Tobias Rodemann

92 papers A* 1A 19B 13Journal 28Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comprehensive Perspective on Explainable AI across the Machine Learning Workflow. CoRR George Paterakis, Andrea Castellani, George Papoutsoglou, Tobias Rodemann, Ioannis Tsamardinos
2025	J	`jnl`	A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning. CoRR Jens Engel, Andrea Castellani, Patricia Wollstadt, Felix Lanfermann, Thomas Schmitt, Sebastian Schmitt, Lydia Fischer, Steffen Limmer, David Luttropp, Florian Jomrich, René Unger, Tobias Rodemann
2025	J	`jnl`	A systematic review of explainability in computational intelligence for optimization. Comput. Sci. Rev. José Almeida, João P. Soares, Fernando Lezama, Steffen Limmer, Tobias Rodemann, Zita Vale
2025	B	`conf`	Genetic Programming Hyper-Heuristic for the Dynamic Electric Dial-a-Ride Problem. CEC William Huang, Yi Mei, Günther R. Raidl, Fangfang Zhang, Laurenz Tomandl, Steffen Limmer, Mengjie Zhang, Tobias Rodemann
2025	J	`jnl`	Predicting and Explaining Traffic Crash Severity Through Crash Feature Selection. CoRR Andrea Castellani, Zacharias Papadovasilakis, Giorgos Papoutsoglou, Mary Cole, Brian Bautsch, Tobias Rodemann, Ioannis Tsamardinos, Angela Harden
2025	—	`conf`	Real Application Challenges in Evolutionary Optimization? People! EvoApplications (2) Tobias Rodemann, Christiane Attig
2024	—	`conf`	A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour. EvoApplications@EvoStar Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
2024	—	`conf`	A Learning Twolevel Optimization Approach for the Demand Maximizing Battery Swapping Station Location Problem. EUROCAST (1) Laurenz Tomandl, Thomas Jatschka, Günther R. Raidl, Tobias Rodemann
2024	B	`conf`	Bicriteria Optimisation of Average and Worst-Case Performance Using Coevolutionary Algorithms. CEC Alistair Benford, Markus Olhofer, Tobias Rodemann, Per Kristian Lehre
2024	—	`conf`	Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System. ISGT EUROPE Jens Engel, Thomas Schmitt, Tobias Rodemann, Jürgen Adamy
2024	J	`jnl`	Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System. CoRR Jens Engel, Thomas Schmitt, Tobias Rodemann, Jürgen Adamy
2024	—	`conf`	How Digital Twins Can Help to Accelerate the Transition to a Carbon-Neutral System. EUROCAST (3) Tobias Rodemann, Christiane Attig
2024	J	`jnl`	Scheduling jobs using queries to interactively learn human availability times. Comput. Oper. Res. Johannes Varga, Günther R. Raidl, Elina Rönnberg, Tobias Rodemann
2024	—	`conf`	Selecting User Queries in Interactive Job Scheduling. EUROCAST (1) Johannes Varga, Günther R. Raidl, Tobias Rodemann
2024	A	`conf`	Using Bayesian Optimization to Improve Hyperparameter Search in TPOT. GECCO Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
2023	B	`conf`	A Multilevel Optimization Approach for Large Scale Battery Exchange Station Location Planning. EvoCOP Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
2023	J	`jnl`	Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2023	A	`conf`	Hybridizing TPOT with Bayesian Optimization. GECCO Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
2023	J	`jnl`	Implicit Incorporation of Heuristics in MPC-Based Control of a Hydrogen Plant. CoRR Thomas Schmitt, Jens Engel, Martin Kopp, Tobias Rodemann
2023	—	`conf`	Interactive Job Scheduling with Partially Known Personnel Availabilities. OLA Johannes Varga, Günther R. Raidl, Elina Rönnberg, Tobias Rodemann
2023	J	`jnl`	Regression-Based Model Error Compensation for Hierarchical MPC Building Energy Management System. CoRR Thomas Schmitt, Jens Engel, Tobias Rodemann
2023	—	`conf`	Regression-Based Model Error Compensation for a Hierarchical MPC Building Energy Management System. CCTA Thomas Schmitt, Jens Engel, Tobias Rodemann
