAC World Congress. Barcelona, Spain, July, 2002.
BibTeX:
@inproceedings{Fink_Nelles_02,
  author = {A. Fink and O. Nelles},
  title = {Nonlinear Internal Model Control for MISO Systems Based on Local Linear Neuro-Fuzzy Models},
  booktitle = {15th IFAC World Congress},
  year = {2002}
}
Nelles O (2002), "Lernfähige Fuzzy-basierte Fahrstrategie für automatische Getriebe", In Haus der Technik Tagung: Modellgestützte Steuerung, Regelung und Diagnose von Verbrennungsmotoren. Darmstadt, Germany, June, 2002.
BibTeX:
@inproceedings{Nelles_HDT_02,
  author = {O. Nelles},
  title = {Lernfähige Fuzzy-basierte Fahrstrategie für automatische Getriebe},
  booktitle = {Haus der Technik Tagung: Modellgestützte Steuerung, Regelung und Diagnose von Verbrennungsmotoren},
  year = {2002}
}
Nelles O (2002), "Die lernende Fahrstrategie IntelligenTip", In IIR Getriebeelektronik. Mannheim, Germany, May, 2002.
BibTeX:
@inproceedings{Nelles_IIR_02,
  author = {O. Nelles},
  title = {Die lernende Fahrstrategie IntelligenTip},
  booktitle = {IIR Getriebeelektronik},
  year = {2002}
}
Nelles O and Probst G (2002), "Drivetrain Control with ISG: Influence on Driveability, Comfort, Performance, and Fuel Consumption", In 14. Internationale AVL Tagung Motor & Umwelt. Graz, Austria, Sept., 2002.
BibTeX:
@inproceedings{Nelles_Probst_02,
  author = {O. Nelles and G. Probst},
  title = {Drivetrain Control with ISG: Influence on Driveability, Comfort, Performance, and Fuel Consumption},
  booktitle = {14. Internationale AVL Tagung Motor & Umwelt},
  year = {2002}
}
Fink A, Nelles O, Fischer M and Isermann R (2001), "Non-linear Adaptive Control of a Heat Exchanger", International Journal of Adaptive Control and Signal Processing. Vol. 15(8), pp. 883-906.
BibTeX:
@article{Fink_Nelles_01,
  author = {A. Fink and O. Nelles and M. Fischer and R. Isermann},
  title = {Non-linear Adaptive Control of a Heat Exchanger},
  journal = {International Journal of Adaptive Control and Signal Processing},
  year = {2001},
  volume = {15},
  number = {8},
  pages = {883--906}
}
Fink A and Nelles O (2001), "Nonlinear Internal Model Control Based on Local Linear Neural Networks", In IEEE Conference on Systems, Man, and Cybernetics. Tuscon, USA, Oct., 2001. , pp. 350-364.
BibTeX:
@inproceedings{Fink_Nelles_SMC_01,
  author = {A. Fink and O. Nelles},
  title = {Nonlinear Internal Model Control Based on Local Linear Neural Networks},
  booktitle = {IEEE Conference on Systems, Man, and Cybernetics},
  year = {2001},
  pages = {350--364}
}
Hoffmann F and Nelles O (2001), "Genetic Programming for Model Selection of TSK Fuzzy Systems", International Journal of Information Sciences. Vol. 136, pp. 7-28.
BibTeX:
@article{Hoffmann_Nelles_01,
  author = {F. Hoffmann and O. Nelles},
  title = {Genetic Programming for Model Selection of TSK Fuzzy Systems},
  journal = {International Journal of Information Sciences},
  year = {2001},
  volume = {136},
  pages = {7--28}
}
Nelles O (2001), "Nonlinear System Identification" Berlin, Germany Springer.
BibTeX:
@book{Nelles_Book,
  author = {O. Nelles},
  title = {Nonlinear System Identification},
  publisher = {Springer},
  year = {2001}
}
Sheng Y, Nelles O and Tomizuka M (2001), "Intelligent Modeling of Drilling Process: A Knowledge-based Neural Strategy with Fuzzy Switches", In ASME International Mechanical Engineering Congress and Exposition. New York, USA, Nov., 2001.
BibTeX:
@inproceedings{Sheng_Nelles_01,
  author = {Y. Sheng and O. Nelles and M. Tomizuka},
  title = {Intelligent Modeling of Drilling Process: A Knowledge-based Neural Strategy with Fuzzy Switches},
  booktitle = {ASME International Mechanical Engineering Congress and Exposition},
  year = {2001}
}
Fink A, Fischer M and Nelles O (2000), "Supervision of Nonlinear Adaptive Controllers Based on Fuzzy Models", Control Engineering Practice (CEP). Vol. 8(10), pp. 1093-1105.
BibTeX:
@article{Fink_Nelles_CEP_00,
  author = {A. Fink and M. Fischer and O. Nelles},
  title = {Supervision of Nonlinear Adaptive Controllers Based on Fuzzy Models},
  journal = {Control Engineering Practice (CEP)},
  year = {2000},
  volume = {8},
  number = {10},
  pages = {1093--1105}
}
Fischer M, Nelles O and Isermann R (2000), "Knowledge-Based Adaptation of Neuro-fuzzy Models in Predictive Control of a Heat Exchanger", In Soft Computing and Intelligent Systems: Theory and Practice. Academic Press.
BibTeX:
@incollection{Fischer_Nelles_Sinha_00,
  author = {M. Fischer and O. Nelles and R. Isermann},
  editor = {Sinha and Gupta},
  title = {Knowledge-Based Adaptation of Neuro-fuzzy Models in Predictive Control of a Heat Exchanger},
  booktitle = {Soft Computing and Intelligent Systems: Theory and Practice},
  publisher = {Academic Press},
  year = {2000}
}
Füssel D and Nelles O (2000), "Takagi-Sugeno Fuzzy-Systeme als lokale Polynomklassifikatoren", In GMA-Kongress Computational Intelligence. Baden-Baden, Germany , pp. 350-364.
