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Tobias Rodemann
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2020 – today
- 2024
- [j21]Johannes Varga
, Günther R. Raidl, Elina Rönnberg
, Tobias Rodemann
:
Scheduling jobs using queries to interactively learn human availability times. Comput. Oper. Res. 167: 106648 (2024) - [c58]Alistair Benford, Markus Olhofer, Tobias Rodemann, Per Kristian Lehre:
Bicriteria Optimisation of Average and Worst-Case Performance Using Coevolutionary Algorithms. CEC 2024: 1-8 - [c57]Angus Kenny
, Tapabrata Ray
, Steffen Limmer
, Hemant Kumar Singh
, Tobias Rodemann
, Markus Olhofer
:
A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour. EvoApplications@EvoStar 2024: 115-129 - [c56]Angus Kenny
, Tapabrata Ray
, Steffen Limmer
, Hemant Kumar Singh
, Tobias Rodemann
, Markus Olhofer
:
Using Bayesian Optimization to Improve Hyperparameter Search in TPOT. GECCO 2024 - [i3]Jens Engel, Thomas Schmitt, Tobias Rodemann, Jürgen Adamy:
Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System. CoRR abs/2407.13308 (2024) - 2023
- [j20]Qiqi Liu
, Felix Lanfermann
, Tobias Rodemann
, Markus Olhofer
, Yaochu Jin
:
Surrogate-Assisted Many-Objective Optimization of Building Energy Management. IEEE Comput. Intell. Mag. 18(4): 14-28 (2023) - [j19]Qiqi Liu
, Yaochu Jin
, Martin Heiderich, Tobias Rodemann
:
Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 763-775 (2023) - [c55]Thomas Schmitt, Jens Engel, Tobias Rodemann:
Regression-Based Model Error Compensation for a Hierarchical MPC Building Energy Management System. CCTA 2023: 1-8 - [c54]Thomas Jatschka, Tobias Rodemann, Günther R. Raidl:
A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning. EvoCOP 2023: 50-65 - [c53]Angus Kenny
, Tapabrata Ray
, Steffen Limmer
, Hemant Kumar Singh
, Tobias Rodemann
, Markus Olhofer
:
Hybridizing TPOT with Bayesian Optimization. GECCO 2023: 502-510 - [c52]Johannes Varga
, Emil Karlsson
, Günther R. Raidl
, Elina Rönnberg
, Fredrik Lindsten
, Tobias Rodemann
:
Speeding Up Logic-Based Benders Decomposition by Strengthening Cuts with Graph Neural Networks. LOD (1) 2023: 24-38 - [c51]Johannes Varga
, Günther R. Raidl
, Elina Rönnberg
, Tobias Rodemann
:
Interactive Job Scheduling with Partially Known Personnel Availabilities. OLA 2023: 236-247 - [i2]Thomas Schmitt, Jens Engel, Tobias Rodemann:
Regression-Based Model Error Compensation for Hierarchical MPC Building Energy Management System. CoRR abs/2306.09080 (2023) - [i1]Thomas Schmitt, Jens Engel, Martin Kopp, Tobias Rodemann:
Implicit Incorporation of Heuristics in MPC-Based Control of a Hydrogen Plant. CoRR abs/2309.10660 (2023) - 2022
- [j18]Hemant Kumar Singh
, Tapabrata Ray, Md Juel Rana, Steffen Limmer
, Tobias Rodemann
, Markus Olhofer
:
Investigating the Use of Linear Programming and Evolutionary Algorithms for Multi-Objective Electric Vehicle Charging Problem. IEEE Access 10: 115322-115337 (2022) - [j17]Tapabrata Ray, Hemant Kumar Singh
, Kamrul Hasan Rahi
, Tobias Rodemann
, Markus Olhofer:
Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information. Appl. Soft Comput. 119: 108505 (2022) - [j16]Qiqi Liu
, Yaochu Jin
, Martin Heiderich, Tobias Rodemann:
Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems. Knowl. Based Syst. 240: 108197 (2022) - [j15]Qiqi Liu
, Yaochu Jin
, Martin Heiderich, Tobias Rodemann
, Guo Yu
:
An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems. IEEE Trans. Cybern. 52(5): 2698-2711 (2022) - [j14]Jens Engel
, Thomas Schmitt
, Tobias Rodemann
, Jürgen Adamy
:
Hierarchical Economic Model Predictive Control Approach for a Building Energy Management System With Scenario-Driven EV Charging. IEEE Trans. Smart Grid 13(4): 3082-3093 (2022) - [j13]Qiqi Liu