2023	—	`conf`	Speeding Up Logic-Based Benders Decomposition by Strengthening Cuts with Graph Neural Networks. LOD (1) Johannes Varga, Emil Karlsson, Günther R. Raidl, Elina Rönnberg, Fredrik Lindsten, Tobias Rodemann
2023	J	`jnl`	Surrogate-Assisted Many-Objective Optimization of Building Energy Management. IEEE Comput. Intell. Mag. Qiqi Liu, Felix Lanfermann, Tobias Rodemann, Markus Olhofer, Yaochu Jin
2022	—	`conf`	A Large Neighborhood Search for Battery Swapping Station Location Planning for Electric Scooters. EUROCAST Thomas Jatschka, Matthias Rauscher, Bernhard Kreutzer, Yusuke Okamoto, Hiroaki Kataoka, Tobias Rodemann, Günther R. Raidl
2022	J	`jnl`	An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems. IEEE Trans. Cybern. Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann, Guo Yu
2022	J	`jnl`	Hierarchical Economic Model Predictive Control Approach for a Building Energy Management System With Scenario-Driven EV Charging. IEEE Trans. Smart Grid Jens Engel, Thomas Schmitt, Tobias Rodemann, Jürgen Adamy
2022	J	`jnl`	Investigating the Use of Linear Programming and Evolutionary Algorithms for Multi-Objective Electric Vehicle Charging Problem. IEEE Access Hemant Kumar Singh, Tapabrata Ray, Md Juel Rana, Steffen Limmer, Tobias Rodemann, Markus Olhofer
2022	J	`jnl`	Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. Qiqi Liu, Ran Cheng, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2022	J	`jnl`	Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems. Knowl. Based Syst. Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2022	J	`jnl`	Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information. Appl. Soft Comput. Tapabrata Ray, Hemant Kumar Singh, Kamrul Hasan Rahi, Tobias Rodemann, Markus Olhofer
2021	J	`jnl`	A General Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. Algorithms Thomas Jatschka, Günther R. Raidl, Tobias Rodemann
2021	—	`conf`	PARODIS: One MPC framework to control them all. Almost. CCTA Thomas Schmitt, Jens Engel, Matthias Hoffmann, Tobias Rodemann
2020	J	`jnl`	A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks. IEEE Trans. Artif. Intell. Ye Tian, Shichen Peng, Xingyi Zhang, Tobias Rodemann, Kay Chen Tan, Yaochu Jin
2020	B	`conf`	Adversarial Optimization Approach for Development of Robust Controllers. EvoApplications Mohammed Baraq Mushtaq, Tobias Rodemann
2020	—	`conf`	Application of Pareto Optimization in an Economic Model Predictive Controlled Microgrid. MED Thomas Schmitt, Jens Engel, Tobias Rodemann, Jürgen Adamy
2020	—	`conf`	Distributing Battery Swapping Stations for Electric Scooters in an Urban Area. OPTIMA Thomas Jatschka, Fabio Francisco Oberweger, Tobias Rodemann, Günther R. Raidl
2020	J	`jnl`	Multi-objective model predictive control for microgrids. Autom. Thomas Schmitt, Tobias Rodemann, Jürgen Adamy
2020	B	`conf`	Online intensification of search around solutions of interest for multi/many-objective optimization. CEC Tapabrata Ray, Hemant Kumar Singh, Ahsanul Habib, Tobias Rodemann, Markus Olhofer
2019	B	`conf`	A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization. EvoApplications Tobias Rodemann
2019	B	`conf`	A Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. EvoCOP Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
2019	B	`conf`	Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts. CEC Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2019	—	`conf`	Automated Selection of Evolutionary Multi-objective Optimization Algorithms. SSCI Ye Tian, Shichen Peng, Tobias Rodemann, Xingyi Zhang, Yaochu Jin
2019	—	`conf`	Exploiting Similar Behavior of Users in a Cooperative Optimization Approach for Distributing Service Points in Mobility Applications. LOD Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
2019	—	`conf`	Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility. GECCO (Companion) Hemant Kumar Singh, Tapabrata Ray, Tobias Rodemann, Markus Olhofer
