Sven Tomforde

According to our database1, Sven Tomforde authored at least 114 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
Mutual Influence-aware Runtime Learning of Self-adaptation Behavior.
TAAS, 2019

Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields.
CoRR, 2019

On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes.
CoRR, 2019

From "Normal" to "Abnormal": A Concept for Determining Expected Self-Adaptation Behaviour.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Transfer Learning is a Crucial Capability of Intelligent Systems Self-Integrating at Runtime.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Emerging Self-Integration through Coordination of Autonomous Adaptive Systems.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Self-Improving System Integration - On a Definition and Characteristics of the Challenge.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

On learning in collective self-adaptive systems: state of practice and a 3D framework.
Proceedings of the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2019

The Organic Computing Doctoral Dissertation Colloquium: Status and Overview in 2019.
Proceedings of the INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik, 2019

Organic Computing Doctoral Dissertation Colloquium 2019.
Proceedings of the INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik, 2019

2018
Comparing the Effects of Disturbances in Self-adaptive Systems - A Generalised Approach for the Quantification of Robustness.
Trans. Computational Collective Intelligence, 2018

Collaborative Interactive Learning.
Informatik Spektrum, 2018

Self-Adaptive Multi-Sensor Activity Recognition Systems Based on Gaussian Mixture Models.
Informatics, 2018

A Concept for Proactive Knowledge Construction in Self-Learning Autonomous Systems.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

Security Issues in Self-Improving System Integration - Challenges and Solution Strategies.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

Aspects of Measuring and Evaluating the Integration Status of a (Sub-)System at Runtime.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

Self-Improving System Integration - Status and Challenges after Five Years of SISSY.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

Towards Cooperative Self-adapting Activity Recognition.
Proceedings of the 8th International Joint Conference on Pervasive and Embedded Computing and Communication Systems, 2018

Active Learning With Realistic Data - A Case Study.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Smart Device Stealing and CANDIES.
Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

Hijacked Smart Devices - Methodical Foundations for Autonomous Theft Awareness based on Activity Recognition and Novelty Detection.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2017
Socially-Sensitive Systems Design: Exploring Social Potential.
IEEE Technol. Soc. Mag., 2017

Interpolation in the eXtended Classifier System: An architectural perspective.
Journal of Systems Architecture - Embedded Systems Design, 2017

Identification and classification of agent behaviour at runtime in open, trust-based organic computing systems.
Journal of Systems Architecture - Embedded Systems Design, 2017

Organic Computing in the Spotlight.
CoRR, 2017

Self-Adaptation of Activity Recognition Systems to New Sensors.
CoRR, 2017

Learning to Learn: Dynamic Runtime Exploitation of Various Knowledge Sources and Machine Learning Paradigms.
Proceedings of the 2nd IEEE International Workshops on Foundations and Applications of Self* Systems, 2017

Self-learning Smart Cameras - Harnessing the Generalization Capability of XCS.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

On Methodological and Technological Challenges for Proactive Health Management in Smart Homes.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Measuring Self-organisation at Runtime - A Quantification Method based on Divergence Measures.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Quantitative Robustness - A Generalised Approach to Compare the Impact of Disturbances in Self-organising Systems.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Organic Computing - Technical Systems for Survival in the Real World
Birkhäuser, ISBN: 978-3-319-68477-2, 2017

2016
Controlling Negative Emergent Behavior by Graph Analysis at Runtime.
TAAS, 2016

An Organic Computing Approach to Self-Organizing Robot Ensembles.
Front. Robotics and AI, 2016

Forecast-augmented Route Guidance in Urban Traffic Networks based on Infrastructure Observations.
Proceedings of the International Conference on Vehicle Technology and Intelligent Transport Systems, 2016

Towards Autonomous Self-Tests at Runtime.
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

Bottom-Up Norm Adjustment in Open, Heterogeneous Agent Societies.
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

Goal-Oriented Holonics for Complex System (Self-)Integration: Concepts and Case Studies.
Proceedings of the 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2016

