Werner Brockmann

Affiliations:
  • University of Osnabrück, Germany


According to our database1, Werner Brockmann authored at least 46 papers between 1991 and 2015.

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

Timeline

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Bibliography

2015
On-line learning with minimized change of the global mapping.
Evol. Syst., 2015

Incremental Learning on Decorrelated Approximators.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Robustification of Self-Optimising Systems via Explicit Treatment of Uncertain Information.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
Reliable localized on-line learning in non-stationary environments.
Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

2013
The Incremental Risk Functional: Basics of a Novel Incremental Learning Approach.
Proceedings of the IEEE International Conference on Systems, 2013

Stable On-Line Learning with Optimized Local Learning, But Minimal Change of the Global Output.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

A Generic Architecture for Robust Automatic Detection and Suppression of Sub-Harmonics.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

COBRA - A Generic Architecture for Robust Treatment of Uncertain Information.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

2012
A Structured View on Sources of Uncertainty in Supervised Learning.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Classification of Uncertain Data: An Application in Nondestructive Testing.
Proceedings of the Advances in Computational Intelligence, 2012

Uncertainty and Trust Estimation in Incrementally Learning Function Approximation.
Proceedings of the Advances on Computational Intelligence, 2012

2011
Controlling the Learning Dynamics of Interacting Self-Adapting Systems.
Proceedings of the 5th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2011

Incorporating Dynamic Uncertainties into a Fuzzy Classifier.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Tackling uncertainties in self-optimizing systems by strategy blending.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

Trusted learner: An improved algorithm for trusted incremental function approximation.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2011

Application of the Organic Robot Control Architecture ORCA to the Six-Legged Walking Robot OSCAR.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

A Framework for Controlled Self-optimisation in Modular System Architectures.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

ORCA: An Organic Robot Control Architecture.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

Trust Management - Handling Uncertainties in Embedded Systems.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

2010
A generic concept to increase the robustness of embedded systems by trust management.
Proceedings of the IEEE International Conference on Systems, 2010

Incremental regularization to compensate biased teachers in incremental learning.
Proceedings of the FUZZ-IEEE 2010, 2010

A concept of a trust management architecture to increase the robustness of nano age devices.
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2010), Chicago, Illinois, USA, June 28, 2010

2009
Enforcing Local Properties in Online Learning First Order TS-fuzzy Systems by Incremental Regularization.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Formale Eigenschaften des SILKE-Ansatzes zur Kontrolle selbstoptimierender Systeme.
Proceedings of the 38. Jahrestagung der Gesellschaft für Informatik, Beherrschbare Systeme, 2008

Instantaneous anomaly detection in online learning fuzzy systems.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

Stable Classification in Environments with Varying Degrees of Uncertainty.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007
Concept for Controlled Self-optimization in Online Learning Neuro-fuzzy Systems.
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007

Stabilizing the Convergence of Online-Learning in Neuro-Fuzzy Systems by an Immune System-inspired Approach.
Proceedings of the FUZZ-IEEE 2007, 2007

Modellierung von Anomalien in einer modularen Roboter-Steuerung.
Proceedings of the Autonome Mobile Systeme 2007, 2007

2006
A system for rotational velocity computation from image sequences.
Image Vis. Comput., 2006

ORCA - Towards an Organic Robotic Control Architecture.
Proceedings of the Self-Organizing Systems, First International Workshop, 2006

2005
Concept for Energy-autarkic, Autonomous Climbing Robots.
Proceedings of the Climbing and Walking Robots, 2005

2003
Robucation: Using Mobile Robots for Sophisticated Student Education.
Proceedings of the IASTED International Conference Robotics and Applications, 2003

2000
Neuro-fuzzy approach for modeling complex functional mappings.
Proceedings of the IEEE International Conference on Systems, 2000

Use of the walking machine Flat Freddy in computer science education.
Proceedings of the IEEE International Conference on Systems, 2000

1999
Modellierung der kortikalen Steuerung von Blicksakkaden bei der visuellen Exploration.
Künstliche Intell., 1999

Function approximation with decomposed fuzzy systems.
Fuzzy Sets Syst., 1999

1998
Analyse von Augenhintergrundbildern zur Bewertung des Erfolges von Operationen an der Macula pucker.
Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1998

1996
Rule-Based Routing in Massively Parallel Systems.
Proceedings of the 4th Euromicro Workshop on Parallel and Distributed Processing (PDP '96), 1996

NetFAN-a structured adaptive fuzzy approach.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1994
On the Role of Machine Learning in Knowledge-Based Control.
Proceedings of the Machine Learning: ECML-94, 1994

Comparison of Fuzzy, Rule-Based, and Conventional Process Control.
Proceedings of the Postprint Volume from the IFAC Symposium on Artificial Intelligence in Real-Time Control, 1994

1992
Wissensorientierte Echtzeitsysteme am Beispiel nicht-numerischer Regelungen.
PhD thesis, 1992

Combining Real-Time eith Knowledge Processing Techniques.
Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992

1991
Architektur für eine echtzeitfähige Wissensverarbeitung.
Künstliche Intell., 1991

Real-time architecture for knowledge processing systems.
Proceedings of the Euromicro '91 Workshop on Real Time Systems, 1991


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