Oliver Nelles

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 43

Top Venues

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Christopher Illg, Tarek Kösters, Oliver Nelles
Handling of Time Delays in MISO Processes with Regularized Finite Impulse Response Models. ECC (2024)
Christopher Illg, Tarek Kösters, Oliver Nelles
On the Choice of the Scheduling Variables for Dynamic Local Model Networks with Local Regularized FIR Models. FUZZ (2024)
Tarek Kösters, Christopher Illg, Oliver Nelles
Handling of time delays in system identification with regularized FIR models. Autom. 71 (10) (2023)
Fabian Schneider, Ralph J. Hellmig, Oliver Nelles
Uniform Design of Experiments for Equality Constraints. IDEAL (2023)
Tarek Kösters, Oliver Nelles
Nonlinear Dynamic System Identification of Separation Unit for Raw Materials. CCTA (2023)
Fabian Schneider, Ralph J. Hellmig, Oliver Nelles
Latin hypercubes for constrained design of experiments for data-driven models. Autom. 71 (10) (2023)
Volker Smits, Max Schüssler, Geritt Kampmann, Christopher Illg, Tim Decker, Oliver Nelles
Excitation Signal Design and Modeling Benchmark of NOx Emissions of a Diesel Engine. CCTA (2022)
Leon Glass, Wael Hilali, Oliver Nelles
Rectified Linear Unit based Local Linear Model Tree for Nonlinear System Identification Incorporating Prior Knowledge. CDC (2022)
Melanie Heinz, Oliver Nelles
Parameter Identification of an Electric Powertrain with Backlash. MED (2022)
Melanie Heinz, Marc Reichenbacher, Oliver Nelles
Estimation of Torsional Backlash Angle in Electric Powertrains. CCTA (2022)
Volker Smits, Oliver Nelles
Space-filling Optimization of Excitation Signals for Nonlinear System Identification. ICINCO (2022)
Tim Voigt, Marvin Schöne, Martin Kohlhase, Oliver Nelles, Martin Kuhn
Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. IDEAL (2022)
Timm J. Peter, Max Schüssler, Daniel Rüschen, Oliver Nelles
Identification of a potable water system. Autom. 69 (10) (2021)
Leon Glass, Wael Hilali, Oliver Nelles
Compressing Interpretable Representations of Piecewise Linear Neural Networks using Neuro-Fuzzy Models. SSCI (2021)
Volker Smits, Oliver Nelles
Genetic Optimization of Excitation Signals for Nonlinear Dynamic System Identification. ICINCO (2021)
Max Schüssler, Oliver Nelles
Optimization Approaches for Nonlinear State Space Models. ACC (2021)
Tim Voigt, Marvin Schöne, Martin Kohlhase, Oliver Nelles, Martin Kuhn
Space-Filling Designs for Experiments with Assembled Products. MSIE (2021)
Max Schüssler, Oliver Nelles
Optimization Approaches for Nonlinear State Space Models. IEEE Control. Syst. Lett. 5 (4) (2021)
Tim Voigt, Martin Kohlhase, Oliver Nelles
Incremental Latin Hypercube Additive Design for LOLIMOT. ETFA (2020)
Timm J. Peter, Oliver Nelles
Fast and simple dataset selection for machine learning. Autom. 67 (10) (2019)
Max Schüssler, Tobias Münker, Oliver Nelles
Deep Recurrent Neural Networks for Nonlinear System Identification. SSCI (2019)
Christian Gletter, Andre Mayer, Josef Kallo, Thomas Winsel, Oliver Nelles
A Novel Approach for Development of Neural Network based Electrical Machine Models for HEV System-level Design Optimization. VEHITS (2019)
Tim Oliver Heinz, Tobias Ebert, Oliver Nelles
Pole Determination for Takagi-Sugeno Fuzzy Laguerre Models. FUZZ-IEEE (2019)
Frank Hoffmann, Torsten Bertram, Ralf Mikut, Markus Reischl, Oliver Nelles
Benchmarking in classification and regression. WIREs Data Mining Knowl. Discov. 9 (5) (2019)
Max Schüssler, Tobias Münker, Oliver Nelles
Local Model Networks for the Identification of Nonlinear State Space Models. CDC (2019)
Andre Mayer, Christian Gletter, Oliver Nelles, Josef Kallo, Thomas Winsel
Two-Dimensional ECMS for System Analysis of Hybrid Concepts featuring Two Electric Traction Motors. ISSE (2019)
Tobias Münker, Julian Belz, Oliver Nelles
Improved Incorporation of Prior Knowledge for Regularized FIR Model Identification. ACC (2018)
Tobias Münker, Oliver Nelles
Nonlinear system identification with regularized local FIR model networks. Eng. Appl. Artif. Intell. 67 (2018)
Tobias Münker, Timm J. Peter, Oliver Nelles
Gray-box identification with regularized FIR models. Autom. 66 (9) (2018)
Steffen Leonhardt, Oliver Nelles
Editorial. Autom. 66 (9) (2018)
Tim Oliver Heinz, Oliver Nelles
Excitation signal design for nonlinear dynamic systems with multiple inputs - A data distribution approach. Autom. 66 (9) (2018)
Tobias Münker, Oliver Nelles
Generalizing piecewise affine system identification to local model networks. SSCI (2017)
Tim Oliver Heinz, Oliver Nelles
Iterative Excitation Signal Design for Nonlinear Dynamic Black-Box Models. KES (2017)
Tobias Münker, Tim Oliver Heinz, Oliver Nelles