BibTeX:
@inproceedings{Fuessel_Nelles_GMA_00,
  author = {D. Füssel and O. Nelles},
  title = {Takagi-Sugeno Fuzzy-Systeme als lokale Polynomklassifikatoren},
  booktitle = {GMA-Kongress Computational Intelligence},
  year = {2000},
  pages = {350--364}
}
Hafner M, Schüler M, Nelles O and Isermann R (2000), "Fast Neural Networks for Diesel Engine Control Design", Control Engineering Practice (CEP). Vol. 8(11), pp. 1211-1221.
BibTeX:
@article{Hafner_Nelles_CEP_00,
  author = {M. Hafner and M. Schüler and O. Nelles and R. Isermann},
  title = {Fast Neural Networks for Diesel Engine Control Design},
  journal = {Control Engineering Practice (CEP)},
  year = {2000},
  volume = {8},
  number = {11},
  pages = {1211--1221}
}
Hoffmann F and Nelles O (2000), "Structure Identification of TSK Fuzzy Systems Using Genetic Programming", In Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU). Madrid, Spain, July, 2000.
BibTeX:
@inproceedings{Hoffmann_Nelles_IPMU_00,
  author = {F. Hoffmann and O. Nelles},
  title = {Structure Identification of TSK Fuzzy Systems Using Genetic Programming},
  booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU)},
  year = {2000}
}
Nelles O, Fink A, Babuška R and Setnes M (2000), "Comparison of Two Construction Algorithms for Takagi-Sugeno Fuzzy Models", International Journal of Applied Mathematics and Computer Science. Vol. 10(4), pp. 835-855.
BibTeX:
@article{Nelles_Babuska_00,
  author = {O. Nelles and A. Fink and R. Babuška and M. Setnes},
  title = {Comparison of Two Construction Algorithms for Takagi-Sugeno Fuzzy Models},
  journal = {International Journal of Applied Mathematics and Computer Science},
  year = {2000},
  volume = {10},
  number = {4},
  pages = {835--855}
}
Nelles O and Fink A (2000), "Tool zur Optimierung von Rasterkennfeldern", Automatisierungstechnische Praxis (atp)., May, 2000. Vol. 42(5), pp. 58-66.
BibTeX:
@article{Nelles_Fink_ATP_00,
  author = {O. Nelles and A. Fink},
  title = {Tool zur Optimierung von Rasterkennfeldern},
  journal = {Automatisierungstechnische Praxis (atp)},
  year = {2000},
  volume = {42},
  number = {5},
  pages = {58--66}
}
Nelles O, Fink A and Isermann R (2000), "Local Orthonormal Basis Function Networks", In IEE UKACC International Conference on Control. Cambridge, UK, Sept., 2000.
BibTeX:
@inproceedings{Nelles_Fink_IEE_00,
  author = {O. Nelles and A. Fink and R. Isermann},
  title = {Local Orthonormal Basis Function Networks},
  booktitle = {IEE UKACC International Conference on Control},
  year = {2000}
}
Nelles O, Fink A and Isermann R (2000), "Local Linear Model Trees (LOLIMOT) Toolbox for Nonlinear System Identification", In IFAC Symposium on System Identification (SYSID). Santa Barbara, USA, June, 2000.
BibTeX:
@inproceedings{Nelles_Fink_SYSID_00,
  author = {O. Nelles and A. Fink and R. Isermann},
  title = {Local Linear Model Trees (LOLIMOT) Toolbox for Nonlinear System Identification},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {2000}
}
Nelles O and Fink A (2000), "Grid-Based Look-Up Table Optimization Toolbox", In IFAC Symposium on System Identification (SYSID). Santa Barbara, USA, June, 2000.
BibTeX:
@inproceedings{Nelles_Fink_SYSID_00b,
  author = {O. Nelles and A. Fink},
  title = {Grid-Based Look-Up Table Optimization Toolbox},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {2000}
}
Nelles O and Tomizuka M (2000), "On the Dynamics of Local Linear Model Networks with Orthonormal Basis Functions", In IFAC Symposium on System Identification (SYSID). Santa Barbara, USA, June, 2000.
BibTeX:
@inproceedings{Nelles_Tomizuka_SYSID_00,
  author = {O. Nelles and M. Tomizuka},
  title = {On the Dynamics of Local Linear Model Networks with Orthonormal Basis Functions},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {2000}
}
Schaffnit J, Nelles O, Isermann R and Schmid W (2000), "Local Linear Model Tree (LOLIMOT) for Nonlinear System Identification of a Turbocharger with Variable Turbine Geometry (VTG)", In IFAC Symposium on System Identification (SYSID). Santa Barbara, USA, June, 2000.
BibTeX:
@inproceedings{Schaffnit_Nelles_SYSID_00,
  author = {Jochen Schaffnit and O. Nelles and Rolf Isermann and Wolfram Schmid},
  title = {Local Linear Model Tree (LOLIMOT) for Nonlinear System Identification of a Turbocharger with Variable Turbine Geometry (VTG)},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {2000}
}
Töpfer S, Nelles O and Isermann R (2000), "Comparison of a Hierarchically Constructed Neural Network and a Hierarchical Look-up Table", In IFAC Symposium on System Identification (SYSID). Santa Barbara, USA, June, 2000.
