Carsten Elfers

According to our database, Carsten Elfers authored at least 11 papers between 2007 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Intelligent monitoring with background knowledge.

Kai-Oliver Detken, Stefan Edelkamp, Carsten Elfers, Malte Humann, Thomas Rix

Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

2014

Event correlation using conditional exponential models with tolerant pattern matching applied to incident detection.

Carsten Elfers

PhD thesis, 2014

2013

Combining Conditional Random Fields and Background Knowledge for Improved Cyber Security.

Carsten Elfers, Stefan Edelkamp, Hartmut Messerschmidt

Proceedings of the KI 2013: Advances in Artificial Intelligence, 2013

2012

Issues with Partially Matching Feature Functions in Conditional Exponential Models.

Carsten Elfers, Hartmut Messerschmidt, Otthein Herzog

Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

Efficient Tolerant Pattern Matching with Constraint Abstractions in Description Logic.

Carsten Elfers, Stefan Edelkamp, Otthein Herzog

Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

2011

Unternehmensübergreifender Austausch von sicherheitsrelevantem Wissen.

Henk Birkholz, Carsten Elfers, Bernd Samjeske, Karsten Sohr

Datenschutz und Datensicherheit, 2011

2010

Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection.

Carsten Elfers, Mirko Horstmann, Karsten Sohr, Otthein Herzog

Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

Learning and Prediction based on a Relational Hidden Markov Model.

Carsten Elfers, Thomas Wagner

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

2008

Qualitative Abstraction and Inherent Uncertainty in Scene Recognition.

Carsten Elfers, Otthein Herzog, Andrea Miene, Thomas Wagner

Proceedings of the Logic and Probability for Scene Interpretation, 24.02. - 29.02.2008, 2008

2007

Intuitive Plan Construction and Adaptive Plan Selection.

Kai Stoye, Carsten Elfers

Proceedings of the RoboCup 2007: Robot Soccer World Cup XI, 2007

Incremental Generation of Abductive Explanations for Tactical Behavior.

Thomas Wagner, Tjorben Bogon, Carsten Elfers

Proceedings of the Workshop on Behaviour Monitoring and Interpretation BMI 2007, 2007