Oliver Nelles - RankMe

80 papers B 5C 23Journal 25Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Axes-Oblique Partitioning for Local Model Networks with RFIR Models. ICMLA Christopher Illg, Oliver Nelles
2025	J	`jnl`	Efficiently determining the effect of data set size on autoencoder-based metamodels for structural design optimization. Autom. Fabian Schneider, Timm J. Peter, Ralph Jörg Hellmig, Oliver Nelles
2025	J	`jnl`	Incorporation of structural properties of the response surface into oblique model trees. Autom. Marvin Schöne, Martin Kohlhase, Oliver Nelles
2025	J	`jnl`	Online and Offline Space-Filling Input Design for Nonlinear System Identification: A Receding Horizon Control-Based Approach. CoRR Max Heinz Herkersdorf, Oliver Nelles
2025	—	`conf`	Space-Filling Regularization for Robust and Interpretable Nonlinear State Space Models. ICINCO (1) Hermann Klein, Max Heinz Herkersdorf, Oliver Nelles
2025	J	`jnl`	Space-Filling Regularization for Robust and Interpretable Nonlinear State Space Models. CoRR Hermann Klein, Max Heinz Herkersdorf, Oliver Nelles
2024	—	`conf`	Handling of Time Delays in MISO Processes with Regularized Finite Impulse Response Models. ECC Christopher Illg, Tarek Kösters, Oliver Nelles
2024	—	`conf`	On the Choice of the Scheduling Variables for Dynamic Local Model Networks with Local Regularized FIR Models. FUZZ Christopher Illg, Tarek Kösters, Oliver Nelles
2024	J	`jnl`	Optimization of Fuel Consumption for Rule-Based Energy Management Strategies of Hybrid Electric Vehicles: SOC Compensation Methods. IEEE Access Ralf Sauermann, Frank Kirschbaum, Oliver Nelles
2024	J	`jnl`	Optimized Excitation Signal Design Employing Receding Horizon Control. CoRR Max Heinz Herkersdorf, Oliver Nelles
2024	J	`jnl`	Optimized Excitation Signal Tailored to Pertinent Dynamic Process Characteristics. CoRR Max Heinz Herkersdorf, Tarek Kösters, Oliver Nelles
2024	C	`conf`	Physical-Inspired State Space Structure for Nonlinear Gray-Box Modeling. CoDIT Hermann Klein, Max Schüssler, Oliver Nelles
2023	J	`jnl`	Handling of time delays in system identification with regularized FIR models. Autom. Tarek Kösters, Christopher Illg, Oliver Nelles
2023	J	`jnl`	Latin hypercubes for constrained design of experiments for data-driven models. Autom. Fabian Schneider, Ralph J. Hellmig, Oliver Nelles
2023	—	`conf`	Nonlinear Dynamic System Identification of Separation Unit for Raw Materials. CCTA Tarek Kösters, Oliver Nelles
2023	C	`conf`	Uniform Design of Experiments for Equality Constraints. IDEAL Fabian Schneider, Ralph J. Hellmig, Oliver Nelles
2022	—	`conf`	Estimation of Torsional Backlash Angle in Electric Powertrains. CCTA Melanie Heinz, Marc Reichenbacher, Oliver Nelles
2022	—	`conf`	Excitation Signal Design and Modeling Benchmark of NOx Emissions of a Diesel Engine. CCTA Volker Smits, Max Schüssler, Geritt Kampmann, Christopher Illg, Tim Decker, Oliver Nelles
2022	—	`conf`	Parameter Identification of an Electric Powertrain with Backlash. MED Melanie Heinz, Oliver Nelles
2022	—	`conf`	Rectified Linear Unit based Local Linear Model Tree for Nonlinear System Identification Incorporating Prior Knowledge. CDC Leon Glass, Wael Hilali, Oliver Nelles
2022	C	`conf`	Space-filling Optimization of Excitation Signals for Nonlinear System Identification. ICINCO Volker Smits, Oliver Nelles
2022	C	`conf`	Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. IDEAL Tim Voigt, Marvin Schöne, Martin Kohlhase, Oliver Nelles, Martin Kuhn
2021	—	`conf`	Compressing Interpretable Representations of Piecewise Linear Neural Networks using Neuro-Fuzzy Models. SSCI Leon Glass, Wael Hilali, Oliver Nelles
2021	C	`conf`	Genetic Optimization of Excitation Signals for Nonlinear Dynamic System Identification. ICINCO Volker Smits, Oliver Nelles