BibTeX:
@inproceedings{Toepfer_Nelles_SYSID_00,
  author = {S. Töpfer and O. Nelles and R. Isermann},
  title = {Comparison of a Hierarchically Constructed Neural Network and a Hierarchical Look-up Table},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {2000}
}
Fink A, Fischer M and Nelles O (1999), "Supervison of Nonlinear Adaptive Controllers Based on Fuzzy Models", In IFAC World Congress. Beijing, China, July, 1999. Vol. Q, pp. 335-340.
BibTeX:
@inproceedings{Fink_Fischer_Nelles_IFAC_99,
  author = {A. Fink and M. Fischer and O. Nelles},
  title = {Supervison of Nonlinear Adaptive Controllers Based on Fuzzy Models},
  booktitle = {IFAC World Congress},
  year = {1999},
  volume = {Q},
  pages = {335--340}
}
Fink A, Nelles O and Fischer M (1999), "Linearization Based and Local Model Based Controller Design", In European Control Conference (ECC). Karlsruhe, Germany, Sept., 1999.
BibTeX:
@inproceedings{Fink_Nelles_ECC_99,
  author = {A. Fink and O. Nelles and M. Fischer},
  title = {Linearization Based and Local Model Based Controller Design},
  booktitle = {European Control Conference (ECC)},
  year = {1999}
}
Hafner M, Schüler M and Nelles O (1999), "Dynamical Identification and Control of Combustion Engine Exhaust", In American Control Conference (ACC). San Diego, USA, June, 1999. , pp. 222-226.
BibTeX:
@inproceedings{Hafner_Schueler_Nelles_ACC_99,
  author = {M. Hafner and M. Schüler and O. Nelles},
  title = {Dynamical Identification and Control of Combustion Engine Exhaust},
  booktitle = {American Control Conference (ACC)},
  year = {1999},
  pages = {222--226}
}
Halfmann C, Nelles O and Holzmann H (1999), "Semi-Physical Modeling of the Vertical Vehicle Dynamics", In American Control Conference (ACC). San Diego, USA, June, 1999. , pp. 1707-1711.
BibTeX:
@inproceedings{Halfmann_Nelles_ACC_99,
  author = {C. Halfmann and O. Nelles and H. Holzmann},
  title = {Semi-Physical Modeling of the Vertical Vehicle Dynamics},
  booktitle = {American Control Conference (ACC)},
  year = {1999},
  pages = {1707--1711}
}
Halfmann C, Nelles O and Holzmann H (1999), "Identification of the Vehicle Suspension Characteristics using Local Linear Model Trees", In IEEE Conference on Control Applications (CCA). Kohala Coast, USA, Aug., 1999. , pp. 991-996.
BibTeX:
@inproceedings{Halfmann_Nelles_CCA_99,
  author = {C. Halfmann and O. Nelles and H. Holzmann},
  title = {Identification of the Vehicle Suspension Characteristics using Local Linear Model Trees},
  booktitle = {IEEE Conference on Control Applications (CCA)},
  year = {1999},
  pages = {991--996}
}
Holzmann H, Nelles O, Halfmann C and Isermann R (1999), "Vehicle Dynamics Simulation Based on Hybrid Modeling", In IEEE/ASME Conference on Advanced Intelligent Mechatronics. Atlanta, USA, Sept., 1999. , pp. 19-23.
BibTeX:
@inproceedings{Holzmann_Nelles_ASME_99,
  author = {H. Holzmann and O. Nelles and C. Halfmann and R. Isermann},
  title = {Vehicle Dynamics Simulation Based on Hybrid Modeling},
  booktitle = {IEEE/ASME Conference on Advanced Intelligent Mechatronics},
  year = {1999},
  pages = {19--23}
}
Müller N and Nelles O (1999), "Closed-Loop Ignition Control Using On-line Learning of Locally-Tuned Radial Basis Function Networks", In American Control Conference (ACC). San Diego, USA, June, 1999. , pp. 1356-1360.
BibTeX:
@inproceedings{Mueller_Nelles_ACC_99,
  author = {N. Müller and O. Nelles},
  title = {Closed-Loop Ignition Control Using On-line Learning of Locally-Tuned Radial Basis Function Networks},
  booktitle = {American Control Conference (ACC)},
  year = {1999},
  pages = {1356--1360}
}
Nelles O (1999), "Nonlinear System Identification with Local Linear Neuro-Fuzzy Models" Aachen, Germany Shaker Verlag.
BibTeX:
@book{Nelles_Diss,
  author = {O. Nelles},
  title = {Nonlinear System Identification with Local Linear Neuro-Fuzzy Models},
  publisher = {Shaker Verlag},
  year = {1999}
}
Nelles O, Fink A, Babuška R and Setnes M (1999), "Comparison of Two Construction Algorithms for Takagi-Sugeno Fuzzy Models", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1999.
BibTeX:
@inproceedings{Nelles_EUFIT_99,
  author = {O. Nelles and A. Fink and R. Babuška and M. Setnes},
  title = {Comparison of Two Construction Algorithms for Takagi-Sugeno Fuzzy Models},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1999}
}
Nelles O and Fischer M (1999), "Lokale Linearisierung von Fuzzy-Modellen", Automatisierungstechnik (at)., May, 1999. Vol. 47(5), pp. 217-223.
BibTeX:
@article{Nelles_Fischer_AT_99,
  author = {O. Nelles and M. Fischer},
  title = {Lokale Linearisierung von Fuzzy-Modellen},
  journal = {Automatisierungstechnik (at)},
  year = {1999},
  volume = {47},
  number = {5},
  pages = {217--223}
}
Schwarz R, Nelles O and Isermann R (1999), "Verbesserung der Signalgenauigkeit von Raddrehzahlsensoren mittels Online-Kompensation der Impulsradfehler", Automatisierungstechnische Praxis (atp)., March, 1999. Vol. 41(3), pp. 35-42.