Cellular traffic offloading through network-assisted ad-hoc routing in cellular networks.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

Coverage-guided Intelligent Test Loop - A Concept for Applying Instrumented Testing to Self-organising Systems.
Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

An Organic Computing Perspective on Self-Improving System Interweaving at Runtime.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Dealing with Unforeseen Situations in the Context of Self-Adaptive Urban Traffic Control: How to Bridge the Gap.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Predictive Load Balancing in Cloud Computing Environments Based on Ensemble Forecasting.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Improving Reliability and Reducing Overhead in Low-Power Sensor Networks Using Trust and Forgiveness.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

An Evaluation of Two Trust-Based Autonomic/Organic Grid Computing Systems for Volunteer-Based Distributed Rendering.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Towards Self-Improving Activity Recognition Systems Based on Probabilistic, Generative Models.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Preface to SISSY 2016.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

A Mutual Influence-based Learning Algorithm.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Detecting Colluding Attackers in Distributed Grid Systems.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

A Threatmodel for Trust-based Systems Consisting of Open, Heterogeneous and Distributed Agents.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Comparison of Surveillance Strategies to Identify Undesirable Behaviour in Multi-Agent Systems.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Distributed resource allocation as co-evolution problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Interpolation-based classifier generation in XCSF.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Augmenting the Algorithmic Structure of XCS by Means of Interpolation.
Proceedings of the Architecture of Computing Systems - ARCS 2016, 2016

Comparison of Dependency Measures for the Detection of Mutual Influences in Organic Computing Systems.
Proceedings of the Architecture of Computing Systems - ARCS 2016, 2016

Runtime Clustering of Similarly Behaving Agents in Open Organic Computing Systems.
Proceedings of the Architecture of Computing Systems - ARCS 2016, 2016

An Organic Computing Approach to Resilient Traffic Management.
Proceedings of the Autonomic Road Transport Support Systems, 2016

Normative Control: Controlling Open Distributed Systems with Autonomous Entities.
Proceedings of the Trustworthy Open Self-Organising Systems, 2016

Trust Communities: An Open, Self-Organised Social Infrastructure of Autonomous Agents.
Proceedings of the Trustworthy Open Self-Organising Systems, 2016

2015
A Mutual Influence Detection Algorithm for Systems with Local Performance Measurement.
Proceedings of the 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems, 2015

Enhancing RPL for Robust and Efficient Routing in Challenging Environments.
Proceedings of the 2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2015

Cooperative Self-optimisation of Network Protocol Parameters at Runtime.
Proceedings of the ICINCO 2015, 2015

Addressing Challenges Beyond Classic Control with Organic Computing.
Proceedings of the ICINCO 2015, 2015

Detecting and Isolating Inconsistently Behaving Agents using an Intelligent Control Loop.
Proceedings of the ICINCO 2015, 2015

A building block for awareness in technical systems: Online novelty detection and reaction with an application in intrusion detection.
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015

Learning a Dynamic Re-combination Strategy of Forecast Techniques at Runtime.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Distributed Rendering in an Open Self-Organised Trusted Desktop Grid.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

An Accusation-Based Strategy to Handle Undesirable Behaviour in Multi-agent Systems.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Defending Autonomous Agents Against Attacks in Multi-Agent Systems Using Norms.
Proceedings of the ICAART 2015, 2015

Improving Reliability and Endurance Using End-to-End Trust in Distributed Low-Power Sensor Networks.
Proceedings of the Architecture of Computing Systems - ARCS 2015, 2015

Representation of Trust and Reputation in Self-Managed Computing Systems.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Incremental design of adaptive systems.
JAISE, 2014

Interwoven Systems.
Informatik Spektrum, 2014

OCbotics: An organic computing approach to collaborative robotic swarms.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

"Know Thyself" - Computational Self-Reflection in Intelligent Technical Systems.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014

