Sven Tomforde

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 140

Top Venues

University of Hanover (PHD)

Education History

University of Hanover

PHD

Publications

Nikita Smirnov, Sven Tomforde
Exploring the Dynamics of Data Transmission in 5G Networks: A Conceptual Analysis. CoRR (2024)
Jakob Nazarenus, Simon Reichhuber, Manuel Amersdorfer, Lukas Elsner, Reinhard Koch, Sven Tomforde, Hossam Abbas
Learning Occlusions in Robotic Systems: How to Prevent Robots from Hiding Themselves. ICAART (2) (2024)
Malte Lehna, Mohamed Hassouna, Dmitry Degtyar, Sven Tomforde, Christoph Scholz
Fault Detection for agents on power grid topology optimization: A Comprehensive analysis. CoRR (2024)
Malte Lehna, Clara Holzhüter, Sven Tomforde, Christoph Scholz
HUGO - Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach. CoRR (2024)
Nikita Smirnov, Sven Tomforde
Real-time rate control of WebRTC video streams in 5G networks: Improving quality of experience with Deep Reinforcement Learning. J. Syst. Archit. 148 (2024)
Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz
BirdSet: A Multi-Task Benchmark for Classification in Avian Bioacoustics. CoRR (2024)
Connor Schönberner, Sven Tomforde
XCS: Is Covering All You Need? GECCO Companion (2024)
Michel Spils, Sven Tomforde
An Optimised Ensemble Approach for Multivariate Multi-Step Forecasts Using the Example of Flood Levels. ICAART (2) (2024)
Md Faisal Kabir, Sven Tomforde
A Deep Analysis for Medical Emergency Missing Value Imputation. ICAART (3) (2024)
Ghassan Al-Falouji, Shang Gao, Lukas Haschke, Dirk Nowotka, Sven Tomforde
Enhancing Maritime Behaviour Analysis Through Novel Feature Engineering and Digital Shadow Modelling: A Case Study in the Kiel Fjord. ARCS (2024)
Ghassan Al-Falouji, Lukas Haschke, Dirk Nowotka, Sven Tomforde
Self-Explanation as a Basis for Self-Integration - The Autonomous Passenger Ferry Scenario. ACSOS-C (2023)
Simon Reichhuber, Sven Tomforde
Exotic Bets: Evolutionary Computing Coupled with Bet Mechanisms for Model Selection. ICAART (2) (2023)
Sven Tomforde, Yanneck Ohl, Ingo Thomsen
Incident-Aware Distributed Signal Systems in Self-Organised Traffic Control Systems. VEHITS (2023)
Tobias Weiss, Simon Reichhuber, Sven Tomforde
From Simulated to Real Environments: Q-Learning for MAZE-Navigation of a TurtleBot. ICAISC (2) (2023)
Sören Striewski, Ingo Thomsen, Sven Tomforde
Approaches to Automatic Road Traffic Incident Detection and Incident Forecasting. VEHITS (2023)
Martin Goller, Ingo Thomsen, Ghassan Al-Falouji, Sven Tomforde
Abnormal Behaviour Detection of Self-Adaptive Agents in Traffic Environments. ACSOS-C (2023)
Anthony Stein, Sven Tomforde, Jean Botev, Peter R. Lewis
Special Issue on Lifelike Computing Systems. Artif. Life 29 (4) (2023)
Ingo Thomsen, Torben Brennecke, Sven Tomforde
Distributed Collaborative Incident Validation in a Self-Organised Traffic Control System. VEHITS (2023)
Martin Goller, Sven Tomforde
A Quantification Approach for Transferability in Lifelike Computing Systems. CoRR (2023)
Konstantin Piliuk, Sven Tomforde
Artificial intelligence in emergency medicine. A systematic literature review. Int. J. Medical Informatics 180 (2023)
Raphael Schwinger, Ghassan Al-Falouji, Sven Tomforde