BibTeX:
@article{Schwarz_Nelles_ATP_99,
  author = {R. Schwarz and O. Nelles and R. Isermann},
  title = {Verbesserung der Signalgenauigkeit von Raddrehzahlsensoren mittels Online-Kompensation der Impulsradfehler},
  journal = {Automatisierungstechnische Praxis (atp)},
  year = {1999},
  volume = {41},
  number = {3},
  pages = {35--42}
}
Schwarz R, Nelles O, Isermann R and Scheerer P (1999), "Verfahren zum Ausgleich von Abweichungen eines Raddrehzahlsensors", Patent DE 197 21 488 A1.
BibTeX:
@article{Schwarz_Nelles_Patent,
  author = {R. Schwarz and O. Nelles and R. Isermann and P. Scheerer},
  title = {Verfahren zum Ausgleich von Abweichungen eines Raddrehzahlsensors},
  journal = {Patent DE 197 21 488 A1},
  year = {1999}
}
Ballé P, Fischer M, Füssel D, Nelles O and Isermann R (1998), "Integrated Control, Diagnosis, and Reconfiguration of a Heat Exchanger", IEEE Control Systems Magazine., June, 1998. Vol. 18(3), pp. 52-63.
BibTeX:
@article{Balle_Nelles_IEEE_98,
  author = {P. Ballé and M. Fischer and D. Füssel and O. Nelles and R. Isermann},
  title = {Integrated Control, Diagnosis, and Reconfiguration of a Heat Exchanger},
  journal = {IEEE Control Systems Magazine},
  year = {1998},
  volume = {18},
  number = {3},
  pages = {52--63}
}
Fischer M, Nelles O and Fink A (1998), "Adaptive Fuzzy Model-Based Control", Journal A. Vol. 39(3), pp. 22-28.
BibTeX:
@article{Fischer_Nelles_A_98,
  author = {M. Fischer and O. Nelles and A. Fink},
  title = {Adaptive Fuzzy Model-Based Control},
  journal = {Journal A},
  year = {1998},
  volume = {39},
  number = {3},
  pages = {22--28}
}
Fischer M, Nelles O and Isermann R (1998), "Adaptive Predictive Control of a Heat Exchanger Based on a Fuzzy Model", Control Engineering Practice (CEP)., June, 1998. Vol. 6(6), pp. 259-269.
BibTeX:
@article{Fischer_Nelles_CEP_98,
  author = {M. Fischer and O. Nelles and R. Isermann},
  title = {Adaptive Predictive Control of a Heat Exchanger Based on a Fuzzy Model},
  journal = {Control Engineering Practice (CEP)},
  year = {1998},
  volume = {6},
  number = {6},
  pages = {259--269}
}
Fischer M, Nelles O and Fink A (1998), "Predictive Control Based on Local Linear Fuzzy Models", International Journal of Systems Science. Vol. 28(7), pp. 679-697.
BibTeX:
@article{Fischer_Nelles_IJSS_98,
  author = {M. Fischer and O. Nelles and A. Fink},
  title = {Predictive Control Based on Local Linear Fuzzy Models},
  journal = {International Journal of Systems Science},
  year = {1998},
  volume = {28},
  number = {7},
  pages = {679--697}
}
Hafner M, Schüler M and Nelles O (1998), "Neural Net Models for Diesel Engines -- Simulation and Exhaust Optimization", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1998. Vol. 1, pp. 215-219.
BibTeX:
@inproceedings{Hafner_Schueler_Nelles_EUFIT_98,
  author = {M. Hafner and M. Schüler and O. Nelles},
  title = {Neural Net Models for Diesel Engines -- Simulation and Exhaust Optimization},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1998},
  volume = {1},
  pages = {215--219}
}
Nelles O, Ernst S, Ayoubi M, Schumann A and Lachmann K-H (1998), "Identifikation mit einem Hammersteinmodell und neuronalen Netzen am Beispiel eines Abgasturboladers", Automatisierungstechnik (at)., Sept., 1998. Vol. 46(9), pp. 411-419.
BibTeX:
@article{Nelles_Ernst_AT_98,
  author = {O. Nelles and S. Ernst and M. Ayoubi and A. Schumann and K.-H. Lachmann},
  title = {Identifikation mit einem Hammersteinmodell und neuronalen Netzen am Beispiel eines Abgasturboladers},
  journal = {Automatisierungstechnik (at)},
  year = {1998},
  volume = {46},
  number = {9},
  pages = {411--419}
}
Nelles O and Ullrich T (1998), "Comparison of Input Space Decompositions for Local Model Networks", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1998. Vol. 1, pp. 654-658.
BibTeX:
@inproceedings{Nelles_EUFIT_98,
  author = {O. Nelles and T. Ullrich},
  title = {Comparison of Input Space Decompositions for Local Model Networks},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1998},
  volume = {1},
  pages = {654--658}
}
Nelles O, Hecker O and Isermann R (1998), "Automatische Strukturselektion für Fuzzy-Modelle zur Identifikation nichtlinearer, dynamischer Prozesse", Automatisierungstechnik (at)., June, 1998. Vol. 46(6), pp. 302-312.
BibTeX:
@article{Nelles_Hecker_AT_98,
  author = {O. Nelles and O. Hecker and R. Isermann},
  title = {Automatische Strukturselektion für Fuzzy-Modelle zur Identifikation nichtlinearer, dynamischer Prozesse},
  journal = {Automatisierungstechnik (at)},
  year = {1998},
  volume = {46},
  number = {6},
  pages = {302--312}
}
Nelles O (1998), "Structure Optimization of Takagi-Sugeno Fuzzy Models", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), Special Issue on Applications of New Functional Principles of Fuzzy Systems and Neural Networks within Computational Intelligence. Vol. 5(2), pp. 161-170.