A Graph Analysis Approach to Detect Attacks in Multi-agent Systems at Runtime.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

Advanced Attacks to Trusted Communities in Multi-agent Systems.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014

Robust Self-Monitoring in Trusted Desktop Grids for Self-Configuration at Runtime.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014

Interactive Simulation of an Open Trusted Desktop Grid System with Visualisation in 3D.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

Interwoven Systems: Self-Improving Systems Integration.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014

"Self-Improving System Integration" - Preface for the SISSY14 Workshop.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014

Load-aware Reconfiguration of LTE-Antennas - Dynamic Cell-phone Network Adaptation Using Organic Network Control.
Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

Implementing an Adaptive Higher Level Observer in Trusted Desktop Grid to Control Norms.
Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

Reinforcement Learning for Coverage Optimization Through PTZ Camera Alignment in Highly Dynamic Environments.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

Engineering and Mastering Interwoven Systems.
Proceedings of the ARCS 2014, 2014

Access-Centric In-Network Storage Optimization in Distributed Sensing Networks.
Proceedings of the Human Behavior Understanding in Networked Sensing, 2014

2013
Using a Neural Network for Forecasting in an Organic Traffic Control Management System.
Proceedings of the 2013 Workshop on Embedded Self-Organizing Systems, 2013

SmaCCS: Smart Camera Cloud Services - Towards an Intelligent Cloud-based Surveillance System.
Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

Incremental Design of Organic Computing Systems - Moving System Design from Design-Time to Runtime.
Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

A Concept for Securing Cyber-Physical Systems with Organic Computing Techniques.
Proceedings of the ARCS 2013, 2013

2012
Self-Organised Routing for Road Networks.
Proceedings of the Self-Organizing Systems - 6th IFIP TC 6 International Workshop, 2012

Flexibility in Organic Systems - Remarks on Mechanisms for Adapting System Goals at Runtime.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012

Organic Network Control.
Proceedings of the Biologically Inspired Networking and Sensing, 2012

2011
An architectural framework for self-configuration and self-improvement at runtime.
PhD thesis, 2011

A role-based imitation algorithm for the optimisation in dynamic fitness landscapes.
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011

Decentralised Route Guidance in Organic Traffic Control.
Proceedings of the 5th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2011

Evolving network protocols.
Proceedings of the 8th International Conference on Autonomic Computing, 2011

Restricted on-line learning in real-world systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Observation and Control of Organic Systems.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

Organic Traffic Control.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

Organic Network Control.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

2010
A Generic Architecture for Restricted On-line Learning of Network Protocol Parameters.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

Possibilities and limitations of decentralised traffic control systems.
Proceedings of the International Joint Conference on Neural Networks, 2010

Distributed Network Protocol Parameter Adaptation in Mobile Ad-Hoc Networks.
Proceedings of the Informatics in Control, Automation and Robotics, 2010

Dynamic Control of Mobile Ad-hoc Networks - Network Protocol Parameter Adaptation using Organic Network Control.
Proceedings of the ICINCO 2010, 2010

Adaptive Control of Sensor Networks.
Proceedings of the Autonomic and Trusted Computing - 7th International Conference, 2010

2009
Organic traffic light control for urban road networks.
IJAACS, 2009

Dynamic Control of Network Protocols - A New Vision for Future Self-organising Networks.
Proceedings of the ICINCO 2009, 2009

Visual Twittering Using Mobile Phones in Pervasive Environments.
Proceedings of the Informatik 2009: Im Focus das Leben, 2009

POWEA: A System for Automated Network Protocol Parameter Optimisation Using Evolutionary Algorithms.
Proceedings of the Informatik 2009: Im Focus das Leben, 2009

Towards an Organic Network Control System.
Proceedings of the Autonomic and Trusted Computing, 6th International Conference, 2009

2008
Decentralised Progressive Signal Systems for Organic Traffic Control.
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

Organic Control of Traffic Lights.
Proceedings of the Autonomic and Trusted Computing, 5th International Conference, 2008


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