2021	J	`jnl`	Identification of a potable water system. Autom. Timm J. Peter, Max Schüssler, Daniel Rüschen, Oliver Nelles
2021	C	`conf`	Optimization Approaches for Nonlinear State Space Models. ACC Max Schüssler, Oliver Nelles
2021	J	`jnl`	Optimization Approaches for Nonlinear State Space Models. IEEE Control. Syst. Lett. Max Schüssler, Oliver Nelles
2021	—	`conf`	Space-Filling Designs for Experiments with Assembled Products. MSIE Tim Voigt, Marvin Schöne, Martin Kohlhase, Oliver Nelles, Martin Kuhn
2020	C	`conf`	Incremental Latin Hypercube Additive Design for LOLIMOT. ETFA Tim Voigt, Martin Kohlhase, Oliver Nelles
2019	C	`conf`	A Novel Approach for Development of Neural Network based Electrical Machine Models for HEV System-level Design Optimization. VEHITS Christian Gletter, Andre Mayer, Josef Kallo, Thomas Winsel, Oliver Nelles
2019	J	`jnl`	Benchmarking in classification and regression. WIREs Data Mining Knowl. Discov. Frank Hoffmann, Torsten Bertram, Ralf Mikut, Markus Reischl, Oliver Nelles
2019	—	`conf`	Deep Recurrent Neural Networks for Nonlinear System Identification. SSCI Max Schüssler, Tobias Münker, Oliver Nelles
2019	J	`jnl`	Fast and simple dataset selection for machine learning. Autom. Timm J. Peter, Oliver Nelles
2019	—	`conf`	Local Model Networks for the Identification of Nonlinear State Space Models. CDC Max Schüssler, Tobias Münker, Oliver Nelles
2019	B	`conf`	Pole Determination for Takagi-Sugeno Fuzzy Laguerre Models. FUZZ-IEEE Tim Oliver Heinz, Tobias Ebert, Oliver Nelles
2019	—	`conf`	Two-Dimensional ECMS for System Analysis of Hybrid Concepts featuring Two Electric Traction Motors. ISSE Andre Mayer, Christian Gletter, Oliver Nelles, Josef Kallo, Thomas Winsel
2018	J	`jnl`	Editorial. Autom. Steffen Leonhardt, Oliver Nelles
2018	J	`jnl`	Excitation signal design for nonlinear dynamic systems with multiple inputs - A data distribution approach. Autom. Tim Oliver Heinz, Oliver Nelles
2018	J	`jnl`	Gray-box identification with regularized FIR models. Autom. Tobias Münker, Timm J. Peter, Oliver Nelles
2018	C	`conf`	Improved Incorporation of Prior Knowledge for Regularized FIR Model Identification. ACC Tobias Münker, Julian Belz, Oliver Nelles
2018	J	`jnl`	Nonlinear system identification with regularized local FIR model networks. Eng. Appl. Artif. Intell. Tobias Münker, Oliver Nelles
2017	—	`conf`	Generalizing piecewise affine system identification to local model networks. SSCI Tobias Münker, Oliver Nelles
2017	C	`conf`	Hierarchical model predictive control for Local Model Networks. ACC Tobias Münker, Tim Oliver Heinz, Oliver Nelles
2017	B	`conf`	Iterative Excitation Signal Design for Nonlinear Dynamic Black-Box Models. KES Tim Oliver Heinz, Oliver Nelles
2017	—	`conf`	Normalized L1 regularization for axis-oblique tree construction algorithms. SSCI Julian Belz, Oliver Nelles
2017	J	`jnl`	Order of experimentation and advisability of corner measurements. Autom. Julian Belz, Oliver Nelles
2016	—	`conf`	Automated order determination strategies for nonlinear dynamic models. SSCI Julian Belz, Tim Oliver Heinz, Oliver Nelles
2016	—	`conf`	Efficient pole optimization of nonlinear laguerre filter models. SSCI Tim Oliver Heinz, Oliver Nelles
2016	B	`conf`	Local model network with regularized MISO finite impulse response models. FUZZ-IEEE Tobias Münker, Oliver Nelles
2016	B	`conf`	Order of experimentation for metamodeling tasks. IJCNN Julian Belz, Konrad Bamberger, Oliver Nelles
2015	—	`conf`	Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs. SSCI Tobias Ebert, Torsten Fischer, Julian Belz, Tim Oliver Heinz, Geritt Kampmann, Oliver Nelles
2015	—	`conf`	Interpretation and Analysis of Input Selection Approaches in Distance Space. SSCI Tim Oliver Heinz, Oliver Nelles
2015	C	`conf`	Proposal for a function generator and extrapolation analysis. INISTA Julian Belz, Oliver Nelles