BibTeX:
@article{Nelles_IJUFKS_98,
  author = {O. Nelles},
  title = {Structure Optimization of Takagi-Sugeno Fuzzy Models},
  journal = {International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), Special Issue on Applications of New Functional Principles of Fuzzy Systems and Neural Networks within Computational Intelligence},
  year = {1998},
  volume = {5},
  number = {2},
  pages = {161--170}
}
Nelles O, Füssel D, Ballé P and Isermann R (1998), "Model-based Fault Detection and Diagnosis Part B: Applications", In International Conference on Probability, Safety, Assessment, and Management. New York, USA, Sept., 1998. Vol. 3, pp. 1875-1880.
BibTeX:
@inproceedings{Nelles_PSAM_98,
  author = {O. Nelles and D. Füssel and P. Ballé and R. Isermann},
  title = {Model-based Fault Detection and Diagnosis Part B: Applications},
  booktitle = {International Conference on Probability, Safety, Assessment, and Management},
  year = {1998},
  volume = {3},
  pages = {1875--1880}
}
Schmidt M and Nelles O (1998), "Filtering and Deriving Signals Using Neural Networks", In American Control Conference (ACC). Philadelphia, USA, June, 1998. , pp. 2730-2731.
BibTeX:
@inproceedings{Schmidt_Nelles_ACC_98,
  author = {M. Schmidt and O. Nelles},
  title = {Filtering and Deriving Signals Using Neural Networks},
  booktitle = {American Control Conference (ACC)},
  year = {1998},
  pages = {2730--2731}
}
Ballé P and Nelles O (1997), "Fault Detection for a Heat Exchanger Based on a Bank of Local Linear Fuzzy Models of Subprocesses", In IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC). Kuala Lumpur, Malaysia, Sept., 1997. , pp. 606-613.
BibTeX:
@inproceedings{Balle_Nelles_AIRTC_97,
  author = {P. Ballé and O. Nelles},
  title = {Fault Detection for a Heat Exchanger Based on a Bank of Local Linear Fuzzy Models of Subprocesses},
  booktitle = {IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC)},
  year = {1997},
  pages = {606--613}
}
Ballé P, Nelles O and Füssel D (1997), "Fault Detection on Nonlinear Processes Based on Local Linear Fuzzy Models in Parallel- and Series-Parallel Mode", In IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS). Kingston upon Hull, UK, Aug., 1997. , pp. 1138-1143.
BibTeX:
@inproceedings{Balle_Nelles_SAFE_97,
  author = {P. Ballé and O. Nelles and D. Füssel},
  title = {Fault Detection on Nonlinear Processes Based on Local Linear Fuzzy Models in Parallel- and Series-Parallel Mode},
  booktitle = {IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)},
  year = {1997},
  pages = {1138--1143}
}
Fischer M, Nelles O and Isermann R (1997), "Fuzzy Model-Based Predictive Control of a Heat Exchanger", In IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC). Kuala Lumpur, Malaysia, Sept., 1997. , pp. 463-468.
BibTeX:
@inproceedings{Fischer_Nelles_control_AIRTC_97,
  author = {M. Fischer and O. Nelles and R. Isermann},
  title = {Fuzzy Model-Based Predictive Control of a Heat Exchanger},
  booktitle = {IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC)},
  year = {1997},
  pages = {463--468}
}
Fischer M and Nelles O (1997), "Fuzzy Model-Based Predictive Control of Nonlinear Processes with Fast Dynamics", In International ICSC Symposium on Fuzzy Logic and Applications. Zürich, Switzerland, Feb., 1997. , pp. 57-63.
BibTeX:
@inproceedings{Fischer_Nelles_ICSC_97,
  author = {M. Fischer and O. Nelles},
  title = {Fuzzy Model-Based Predictive Control of Nonlinear Processes with Fast Dynamics},
  booktitle = {International ICSC Symposium on Fuzzy Logic and Applications},
  year = {1997},
  pages = {57--63}
}
Fischer M, Nelles O and Isermann R (1997), "Exploiting Prior Knowledge in Fuzzy Model Identification of a Heat Exchanger", In IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC). Kuala Lumpur, Malaysia, Sept., 1997. , pp. 445-450.
BibTeX:
@inproceedings{Fischer_Nelles_prior_AIRTC_97,
  author = {M. Fischer and O. Nelles and R. Isermann},
  title = {Exploiting Prior Knowledge in Fuzzy Model Identification of a Heat Exchanger},
  booktitle = {IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC)},
  year = {1997},
  pages = {445--450}
}
Fischer M, Nelles O and Isermann R (1997), "Adaptive Predictive Control Based on Local Linear Fuzzy Models", In IFAC Symposium on System Identification (SYSID). Kitakyushu, Fukuoka, Japan, July, 1997. , pp. 859-864.
BibTeX:
@inproceedings{Fischer_Nelles_SYSID_97,
  author = {M. Fischer and O. Nelles and R. Isermann},
  title = {Adaptive Predictive Control Based on Local Linear Fuzzy Models},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {1997},
  pages = {859--864}
}
Hecker O, Nelles O and Isermann R (1997), "Nonlinear System Identification and Predictive Control of a Heat Exchanger Based on Local Linear Model Trees", In American Control Conference (ACC). Albuquerque, USA, June, 1997. , pp. 3294-3299.
BibTeX:
@inproceedings{Hecker_Nelles_ACC_97,
  author = {O. Hecker and O. Nelles and R. Isermann},
  title = {Nonlinear System Identification and Predictive Control of a Heat Exchanger Based on Local Linear Model Trees},
  booktitle = {American Control Conference (ACC)},
  year = {1997},
  pages = {3294--3299}
}
Isermann R, Ernst S and Nelles O (1997), "Identification with Dynamic Neural Networks -- Architectures, Comparisons, Applications --, Plenary", In IFAC Symposium on System Identification (SYSID). Kitakyushu, Fukuoka, Japan, July, 1997. , pp. 997-1022.