, Ran Cheng
, Yaochu Jin
, Martin Heiderich, Tobias Rodemann
:
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52(12): 7760-7773 (2022) - [c50]Thomas Jatschka, Matthias Rauscher, Bernhard Kreutzer, Yusuke Okamoto, Hiroaki Kataoka, Tobias Rodemann, Günther R. Raidl:
A Large Neighborhood Search for Battery Swapping Station Location Planning for Electric Scooters. EUROCAST 2022: 121-129 - 2021
- [j12]Thomas Jatschka, Günther R. Raidl
, Tobias Rodemann
:
A General Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. Algorithms 14(8): 232 (2021) - [c49]Thomas Schmitt, Jens Engel, Matthias Hoffmann, Tobias Rodemann:
PARODIS: One MPC framework to control them all. Almost. CCTA 2021: 466-471 - 2020
- [j11]Thomas Schmitt, Tobias Rodemann, Jürgen Adamy:
Multi-objective model predictive control for microgrids. Autom. 68(8): 687-702 (2020) - [j10]Ye Tian
, Shichen Peng, Xingyi Zhang
, Tobias Rodemann
, Kay Chen Tan
, Yaochu Jin
:
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks. IEEE Trans. Artif. Intell. 1(1): 5-18 (2020) - [c48]Tapabrata Ray, Hemant Kumar Singh
, Ahsanul Habib, Tobias Rodemann, Markus Olhofer:
Online intensification of search around solutions of interest for multi/many-objective optimization. CEC 2020: 1-8 - [c47]Mohammed Baraq Mushtaq, Tobias Rodemann:
Adversarial Optimization Approach for Development of Robust Controllers. EvoApplications 2020: 384-399 - [c46]Thomas Schmitt, Jens Engel, Tobias Rodemann, Jürgen Adamy:
Application of Pareto Optimization in an Economic Model Predictive Controlled Microgrid. MED 2020: 868-874 - [c45]Thomas Jatschka
, Fabio F. Oberweger
, Tobias Rodemann, Günther R. Raidl:
Distributing Battery Swapping Stations for Electric Scooters in an Urban Area. OPTIMA 2020: 150-165
2010 – 2019
- 2019
- [c44]Qiqi Liu
, Yaochu Jin, Martin Heiderich, Tobias Rodemann:
Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts. CEC 2019: 1726-1733 - [c43]Thomas Jatschka
, Tobias Rodemann, Günther R. Raidl:
VNS and PBIG as Optimization Cores in a Cooperative Optimization Approach for Distributing Service Points. EUROCAST (1) 2019: 255-262 - [c42]Tobias Rodemann
, Kai Kitamura
:
Simulation-Based Design and Evaluation of a Smart Energy Manager. EUROCAST (2) 2019: 500-507 - [c41]Thomas Jatschka
, Tobias Rodemann, Günther R. Raidl:
A Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. EvoCOP 2019: 1-16 - [c40]Tobias Rodemann:
A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization. EvoApplications 2019: 3-18 - [c39]Hemant Kumar Singh
, Tapabrata Ray, Tobias Rodemann, Markus Olhofer:
Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility. GECCO (Companion) 2019: 1734-1741 - [c38]Thomas Jatschka
, Tobias Rodemann, Günther R. Raidl:
Exploiting Similar Behavior of Users in a Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. LOD 2019: 738-750 - [c37]Ye Tian, Shichen Peng, Tobias Rodemann, Xingyi Zhang, Yaochu Jin:
Automated Selection of Evolutionary Multi-objective Optimization Algorithms. SSCI 2019: 3225-3232 - 2018
- [c36]Tobias Rodemann:
Industrial Portfolio Management for Many-Objective Optimization Algorithms. CEC 2018: 1-8 - [c35]Tobias Rodemann:
A Many-Objective Configuration Optimization for Building Energy Management. CEC 2018: 1-8 - [c34]Steffen Limmer, Tobias Rodemann:
Robust Evolutionary Optimization Based on Coevolution. EvoApplications 2018: 813-831 - 2017
- [j9]Ran Cheng
, Tobias Rodemann, Michael Fischer, Markus Olhofer, Yaochu Jin
:
Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation. IEEE Trans. Emerg. Top. Comput. Intell. 1(2): 97-111 (2017) - [c33]Yuka Ogino, Ryoya Iida, Tobias Rodemann:
Using desirability functions for many-objective optimization of a hybrid car controller. GECCO (Companion) 2017: 297-298 - [c32]Steffen Limmer, Tobias Rodemann:
Multi-objective optimization of plug-in electric vehicle charging prices. SSCI 2017: 1-8 - 2016
- [c31]Tobias Rodemann, Ken Nishikawa:
Can Evolutionary Algorithms Beat Dynamic Programming for Hybrid Car Control? EvoApplications (1) 2016: 789-802 - [c30]Tobias Rodemann, Lars Gräning, Ken Nishikawa:
Automatic energy management controller design for hybrid electric vehicles. SSCI 2016: 1-8 - 2015
- [c29]Tobias Rodemann, Kaname Narukawa, Michael Fischer, Mohammed Awada:
Many-Objective Optimization of a Hybrid Car Controller. EvoApplications 2015: 593-603 - 2013
- [j8]Cem Karaoguz, Tobias Rodemann, Britta Wrede
, Christian Goerick:
Learning Information Acquisition for Multitasking Scenarios in Dynamic Environments. IEEE Trans. Auton. Ment. Dev. 5(1): 46-61 (2013) - [j7]Rujiao Yan, Tobias Rodemann, Britta Wrede
:
Computational Audiovisual Scene Analysis in Online Adaptation of Audio-Motor Maps. IEEE Trans. Auton. Ment. Dev. 5(4): 273-287 (2013) - [c28]Christopher Priester, Kaname Narukawa, Tobias Rodemann:
A comparison of different algorithms for the calculation of dominated hypervolumes. GECCO 2013: 655-662 - 2012
- [c27]Kaname Narukawa, Tobias Rodemann:
Examining the Performance of Evolutionary Many-Objective Optimization Algorithms on a Real-World Application. ICGEC 2012: 316-319 - [c26]Rujiao Yan, Tobias Rodemann, Britta Wrede
:
Simple auditory and visual features for human-robot dialog scene analysis. IROS 2012: 700-706 - 2011
- [j6]Gökhan Ince
, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino
, Jun-ichi Imura
:
Ego noise cancellation of a robot using missing feature masks. Appl. Intell. 34(3): 360-371 (2011) - [j5]Gökhan Ince
, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino
, Jun-ichi Imura
:
Whole Body Motion Noise Cancellation of a Robot for Improved Automatic Speech Recognition. Adv. Robotics 25(11-12): 1405-1426 (2011) - [c25]Cem Karaoguz, Thomas H. Weisswange
, Tobias Rodemann, Britta Wrede, Constantin A. Rothkopf
:
Reward-based learning of optimal cue integration in audio and visual depth estimation. ICAR 2011: 389-395 - [c24]Tobias Rodemann:
Spectral cues to source position in robots with arbitrary ear shapes. ICAR 2011: 453-458 - [c23]Rujiao Yan, Tobias Rodemann, Britta Wrede:
Learning of audiovisual integration. ICDL-EPIROB 2011: 1-7 - [c22]Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Jun-ichi Imura, Keisuke Nakamura, Hirofumi Nakajima:
Assessment of single-channel ego noise estimation methods. IROS 2011: 106-111 - [c21]Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Jun-ichi Imura, Keisuke Nakamura, Hirofumi Nakajima:
Incremental learning for ego noise estimation of a robot. IROS 2011: 131-136 - [c20]Cem Karaoguz, Tobias Rodemann, Britta Wrede:
Optimisation of gaze movement for multitasking using rewards. IROS 2011: 1187-1193 - 2010
- [c19]Gökhan Ince
, Kazuhiro Nakadai, Tobias Rodemann, Yuji Hasegawa, Hiroshi Tsujino, Jun-ichi Imura
:
A hybrid framework for ego noise cancellation of a robot. ICRA 2010: 3623-3628 - [c18]Gökhan Ince
, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
:
Robust Ego Noise Suppression of a Robot. IEA/AIE (1) 2010: 62-71 - [c17]Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura:
A robust speech recognition system against the ego noise of a robot. INTERSPEECH 2010: 2070-2073 - [c16]Tobias Rodemann:
A study on distance estimation in binaural sound localization. IROS 2010: 425-430 - [c15]Gökhan Ince
, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
:
Multi-talker speech recognition under ego-motion noise using Missing Feature Theory. IROS 2010: 982-987 - [c14]Cem Karaoguz, Andrew Dankers, Tobias Rodemann, Mark Dunn:
An analysis of depth estimation within interaction range. IROS 2010: 3207-3212
2000 – 2009
- 2009
- [c13]Christian Goerick, Jens Schmüdderich, Bram Bolder, Herbert Janssen, Michael Gienger, Achim Bendig, Martin Heckmann
, Tobias Rodemann, Holger Brandl, Xavier Domont, Inna Mikhailova:
Interactive online multimodal association for internal concept building in humanoids. Humanoids 2009: 411-418 - [c12]Cem Karaoguz, Mark Dunn, Tobias Rodemann, Christian Goerick:
Online adaptation of gaze fixation for a stereo-vergence system with foveated vision. ICAR 2009: 1-6 - [c11]Tobias Rodemann, Frank Joublin, Christian Goerick:
Filtering environmental sounds using basic audio cues in robot audition. ICAR 2009: 1-6 - [c10]Tobias Rodemann, Frank Joublin, Christian Goerick:
Audio proto objects for improved sound localization. IROS 2009: 187-192 - [c9]Gökhan Ince
, Kazuhiro Nakadai, Tobias Rodemann, Yuji Hasegawa, Hiroshi Tsujino
, Jun-ichi Imura
:
Ego noise suppression of a robot using template subtraction. IROS 2009: 199-204 - [c8]Martin Heckmann
, Holger Brandl
, Jens Schmüdderich, Xavier Domont, Bram Bolder, Inna Mikhailova, Herbert Janssen, Michael Gienger, Achim Bendig, Tobias Rodemann, Mark Dunn, Frank Joublin, Christian Goerick:
Teaching a humanoid robot: Headset-free speech interaction for audio-visual association learning. RO-MAN 2009: 422-427 - 2008
- [c7]Martin Heckmann
, Claudius Gläser, Miguel Vaz, Tobias Rodemann, Frank Joublin, Christian Goerick:
Listen to the parrot: Demonstrating the quality of online pitch and formant extraction via feature-based resynthesis. IROS 2008: 1699-1704 - [c6]Tobias Rodemann, Gökhan Ince
, Frank Joublin, Christian Goerick:
Using binaural and spectral cues for azimuth and elevation localization. IROS 2008: 2185-2190 - 2007
- [c5]Christian Goerick, Bram Bolder, Herbert Janssen, Michael Gienger, Hisashi Sugiura
, Mark Dunn, Inna Mikhailova, Tobias Rodemann, Heiko Wersing, Stephan Kirstein:
Towards incremental hierarchical behavior generation for humanoids. Humanoids 2007: 248-255 - [c4]Tobias Rodemann, Kalina Karova, Frank Joublin, Christian Goerick:
Purely auditory Online-adaptation of auditory-motor maps. IROS 2007: 2015-2020 - 2006
- [j4]Tobias Rodemann, Frank Joublin, Christian Goerick:
Continuous and robust saccade adaptation in a real-world environment. Künstliche Intell. 20(3): 23-26 (2006) - [c3]Martin Heckmann, Tobias Rodemann, Björn Schölling, Frank Joublin, Christian Goerick:
Modeling the precedence effect for binaural sound source localization in noisy and echoic environments. INTERSPEECH 2006 - [c2]Martin Heckmann
, Tobias Rodemann, Frank Joublin, Christian Goerick, Björn Schölling:
Auditory Inspired Binaural Robust Sound Source Localization in Echoic and Noisy Environments. IROS 2006: 368-373 - [c1]Tobias Rodemann, Martin Heckmann
, Frank Joublin, Christian Goerick, Björn Schölling:
Real-time Sound Localization With a Binaural Head-system Using a Biologically-inspired Cue-triple Mapping. IROS 2006: 860-865 - 2003
- [j3]Tobias Rodemann, Edgar Körner:
Information processing with spiking neurons in a cortical architecture framework under the control of an oscillatory signal. Neurocomputing 52-54: 901-906 (2003) - 2001
- [j2]Tobias Rodemann, Edgar Körner:
Two separate processing streams in a cortical-type architecture. Neurocomputing 38-40: 1541-1547 (2001)
1990 – 1999
- 1999
- [j1]Edgar Körner, Marc-Oliver Gewaltig, Ursula Körner, Andreas Richter, Tobias Rodemann:
A model of computation in neocortical architecture. Neural Networks 12(7-8): 989-1005 (1999)
Coauthor Index
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