Incremental Generation of Abductive Explanations for Tactical Behavior. - Thomas Wagner 005; Tjorben Bogon; Carsten Elfers (BMI, 2007)

Intuitive Plan Construction and Adaptive Plan Selection. - Kai Stoye; Carsten Elfers (RoboCup, 2007)

Qualitative Abstraction and Inherent Uncertainty in Scene Recognition. - Carsten Elfers; Otthein Herzog; Andrea Miene; Thomas Wagner 003 (Logic and Probability for Scene Interpretation, 2008)

Learning and Prediction based on a Relational Hidden Markov Model. - Carsten Elfers; Thomas Wagner 005 (ICAART (1), 2010)

Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection. - Carsten Elfers; Mirko Horstmann; Karsten Sohr; Otthein Herzog (IDEAL, 2010)

Unternehmensübergreifender Austausch von sicherheitsrelevantem Wissen. - Henk Birkholz; Carsten Elfers; Bernd Samjeske; Karsten Sohr (Datenschutz und Datensicherheit, 2011)

Efficient Tolerant Pattern Matching with Constraint Abstractions in Description Logic. - Carsten Elfers; Stefan Edelkamp; Otthein Herzog (ICAART (1), 2012)

Issues with Partially Matching Feature Functions in Conditional Exponential Models. - Carsten Elfers; Hartmut Messerschmidt; Otthein Herzog (ICAART (1), 2012)

Combining Conditional Random Fields and Background Knowledge for Improved Cyber Security. - Carsten Elfers; Stefan Edelkamp; Hartmut Messerschmidt (KI, 2013)

Event correlation using conditional exponential models with tolerant pattern matching applied to incident detection. - Carsten Elfers (Shaker, 2014)

Intelligent monitoring with background knowledge. - Kai-Oliver Detken; Stefan Edelkamp; Carsten Elfers; Malte Humann; Thomas Rix (IDAACS, 2015)