Hierarchical model predictive control for Local Model Networks. ACC (2017)
Julian Belz, Oliver Nelles
Normalized L1 regularization for axis-oblique tree construction algorithms. SSCI (2017)
Julian Belz, Oliver Nelles
Order of experimentation and advisability of corner measurements. Autom. 65 (3) (2017)
Julian Belz, Konrad Bamberger, Oliver Nelles
Order of experimentation for metamodeling tasks. IJCNN (2016)
Julian Belz, Tim Oliver Heinz, Oliver Nelles
Automated order determination strategies for nonlinear dynamic models. SSCI (2016)
Tobias Münker, Oliver Nelles
Local model network with regularized MISO finite impulse response models. FUZZ-IEEE (2016)
Tim Oliver Heinz, Oliver Nelles
Efficient pole optimization of nonlinear laguerre filter models. SSCI (2016)
Tim Oliver Heinz, Oliver Nelles
Interpretation and Analysis of Input Selection Approaches in Distance Space. SSCI (2015)
Tobias Ebert, Torsten Fischer, Julian Belz, Tim Oliver Heinz, Geritt Kampmann, Oliver Nelles
Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs. SSCI (2015)
Julian Belz, Oliver Nelles
Proposal for a function generator and extrapolation analysis. INISTA (2015)
Torsten Fischer, Oliver Nelles
Merging Strategy for Local Model Networks Based on the Lolimot Algorithm. ICANN (2014)
Tobias Ebert, Julian Belz, Oliver Nelles
Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls. CIDM (2014)
Geritt Kampmann, Oliver Nelles
One-class LS-SVM with zero leave-one-out error. CICA (2014)
Benjamin Hartmann, Oliver Nelles
Identifikation mit achsenschrägen, lokal polynomialen Modellnetzen. Autom. 62 (6) (2014)
Benjamin Hartmann, Oliver Nelles
Structure trade-off strategy for local model networks. CCA (2012)
Tobias Ebert, Geritt Kampmann, Oliver Nelles
Reliable nearest neighbors for lazy learning. ACC (2011)
Oliver Bänfer, Geritt Kampmann, Oliver Nelles
Multi-step-ahead optimal learning strategy for local model networks with higher degree polynomials. ACC (2011)
Luka Teslic, Benjamin Hartmann, Oliver Nelles, Igor Skrjanc
Nonlinear System Identification by Gustafson-Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process. IEEE Trans. Neural Networks 22 (12) (2011)
Benjamin Hartmann, Oliver Bänfer, Oliver Nelles, Anton Sodja, Luka Teslic, Igor Skrjanc
Supervised Hierarchical Clustering in Fuzzy Model Identification. IEEE Trans. Fuzzy Syst. 19 (6) (2011)
Benjamin Hartmann, Tobias Ebert, Oliver Nelles
Model-based design of experiments based on local model networks for nonlinear processes with low noise levels. ACC (2011)
Benjamin Hartmann, Jochen Moll, Oliver Nelles, Claus-Peter Fritzen
Hierarchical local model trees for design of experiments in the framework of ultrasonic structural health monitoring. CCA (2011)
Oliver Bänfer, Benjamin Hartmann, Oliver Nelles
Comparison of different subset selection algorithms for learning local model networks with higher degree polynomials. ICARCV (2010)
Tobias Ebert, Oliver Bänfer, Oliver Nelles
Multilayer Perceptron Network with Modified Sigmoid Activation Functions. AICI (1) (2010)
Benjamin Hartmann, Jochen Moll, Oliver Nelles, Claus-Peter Fritzen
Modeling of Nonlinear Wave Velocity Characteristics in a Structural Health Monitoring System. CCA (2010)
Benjamin Hartmann, Oliver Nelles
Automatic adjustment of the transition between local models in a hierarchical structure identification algorithm. ECC (2009)
Benjamin Hartmann, Oliver Nelles, Igor Skrjanc, Anton Sodja
SUpervised HIerarchical CLUSTering (SUHICLUST) for nonlinear system identification. CICA (2009)
Benjamin Hartmann, Oliver Nelles, Ales Belic, Damjana Zupancic-Bozic
Local Model Networks for the Optimization of a Tablet Production Process. AICI (2009)
Benjamin Hartmann, Oliver Nelles
On the smoothness in local model networks. ACC (2009)
Oliver Bänfer, Oliver Nelles
Learning strategies for local model networks with higher degree polynomials. ICONS (2009)
Steffen Leonhardt, Oliver Nelles
Rolf Isermann wird 70. Autom. 56 (8) (2008)
Frank Hoffmann, Oliver Nelles
Genetic programming for model selection of TSK-fuzzy systems. Inf. Sci. 136 (1-4) (2001)
Alexander Fink, Oliver Nelles
Nonlinear internal model control based on local linear neural networks. SMC (2001)
Alexander Fink, Oliver Nelles, Martin Fischer
Linearization based and local model based controller design. ECC (1999)
Oliver Nelles
Structure Optimization of Takagi-Sugeno Fuzzy Models. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 6 (2) (1998)
Martin Fischer, Oliver Nelles, Rolf Isermann
Predictive control based on local linear fuzzy models. Int. J. Syst. Sci. 29 (7) (1998)
Oliver Nelles
Local Linear Model Trees for On-Line Identification of Time-Variant Nonlinear Dynamic Systems. ICANN (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Oliver Nelles