BibTeX:
@inproceedings{Isermann_Ernst_Nelles_SYSID_97,
  author = {R. Isermann and S. Ernst and O. Nelles},
  title = {Identification with Dynamic Neural Networks -- Architectures, Comparisons, Applications --, Plenary},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {1997},
  pages = {997--1022}
}
Nelles O, Fischer M and Isermann R (1997), "Identification of Fuzzy Models for Predictive Control of Nonlinear Time-Variant Processes", In IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC). Kuala Lumpur, Malaysia, Sept., 1997. , pp. 457-462.
BibTeX:
@inproceedings{Nelles_AIRTC_97,
  author = {O. Nelles and M. Fischer and R. Isermann},
  title = {Identification of Fuzzy Models for Predictive Control of Nonlinear Time-Variant Processes},
  booktitle = {IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC)},
  year = {1997},
  pages = {457--462}
}
Nelles O (1997), "LOLIMOT -- Lokale, lineare Modelle zur Identifikation nichtlinearer, dynamischer Systeme", Automatisierungstechnik (at)., April, 1997. Vol. 45(4), pp. 163-174.
BibTeX:
@article{Nelles_AT_97,
  author = {O. Nelles},
  title = {LOLIMOT -- Lokale, lineare Modelle zur Identifikation nichtlinearer, dynamischer Systeme},
  journal = {Automatisierungstechnik (at)},
  year = {1997},
  volume = {45},
  number = {4},
  pages = {163--174}
}
Nelles O, Ernst S and Isermann R (1997), "Neuronale Netze zur Identifikation nichtlinearer, dynamischer Systeme: Ein Überblick", Automatisierungstechnik (at)., June, 1997. Vol. 45(6), pp. 251-262.
BibTeX:
@article{Nelles_Ernst_AT_97,
  author = {O. Nelles and S. Ernst and R. Isermann},
  title = {Neuronale Netze zur Identifikation nichtlinearer, dynamischer Systeme: Ein Überblick},
  journal = {Automatisierungstechnik (at)},
  year = {1997},
  volume = {45},
  number = {6},
  pages = {251--262}
}
Nelles O, Hecker O and Isermann R (1997), "Identifikation nichtlinearer, dynamischer Prozesse mit Takagi-Sugeno Fuzzy-Modellen variabler Struktur", In 4. GI Fuzzy-Neuro-Systeme Workshop. Soest, Germany, March, 1997. , pp. 388-395.
BibTeX:
@inproceedings{Nelles_GI_97,
  author = {O. Nelles and O. Hecker and R. Isermann},
  title = {Identifikation nichtlinearer, dynamischer Prozesse mit Takagi-Sugeno Fuzzy-Modellen variabler Struktur},
  booktitle = {4. GI Fuzzy-Neuro-Systeme Workshop},
  year = {1997},
  pages = {388--395}
}
Nelles O (1997), "Strukturoptimierung von Takagi-Sugeno Fuzzy-Modellen", In GMA-Workshop des Fachausschusses 1.4.2 "Fuzzy Control". Dortmund, Germany, Nov., 1997. , pp. 93-106.
BibTeX:
@inproceedings{Nelles_GMA_97,
  author = {O. Nelles},
  title = {Strukturoptimierung von Takagi-Sugeno Fuzzy-Modellen},
  booktitle = {GMA-Workshop des Fachausschusses 1.4.2 "Fuzzy Control"},
  year = {1997},
  pages = {93-106}
}
Nelles O, Hecker O and Isermann R (1997), "Automatic Model Selection in Local Linear Model Trees for Nonlinear System Identification of a Transport Delay Process", In IFAC Symposium on System Identification (SYSID). Kitakyushu, Fukuoka, Japan, July, 1997. , pp. 727-732.
BibTeX:
@inproceedings{Nelles_Hecker_SYSID_97,
  author = {O. Nelles and O. Hecker and R. Isermann},
  title = {Automatic Model Selection in Local Linear Model Trees for Nonlinear System Identification of a Transport Delay Process},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {1997},
  pages = {727--732}
}
Nelles O and Fischer M (1997), "Fuzzy Model Identification of a PH Process", In International ICSC Symposium on Fuzzy Logic and Applications. Zürich, Switzerland, Feb., 1997. , pp. 359-365.
BibTeX:
@inproceedings{Nelles_ICSC_97,
  author = {O. Nelles and M. Fischer},
  title = {Fuzzy Model Identification of a PH Process},
  booktitle = {International ICSC Symposium on Fuzzy Logic and Applications},
  year = {1997},
  pages = {359--365}
}
Nelles O (1997), "GA-Based Generation of Fuzzy Rules", In Fuzzy Evolutionary Computation. Boston, USA , pp. 269-295. Kluwer Academic Publishers.
BibTeX:
@incollection{Nelles_Pedrycz_97,
  author = {O. Nelles},
  editor = {W. Pedrycz},
  title = {GA-Based Generation of Fuzzy Rules},
  booktitle = {Fuzzy Evolutionary Computation},
  publisher = {Kluwer Academic Publishers},
  year = {1997},
  pages = {269--295}
}
Nelles O (1997), "Nonlinear System Identification with Neurofuzzy Methods", In Intelligent Hybrid Systems -- Fuzzy Logic, Neural Networks, and Genetic Algorithms. Boston, USA , pp. 283-310. Kluwer Academic Publishers.