2019	—	`conf`	Simulation-Based Design and Evaluation of a Smart Energy Manager. EUROCAST (2) Tobias Rodemann, Kai Kitamura
2019	—	`conf`	VNS and PBIG as Optimization Cores in a Cooperative Optimization Approach for Distributing Service Points. EUROCAST (1) Thomas Jatschka, Tobias Rodemann, Günther R. Raidl
2018	B	`conf`	A Many-Objective Configuration Optimization for Building Energy Management. CEC Tobias Rodemann
2018	B	`conf`	Industrial Portfolio Management for Many-Objective Optimization Algorithms. CEC Tobias Rodemann
2018	B	`conf`	Robust Evolutionary Optimization Based on Coevolution. EvoApplications Steffen Limmer, Tobias Rodemann
2017	J	`jnl`	Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation. IEEE Trans. Emerg. Top. Comput. Intell. Ran Cheng, Tobias Rodemann, Michael Fischer, Markus Olhofer, Yaochu Jin
2017	—	`conf`	Multi-objective optimization of plug-in electric vehicle charging prices. SSCI Steffen Limmer, Tobias Rodemann
2017	—	`conf`	Using desirability functions for many-objective optimization of a hybrid car controller. GECCO (Companion) Yuka Ogino, Ryoya Iida, Tobias Rodemann
2016	—	`conf`	Automatic energy management controller design for hybrid electric vehicles. SSCI Tobias Rodemann, Lars Gräning, Ken Nishikawa
2016	—	`conf`	Can Evolutionary Algorithms Beat Dynamic Programming for Hybrid Car Control? EvoApplications (1) Tobias Rodemann, Ken Nishikawa
2015	B	`conf`	Many-Objective Optimization of a Hybrid Car Controller. EvoApplications Tobias Rodemann, Kaname Narukawa, Michael Fischer, Mohammed Awada
2013	A	`conf`	A comparison of different algorithms for the calculation of dominated hypervolumes. GECCO Christopher Priester, Kaname Narukawa, Tobias Rodemann
2013	J	`jnl`	Computational Audiovisual Scene Analysis in Online Adaptation of Audio-Motor Maps. IEEE Trans. Auton. Ment. Dev. Rujiao Yan, Tobias Rodemann, Britta Wrede
2013	J	`jnl`	Learning Information Acquisition for Multitasking Scenarios in Dynamic Environments. IEEE Trans. Auton. Ment. Dev. Cem Karaoguz, Tobias Rodemann, Britta Wrede, Christian Goerick
2012	—	`conf`	Examining the Performance of Evolutionary Many-Objective Optimization Algorithms on a Real-World Application. ICGEC Kaname Narukawa, Tobias Rodemann
2012	A	`conf`	Simple auditory and visual features for human-robot dialog scene analysis. IROS Rujiao Yan, Tobias Rodemann, Britta Wrede
2011	A	`conf`	Assessment of single-channel ego noise estimation methods. IROS Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Jun-ichi Imura, Keisuke Nakamura, Hirofumi Nakajima
2011	J	`jnl`	Ego noise cancellation of a robot using missing feature masks. Appl. Intell. Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
2011	A	`conf`	Incremental learning for ego noise estimation of a robot. IROS Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Jun-ichi Imura, Keisuke Nakamura, Hirofumi Nakajima
2011	—	`conf`	Learning of audiovisual integration. ICDL-EPIROB Rujiao Yan, Tobias Rodemann, Britta Wrede
2011	A	`conf`	Optimisation of gaze movement for multitasking using rewards. IROS Cem Karaoguz, Tobias Rodemann, Britta Wrede
2011	—	`conf`	Reward-based learning of optimal cue integration in audio and visual depth estimation. ICAR Cem Karaoguz, Thomas H. Weisswange, Tobias Rodemann, Britta Wrede, Constantin A. Rothkopf
2011	—	`conf`	Spectral cues to source position in robots with arbitrary ear shapes. ICAR Tobias Rodemann
2011	J	`jnl`	Whole Body Motion Noise Cancellation of a Robot for Improved Automatic Speech Recognition. Adv. Robotics Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
2010	A*	`conf`	A hybrid framework for ego noise cancellation of a robot. ICRA Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Yuji Hasegawa, Hiroshi Tsujino, Jun-ichi Imura