Autonomous Ship Collision Avoidance Trained on Observational Data. ARCS (2023)
Malte Lehna, Jan Viebahn, Christoph Scholz, Antoine Marot, Sven Tomforde
Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents. CoRR (2023)
Lukas Rauch, Raphael Schwinger, Moritz Wirth, Bernhard Sick, Sven Tomforde, Christoph Scholz
Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers. CoRR (2023)
Nikita Smirnov, Sven Tomforde
Real-Time Data Transmission Optimization on 5G Remote-Controlled Units Using Deep Reinforcement Learning. ARCS (2023)
Ghassan Al-Falouji, Tom Beyer, Sven Tomforde
From Social Robots to Autonomous Surface Vessels' Navigation. ACSOS-C (2023)
Simon Reichhuber, Sven Tomforde
Active Reinforcement Learning - A Roadmap Towards Curious Classifier Systems for Self-Adaptation. CoRR (2022)
Martin Goller, Sven Tomforde
Runtime Assessment of the Parameter Utilisation in Adaptive Systems. PerCom Workshops (2022)
Sören Christensen, Sven Tomforde
Reinforcement learning as a basis for cross domain fusion of heterogeneous data. Inform. Spektrum 45 (5) (2022)
Connor Schönberner, Sven Tomforde
Deep Reinforcement Learning with a Classifier System - First Steps. ARCS (2022)
Michael Meyer, Marc Unzueta, Georg Kuschk, Sven Tomforde
Ego-Motion Compensation of Range-Beam-Doppler Radar Data for Object Detection. ECCV Workshops (1) (2022)
Ghassan Al-Falouji, Christian Gruhl, Torben Neumann, Sven Tomforde
A Heuristic for an Online Applicability of Anomaly Detection Techniques. ACSOS-C (2022)
Christian Krupitzer, Christian Gruhl, Bernhard Sick, Sven Tomforde
Proactive hybrid learning and optimisation in self-adaptive systems: The swarm-fleet infrastructure scenario. Inf. Softw. Technol. 145 (2022)
Sven Tomforde, Ingo Thomsen
A Concept for Collaborative Incident Validation in a Self-organised Traffic Management System. VEHITS (2022)
Christian Gruhl, Sven Tomforde, Bernhard Sick
Self-Aware Microsystems. ACSOS-C (2022)
Nikita Smirnov, Sven Tomforde
Navigation Support for an Autonomous Ferry Using Deep Reinforcement Learning in Simulated Maritime Environments. CogSIMA (2022)
Sören Christensen, Sven Tomforde
Reinforcement learning as a basis for cross domain fusion of heterogeneous data. Inform. Spektrum 45 (4) (2022)
Ingo Thomsen, Sven Tomforde
Intersection-centric Urban Traffic Flow Clustering for Incident Detection in Organic Traffic Control. VEHITS (2022)
Martin Goller, Sven Tomforde
Identifying Adaptation Changes in Collections of Self-Adaptive Systems. ACSOS-C (2022)
Simon Reichhuber, Sven Tomforde
Evolving Gaussian Mixture Models for Classification. ICAART (3) (2022)
Lukas Esterle, Cláudio Gomes, Mirgita Frasheri, Henrik Ejersbo, Sven Tomforde, Peter Gorm Larsen
Digital twins for collaboration and self-integration. ACSOS-C (2021)
Anthony Stein, Sven Tomforde, Jean Botev, Peter R. Lewis
Lifelike Computing Systems. LIFELIKE (2021)
Inga Löser, Martin Braun, Christian Gruhl, Jan-Hendrik Menke, Bernhard Sick, Sven Tomforde
Towards Organic Distribution Systems - The Vision of Self-Configuring, Self-Organising, Self-Healing, and Self-Optimising Power Distribution Management. CoRR (2021)
Ghassan Al-Falouji, Christian Gruhl, Sven Tomforde
Digital Shadows in Self-Improving System Integration: A Concept U sing Generative Modelling. ACSOS-C (2021)