BibTeX:
@incollection{Nelles_Ruan_97,
  author = {O. Nelles},
  editor = {Da Ruan},
  title = {Nonlinear System Identification with Neurofuzzy Methods},
  booktitle = {Intelligent Hybrid Systems -- Fuzzy Logic, Neural Networks, and Genetic Algorithms},
  publisher = {Kluwer Academic Publishers},
  year = {1997},
  pages = {283--310}
}
Nelles O (1997), "Orthonormal Basis Functions for Nonlinear System Identification with Local Linear Model Trees (LOLIMOT)", In IFAC Symposium on System Identification (SYSID). Kitakyushu, Fukuoka, Japan, July, 1997. , pp. 667-672.
BibTeX:
@inproceedings{Nelles_SYSID_97,
  author = {O. Nelles},
  title = {Orthonormal Basis Functions for Nonlinear System Identification with Local Linear Model Trees (LOLIMOT)},
  booktitle = {IFAC Symposium on System Identification (SYSID)},
  year = {1997},
  pages = {667--672}
}
Ayoubi M, Halfmann C, Holzmann H, Leonhardt S and Nelles O (1997), "13. IFAC World Congress"
BibTeX:
@article{NellesAyoubi13,
  author = {Ayoubi, M and Halfmann, Ch and Holzmann, H and Leonhardt, St and Nelles, O},
  title = {13. IFAC World Congress},
  year = {1997}
}
Schwarz R, Nelles O, Scheerer P and Isermann R (1997), "Increasing Signal Accuracy of Automatic Wheel-Speed Sensors by On-line Learning", In American Control Conference (ACC). Albuquerque, USA, June, 1997. , pp. 1131-1135.
BibTeX:
@inproceedings{Schwarz_Nelles_ACC_97,
  author = {R. Schwarz and O. Nelles and P. Scheerer and R. Isermann},
  title = {Increasing Signal Accuracy of Automatic Wheel-Speed Sensors by On-line Learning},
  booktitle = {American Control Conference (ACC)},
  year = {1997},
  pages = {1131--1135}
}
Ernst S, Nelles O and Isermann R (1996), "Neuronale Netze für die Identifikation nichtlinearer, dynamischer Systeme: Ein Überblick", In GMA-Kongreß. Baden-Baden, Germany, Sept., 1996. , pp. 713-722.
BibTeX:
@inproceedings{Ernst_Nelles_GMA_96,
  author = {S. Ernst and O. Nelles and R. Isermann},
  title = {Neuronale Netze für die Identifikation nichtlinearer, dynamischer Systeme: Ein Überblick},
  booktitle = {GMA-Kongreß},
  year = {1996},
  pages = {713-722}
}
Fischer M and Nelles O (1996), "Tuning of PID-Controllers for Nonlinear Processes Based on Local Linear Fuzzy Models", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1996. , pp. 1891-1895.
BibTeX:
@inproceedings{Fischer_Nelles_EUFIT_96,
  author = {M. Fischer and O. Nelles},
  title = {Tuning of PID-Controllers for Nonlinear Processes Based on Local Linear Fuzzy Models},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1996},
  pages = {1891--1895}
}
Nelles O and Isermann R (1996), "Basis Function Networks for Interpolation of Local Linear Models", In IEEE Conference on Decision and Control (CDC). Kobe, Japan, Dec., 1996. , pp. 470-475.
BibTeX:
@inproceedings{Nelles_CDC_96,
  author = {O. Nelles and R. Isermann},
  title = {Basis Function Networks for Interpolation of Local Linear Models},
  booktitle = {IEEE Conference on Decision and Control (CDC)},
  year = {1996},
  pages = {470--475}
}
Nelles O, Ernst S and Isermann R (1996), "Neural Networks for Identification of Nonlinear Dynamic Systems -- An Overview", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1996. , pp. 282-286.
BibTeX:
@inproceedings{Nelles_Ernst_EUFIT_96,
  author = {O. Nelles and S. Ernst and R. Isermann},
  title = {Neural Networks for Identification of Nonlinear Dynamic Systems -- An Overview},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1996},
  pages = {282--286}
}
Nelles O (1996), "FUREGA - Fuzzy Rule Extraction by a Genetic Algorithm", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1996. , pp. 489-493.
BibTeX:
@inproceedings{Nelles_EUFIT_96,
  author = {O. Nelles},
  title = {FUREGA - Fuzzy Rule Extraction by a Genetic Algorithm},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1996},
  pages = {489--493}
}
Nelles O and 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). Aachen, Germany, Sept., 1996. , pp. 1187-1191.
BibTeX:
@inproceedings{Nelles_Fischer_EUFIT_96,
  author = {O. Nelles and M. Fischer},
  title = {Local Linear Model Trees (LOLIMOT) for Nonlinear System Identification of a Cooling Blast},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1996},
  pages = {1187--1191}
}
Nelles O, Fischer M and Müller B (1996), "Fuzzy Rule Extraction by a Genetic Algorithm and Constrained Nonlinear Optimization of Membership Functions", In International IEEE Conference on Fuzzy Systems (FUZZ-IEEE). New Orleans, USA, Sept., 1996. , pp. 213-219.
BibTeX:
@inproceedings{Nelles_FUZZIEEE_96,
  author = {O. Nelles and M. Fischer and B. Müller},
  title = {Fuzzy Rule Extraction by a Genetic Algorithm and Constrained Nonlinear Optimization of Membership Functions},
  booktitle = {International IEEE Conference on Fuzzy Systems (FUZZ-IEEE)},
  year = {1996},
  pages = {213-219}
}
Nelles O (1996), "Local Linear Model Tree for On-Line Identification of Time-Variant Nonlinear Dynamic Systems", In International Conference on Artificial Neural Networks (ICANN). Bochum, Germany, July, 1996. , pp. 115-120.
