Oliver Nelles

80 papers B 5C 23Journal 25Unranked 26
YearRankTypeTitle / 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