2014	J	`jnl`	Identifikation mit achsenschrägen, lokal polynomialen Modellnetzen. Autom. Benjamin Hartmann, Oliver Nelles
2014	C	`conf`	Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls. CIDM Tobias Ebert, Julian Belz, Oliver Nelles
2014	C	`conf`	Merging Strategy for Local Model Networks Based on the Lolimot Algorithm. ICANN Torsten Fischer, Oliver Nelles
2014	—	`conf`	One-class LS-SVM with zero leave-one-out error. CICA Geritt Kampmann, Oliver Nelles
2012	C	`conf`	Structure trade-off strategy for local model networks. CCA Benjamin Hartmann, Oliver Nelles
2011	C	`conf`	Hierarchical local model trees for design of experiments in the framework of ultrasonic structural health monitoring. CCA Benjamin Hartmann, Jochen Moll, Oliver Nelles, Claus-Peter Fritzen
2011	C	`conf`	Model-based design of experiments based on local model networks for nonlinear processes with low noise levels. ACC Benjamin Hartmann, Tobias Ebert, Oliver Nelles
2011	C	`conf`	Multi-step-ahead optimal learning strategy for local model networks with higher degree polynomials. ACC Oliver Bänfer, Geritt Kampmann, Oliver Nelles
2011	J	`jnl`	Nonlinear System Identification by Gustafson-Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process. IEEE Trans. Neural Networks Luka Teslic, Benjamin Hartmann, Oliver Nelles, Igor Skrjanc
2011	C	`conf`	Reliable nearest neighbors for lazy learning. ACC Tobias Ebert, Geritt Kampmann, Oliver Nelles
2011	J	`jnl`	Supervised Hierarchical Clustering in Fuzzy Model Identification. IEEE Trans. Fuzzy Syst. Benjamin Hartmann, Oliver Bänfer, Oliver Nelles, Anton Sodja, Luka Teslic, Igor Skrjanc
2010	C	`conf`	Comparison of different subset selection algorithms for learning local model networks with higher degree polynomials. ICARCV Oliver Bänfer, Benjamin Hartmann, Oliver Nelles
2010	C	`conf`	Modeling of Nonlinear Wave Velocity Characteristics in a Structural Health Monitoring System. CCA Benjamin Hartmann, Jochen Moll, Oliver Nelles, Claus-Peter Fritzen
2010	—	`conf`	Multilayer Perceptron Network with Modified Sigmoid Activation Functions. AICI (1) Tobias Ebert, Oliver Bänfer, Oliver Nelles
2009	—	`conf`	Automatic adjustment of the transition between local models in a hierarchical structure identification algorithm. ECC Benjamin Hartmann, Oliver Nelles
2009	—	`conf`	Learning strategies for local model networks with higher degree polynomials. ICONS Oliver Bänfer, Oliver Nelles
2009	—	`conf`	Local Model Networks for the Optimization of a Tablet Production Process. AICI Benjamin Hartmann, Oliver Nelles, Ales Belic, Damjana Zupancic-Bozic
2009	C	`conf`	On the smoothness in local model networks. ACC Benjamin Hartmann, Oliver Nelles
2009	—	`conf`	SUpervised HIerarchical CLUSTering (SUHICLUST) for nonlinear system identification. CICA Benjamin Hartmann, Oliver Nelles, Igor Skrjanc, Anton Sodja
2008	J	`jnl`	Rolf Isermann wird 70. Autom. Steffen Leonhardt, Oliver Nelles
2001	J	`jnl`	Genetic programming for model selection of TSK-fuzzy systems. Inf. Sci. Frank Hoffmann, Oliver Nelles
2001	B	`conf`	Nonlinear internal model control based on local linear neural networks. SMC Alexander Fink, Oliver Nelles
1999	—	`conf`	Linearization based and local model based controller design. ECC Alexander Fink, Oliver Nelles, Martin Fischer
1999	—	`—`	Nonlinear system identification with local linear neuro-fuzzy models. Oliver Nelles
1998	J	`jnl`	Predictive control based on local linear fuzzy models. Int. J. Syst. Sci. Martin Fischer, Oliver Nelles, Rolf Isermann
1998	J	`jnl`	Structure Optimization of Takagi-Sugeno Fuzzy Models. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Oliver Nelles
1996	C	`conf`	Local Linear Model Trees for On-Line Identification of Time-Variant Nonlinear Dynamic Systems. ICANN Oliver Nelles