Michael Meyer, Georg Kuschk, Sven Tomforde
Graph Convolutional Networks for 3D Object Detection on Radar Data. ICCVW (2021)
Martin Goller, Sven Tomforde
On the stability of (self-)adaptive behaviour in continuously changing environments: A quantification approach. Array 11 (2021)
Martin Goller, Sven Tomforde
A Concept for Self-Explanation of Macro-Level Behaviourin Lifelike Computing Systems. LIFELIKE (2021)
Sven Tomforde, Martin Goller
Beyond Homeostasis: A Novel Approach for Assessing the Stability and Coherence of Self-Adaptive Systems. DASC/PiCom/CBDCom/CyberSciTech (2021)
Kirstie L. Bellman, Jean Botev, Ada Diaconescu, Lukas Esterle, Christian Gruhl, Christopher Landauer, Peter R. Lewis, Phyllis R. Nelson, Evangelos Pournaras, Anthony Stein, Sven Tomforde
Self-improving system integration: Mastering continuous change. Future Gener. Comput. Syst. 117 (2021)
Heiko Hamann, Julian Schwarzat, Ingo Thomsen, Sven Tomforde
A Self-organising System Combining Self-adaptive Traffic Control and Urban Platooning: A Concept for Autonomous Driving. VEHITS (2021)
Sven Tomforde, Martin Goller
Assessment of Configuration Stability and Variability in Collections of Self-Adaptive Systems. ACSOS-C (2021)
Colin Clausen, Simon Reichhuber, Ingo Thomsen, Sven Tomforde
Improvements to Increase the Efficiency of the AlphaZero Algorithm: A Case Study in the Game 'Connect 4'. ICAART (2) (2021)
Christian Gruhl, Bernhard Sick, Sven Tomforde
Novelty detection in continuously changing environments. Future Gener. Comput. Syst. 114 (2021)
Kirstie L. Bellman, Ada Diaconescu, Sven Tomforde
Special issue on "self-improving self integration". Future Gener. Comput. Syst. 119 (2021)
Simon Reichhuber, Sven Tomforde
Bet-based Evolutionary Algorithms: Self-improving Dynamics in Offspring Generation. ICAART (2) (2021)
Anthony Stein, Sven Tomforde
Reflective Learning Classifier Systems for Self-Adaptive and Self-Organising Agents. ACSOS-C (2021)
Ingo Thomsen, Sven Tomforde
Detecting Extended Incidents in Urban Road Networks for Organic Traffic Control Using Density-Based Clustering of Traffic Flows. SMARTGREENS/VEHITS (Selected Papers) (2021)
Christian Gruhl, Sven Tomforde
OHODIN - Online Anomaly Detection for Data Streams. ACSOS-C (2021)
Ingo Thomsen, Yannick Zapfe, Sven Tomforde
Urban Traffic Incident Detection for Organic Traffic Control: A Density-based Clustering Approach. VEHITS (2021)
Kirstie L. Bellman, Sven Tomforde
Lifelike Systems Need Some Kind of a Skin: First Thoughts on Cyberskin Capabilities. LIFELIKE (2021)
Sven Tomforde, Timothy Wood, Jan-Philipp Steghöfer
Introduction to the Special Issue with Selected Papers of The International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) 2020. ACM Trans. Auton. Adapt. Syst. 15 (4) (2020)
Simon Reichhuber, Sven Tomforde
Opportunistic Meta-Learning: A Case Study for Quality Assurance in Industry 4.0 Environments. ACSOS Companion (2020)
Sven Tomforde, Martin Goller
To Adapt or Not to Adapt: A Quantification Technique for Measuring an Expected Degree of Self-Adaptation. Comput. 9 (1) (2020)
Christian Gruhl, Jörn Schmeißing, Sven Tomforde, Bernhard Sick
Normal-Wishart Clustering for Novelty Detection. ACSOS Companion (2020)