BibTeX:
@inproceedings{Nelles_ICANN_96,
  author = {O. Nelles},
  title = {Local Linear Model Tree for On-Line Identification of Time-Variant Nonlinear Dynamic Systems},
  booktitle = {International Conference on Artificial Neural Networks (ICANN)},
  year = {1996},
  pages = {115-120}
}
Nelles O, Sinsel S and Isermann R (1996), "Local Basis Function Networks for Identification of a Turbocharger", In IEE UKACC International Conference on Control. Exeter, UK, Sept., 1996. , pp. 7-12.
BibTeX:
@inproceedings{Nelles_IEE_96,
  author = {O. Nelles and S. Sinsel and R. Isermann},
  title = {Local Basis Function Networks for Identification of a Turbocharger},
  booktitle = {IEE UKACC International Conference on Control},
  year = {1996},
  pages = {7--12}
}
Nelles O and Isermann R (1996), "A New Technique for Determination of Hidden Layer Parameters in RBF Networks", In IFAC World Congress. San Francisco, USA, June, 1996. , pp. 453-457.
BibTeX:
@inproceedings{Nelles_IFAC_96,
  author = {O. Nelles and R. Isermann},
  title = {A New Technique for Determination of Hidden Layer Parameters in RBF Networks},
  booktitle = {IFAC World Congress},
  year = {1996},
  pages = {453--457}
}
Nelles O and Isermann R (1995), "Identification of Nonlinear Dynamic Systems -- Classical Methods versus Radial Basis Function Networks", In American Control Conference (ACC). Seattle, USA, June, 1995. , pp. 3786-3790.
BibTeX:
@inproceedings{Nelles_ACC_95,
  author = {O. Nelles and R. Isermann},
  title = {Identification of Nonlinear Dynamic Systems -- Classical Methods versus Radial Basis Function Networks},
  booktitle = {American Control Conference (ACC)},
  year = {1995},
  pages = {3786--3790}
}
Nelles O and Isermann R (1995), "A Comparison between Radial Basis Function Networks and Classical Methods for Identification of Nonlinear Dynamic Systems", In IFAC Symposium on Adaptive Systems in Control and Signal Processing (ASCSP). Budapest, Hungary, June, 1995. , pp. 233-238.
BibTeX:
@inproceedings{Nelles_ASCSP_95,
  author = {O. Nelles and R. Isermann},
  title = {A Comparison between Radial Basis Function Networks and Classical Methods for Identification of Nonlinear Dynamic Systems},
  booktitle = {IFAC Symposium on Adaptive Systems in Control and Signal Processing (ASCSP)},
  year = {1995},
  pages = {233--238}
}
Nelles O, Isermann R and Schmidt E (1995), "Identification of Nonlinear Dynamic Systems with Radial Basis Funtion Networks - Linear versus Nonlinear Optimization", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1995. , pp. 285-289.
BibTeX:
@inproceedings{Nelles_EUFIT_95,
  author = {O. Nelles and R. Isermann and E. Schmidt},
  title = {Identification of Nonlinear Dynamic Systems with Radial Basis Funtion Networks - Linear versus Nonlinear Optimization},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1995},
  pages = {285--289}
}
Nelles O (1995), "Training neuronaler Netze als seriell-parallele oder parallele Modelle zur Identifikation nichtlinearer, dynamischer Systeme", In 3. GI Fuzzy-Neuro-Systeme Workshop. Darmstadt, Germany, Nov., 1995. , pp. 333-339.
BibTeX:
@inproceedings{Nelles_GI_95,
  author = {O. Nelles},
  title = {Training neuronaler Netze als seriell-parallele oder parallele Modelle zur Identifikation nichtlinearer, dynamischer Systeme},
  booktitle = {3. GI Fuzzy-Neuro-Systeme Workshop},
  year = {1995},
  pages = {333--339}
}
Nelles O (1995), "On the Identification with Neural Networks as Series-Parallel and Parallel Models", In International Conference on Artificial Neural Networks (ICANN). Paris, France, June, 1995. , pp. 255-260.
BibTeX:
@inproceedings{Nelles_ICANN_95,
  author = {O. Nelles},
  title = {On the Identification with Neural Networks as Series-Parallel and Parallel Models},
  booktitle = {International Conference on Artificial Neural Networks (ICANN)},
  year = {1995},
  pages = {255--260}
}
Nelles O (1995), "On Training Radial Basis Function Networks as Series-Parallel and Parallel Models for Identification of Nonlinear Dynamic Systems", In IEEE Conference on System, Man and Cybernetics (SMC). Vancouver, Canada, Oct., 1995. , pp. 4609-4614.
BibTeX:
@inproceedings{Nelles_SMC_95,
  author = {O. Nelles},
  title = {On Training Radial Basis Function Networks as Series-Parallel and Parallel Models for Identification of Nonlinear Dynamic Systems},
  booktitle = {IEEE Conference on System, Man and Cybernetics (SMC)},
  year = {1995},
  pages = {4609--4614}
}
Nelles O and Ayoubi M (1994), "Learning the Relevance of Symtoms in Fault Trees", In European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, Sept., 1994. , pp. 1148-1152.
BibTeX:
@inproceedings{Nelles_EUFIT_94,
  author = {O. Nelles and M. Ayoubi},
  title = {Learning the Relevance of Symtoms in Fault Trees},
  booktitle = {European Congress on Intelligent Techniques and Soft Computing (EUFIT)},
  year = {1994},
  pages = {1148--1152}
}
Nelles O and Ayoubi M (1994), "Neural Structure for Fault Tree Analysis", In International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU). Paris, France, July, 1994.
BibTeX:
@inproceedings{Nelles_IPMU_94,
  author = {O. Nelles and M. Ayoubi},
  title = {Neural Structure for Fault Tree Analysis},
  booktitle = {International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU)},
  year = {1994}
}