2010	A	`conf`	A robust speech recognition system against the ego noise of a robot. INTERSPEECH Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
2010	A	`conf`	A study on distance estimation in binaural sound localization. IROS Tobias Rodemann
2010	A	`conf`	An analysis of depth estimation within interaction range. IROS Cem Karaoguz, Andrew Dankers, Tobias Rodemann, Mark Dunn
2010	A	`conf`	Multi-talker speech recognition under ego-motion noise using Missing Feature Theory. IROS Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
2010	—	`conf`	Robust Ego Noise Suppression of a Robot. IEA/AIE (1) Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, Jun-ichi Imura
2009	A	`conf`	Audio proto objects for improved sound localization. IROS Tobias Rodemann, Frank Joublin, Christian Goerick
2009	A	`conf`	Ego noise suppression of a robot using template subtraction. IROS Gökhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Yuji Hasegawa, Hiroshi Tsujino, Jun-ichi Imura
2009	—	`conf`	Filtering environmental sounds using basic audio cues in robot audition. ICAR Tobias Rodemann, Frank Joublin, Christian Goerick
2009	—	`conf`	Interactive online multimodal association for internal concept building in humanoids. Humanoids Christian Goerick, Jens Schmüdderich, Bram Bolder, Herbert Janssen, Michael Gienger, Achim Bendig, Martin Heckmann, Tobias Rodemann, Holger Brandl, Xavier Domont, Inna Mikhailova
2009	—	`conf`	Online adaptation of gaze fixation for a stereo-vergence system with foveated vision. ICAR Cem Karaoguz, Mark Dunn, Tobias Rodemann, Christian Goerick
2009	B	`conf`	Teaching a humanoid robot: Headset-free speech interaction for audio-visual association learning. RO-MAN 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
2008	A	`conf`	Listen to the parrot: Demonstrating the quality of online pitch and formant extraction via feature-based resynthesis. IROS Martin Heckmann, Claudius Gläser, Miguel Vaz, Tobias Rodemann, Frank Joublin, Christian Goerick
2008	A	`conf`	Using binaural and spectral cues for azimuth and elevation localization. IROS Tobias Rodemann, Gökhan Ince, Frank Joublin, Christian Goerick
2007	A	`conf`	Purely auditory Online-adaptation of auditory-motor maps. IROS Tobias Rodemann, Kalina Karova, Frank Joublin, Christian Goerick
2007	—	`conf`	Towards incremental hierarchical behavior generation for humanoids. Humanoids Christian Goerick, Bram Bolder, Herbert Janssen, Michael Gienger, Hisashi Sugiura, Mark Dunn, Inna Mikhailova, Tobias Rodemann, Heiko Wersing, Stephan Kirstein
2006	A	`conf`	Auditory Inspired Binaural Robust Sound Source Localization in Echoic and Noisy Environments. IROS Martin Heckmann, Tobias Rodemann, Frank Joublin, Christian Goerick, Björn Schölling
2006	J	`jnl`	Continuous and robust saccade adaptation in a real-world environment. Künstliche Intell. Tobias Rodemann, Frank Joublin, Christian Goerick
2006	A	`conf`	Modeling the precedence effect for binaural sound source localization in noisy and echoic environments. INTERSPEECH Martin Heckmann, Tobias Rodemann, Björn Schölling, Frank Joublin, Christian Goerick
2006	A	`conf`	Real-time Sound Localization With a Binaural Head-system Using a Biologically-inspired Cue-triple Mapping. IROS Tobias Rodemann, Martin Heckmann, Frank Joublin, Christian Goerick, Björn Schölling
2003	J	`jnl`	Information processing with spiking neurons in a cortical architecture framework under the control of an oscillatory signal. Neurocomputing Tobias Rodemann, Edgar Körner
2001	J	`jnl`	Two separate processing streams in a cortical-type architecture. Neurocomputing Tobias Rodemann, Edgar Körner
1999	J	`jnl`	A model of computation in neocortical architecture. Neural Networks Edgar Körner, Marc-Oliver Gewaltig, Ursula Körner, Andreas Richter, Tobias Rodemann