Mirko D'Angelo, Sona Ghahremani, Simos Gerasimou, Johannes Grohmann, Ingrid Nunes, Sven Tomforde, Evangelos Pournaras
Learning to Learn in Collective Adaptive Systems: Mining Design Patterns for Data-driven Reasoning. ACSOS Companion (2020)
Michael Meyer, Georg Kuschk, Sven Tomforde
Complex-Valued Convolutional Neural Networks for Automotive Scene Classification Based on Range-Beam-Doppler Tensors. ITSC (2020)
Sven Tomforde, Christian Gruhl, Bernhard Sick
A Swarm-fleet Infrastructure as a Scenario for Proactive, Hybrid Adaptation of System Behaviour. ACSOS Companion (2020)
Sven Tomforde, Christian Gruhl
Fairness, Performance, and Robustness: Is There a CAP Theorem for Self-adaptive and Self-organising Systems? ACSOS Companion (2020)
Martin Goller, Sven Tomforde
Towards a Continuous Assessment of Stability in (Self-)Adaptation Behaviour. ACSOS Companion (2020)
Simon Reichhuber, Sven Tomforde
Opportunistic Knowledge Adaption in Self-Learning Systems. ACSOS Companion (2020)
Mirko D'Angelo, Sona Ghahremani, Simos Gerasimou, Johannes Grohmann, Ingrid Nunes, Sven Tomforde, Evangelos Pournaras
Learning to Learn in Collective Adaptive Systems: Mining Design Patterns for Data-driven Reasoning. CoRR (2020)
Sven Tomforde
From "Normal" to "Abnormal": A Concept for Determining Expected Self-Adaptation Behaviour. FAS*W@SASO/ICAC (2019)
Stefan Rudolph, Sven Tomforde, Jörg Hähner
Mutual Influence-aware Runtime Learning of Self-adaptation Behavior. ACM Trans. Auton. Adapt. Syst. 14 (1) (2019)
Mirko D'Angelo, Simos Gerasimou, Sona Ghahremani, Johannes Grohmann, Ingrid Nunes, Evangelos Pournaras, Sven Tomforde
On learning in collective self-adaptive systems: state of practice and a 3D framework. SEAMS@ICSE (2019)
Christian Krupitzer, Sven Tomforde
The Organic Computing Doctoral Dissertation Colloquium: Status and Overview in 2019. GI-Jahrestagung (Workshops) (2019)
Anthony Stein, Sven Tomforde
Transfer Learning is a Crucial Capability of Intelligent Systems Self-Integrating at Runtime. FAS*W@SASO/ICAC (2019)
Chloe M. Barnes, Kirstie L. Bellman, Jean Botev, Ada Diaconescu, Lukas Esterle, Christian Gruhl, Christopher Landauer, Peter R. Lewis, Phyllis R. Nelson, Anthony Stein, Christopher Stewart, Sven Tomforde
CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed. FAS*W@SASO/ICAC (2019)
Veronika Lesch, Christian Krupitzer, Sven Tomforde
Emerging Self-Integration through Coordination of Autonomous Adaptive Systems. FAS*W@SASO/ICAC (2019)
Kirstie L. Bellman, Christian Gruhl, Christopher Landauer, Sven Tomforde
Self-Improving System Integration - On a Definition and Characteristics of the Challenge. FAS*W@SASO/ICAC (2019)
Tom Hanika, Marek Herde, Jochen Kuhn, Jan Marco Leimeister, Paul Lukowicz, Sarah Oeste-Reiß, Albrecht Schmidt, Bernhard Sick, Gerd Stumme, Sven Tomforde, Katharina Anna Zweig
Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields. CoRR (2019)
Stefan Rudolph, Sven Tomforde, Jörg Hähner
On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes. CoRR (2019)
Christian Krupitzer, Sven Tomforde
Organic Computing Doctoral Dissertation Colloquium 2019. GI-Jahrestagung (Workshops) (2019)
Ada Diaconescu, Sven Tomforde, Christian Müller-Schloer
Holonic Cellular Automata: Modelling Multi-level Self-organisation of Structure and Behaviour. ALIFE (2018)
Martin Jänicke, Bernhard Sick, Sven Tomforde
Self-Adaptive Multi-Sensor Activity Recognition Systems Based on Gaussian Mixture Models. Informatics 5 (3) (2018)
Anthony Stein, Sven Tomforde, Ada Diaconescu, Jörg Hähner, Christian Müller-Schloer
A Concept for Proactive Knowledge Construction in Self-Learning Autonomous Systems. FAS*W@SASO/ICAC (2018)
Sven Tomforde, Jan Kantert, Christian Müller-Schloer, Sebastian Bödelt, Bernhard Sick
Comparing the Effects of Disturbances in Self-adaptive Systems - A Generalised Approach for the Quantification of Robustness. Trans. Comput. Collect. Intell. 28 (2018)
Andreas Jahn, Sven Tomforde, Michel Morold, Klaus David, Bernhard Sick
Towards Cooperative Self-adapting Activity Recognition. PECCS (2018)
Martin Jänicke, Viktor Schmidt, Bernhard Sick, Sven Tomforde, Paul Lukowicz
Hijacked Smart Devices - Methodical Foundations for Autonomous Theft Awareness based on Activity Recognition and Novelty Detection. ICAART (2) (2018)
Bernhard Sick, Sarah Oeste-Reiß, Albrecht Schmidt, Sven Tomforde, Katharina Anna Zweig
Collaborative Interactive Learning. Inform. Spektrum 41 (1) (2018)
Henner Heck, Bernhard Sick, Sven Tomforde
Security Issues in Self-Improving System Integration - Challenges and Solution Strategies. FAS*W@SASO/ICAC (2018)
Martin Jänicke, Viktor Schmidt, Bernhard Sick, Sven Tomforde, Paul Lukowicz, Jörn Schmeißing
Smart Device Stealing and CANDIES. ICAART (Revised Selected Papers) (2018)
Kirstie L. Bellman, Jean Botev, Ada Diaconescu, Lukas Esterle, Christian Gruhl, Christopher Landauer, Peter R. Lewis, Anthony Stein, Sven Tomforde, Rolf P. Würtz
Self-Improving System Integration - Status and Challenges after Five Years of SISSY. FAS*W@SASO/ICAC (2018)
Adrian Calma, Moritz Stolz, Daniel Kottke, Sven Tomforde, Bernhard Sick
Active Learning With Realistic Data - A Case Study. IJCNN (2018)
Theresa Kromat, Tobias Dehling, Reinhold Haux, Christoph Peters, Bernhard Sick, Sven Tomforde, Klaus-Hendrik Wolf, Ali Sunyaev
Gestaltungsraum für proaktive Smart Homes zur Gesundheitsförderung. MKWI (2018)
Christian Gruhl, Sven Tomforde, Bernhard Sick
Aspects of Measuring and Evaluating the Integration Status of a (Sub-)System at Runtime. FAS*W@SASO/ICAC (2018)
David Bannach, Martin Jänicke, Vitor F. Rey, Sven Tomforde, Bernhard Sick, Paul Lukowicz
Self-Adaptation of Activity Recognition Systems to New Sensors. CoRR (2017)
Anthony Stein, Stefan Rudolph, Sven Tomforde, Jörg Hähner
Self-learning Smart Cameras - Harnessing the Generalization Capability of XCS. IJCCI (2017)
Sven Tomforde, Jan Kantert, Bernhard Sick
Measuring Self-organisation at Runtime - A Quantification Method based on Divergence Measures. ICAART (1) (2017)
Anthony Stein, Dominik Rauh, Sven Tomforde, Jörg Hähner
Interpolation in the eXtended Classifier System: An architectural perspective. J. Syst. Archit. 75 (2017)
Kirstie L. Bellman, Jean Botev, Hanno Hildmann, Peter R. Lewis, Stephen Marsh, Jeremy Pitt, Ingo Scholtes, Sven Tomforde
Socially-Sensitive Systems Design: Exploring Social Potential. IEEE Technol. Soc. Mag. 36 (3) (2017)
Sven Tomforde, Bernhard Sick, Christian Müller-Schloer
Organic Computing in the Spotlight. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sven Tomforde