Selected Publications

Martin Nyolt, Frank Krüger, Kristina Yordanova, Albert Hein and Thomas Kirste, Marginal filtering in large state spaces, in: International Journal of Approximate Reasoning, volume 61, 61(16--32), 2015.

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Sebastian Bader, Frank Krüger and Thomas Kirste, Computational Causal Behaviour Models for Assisted Manufacturing, in: Proc. of 2nd International Workshop on Sensor-based Activity Recognition and Interaction (IWOAR'15), ACM, 2015. ISBN: 978-1-4503-3454-9/15/06

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Philipp Koldrack, Ron Henkel, Frank Krüger, Stefan Teipel and Thomas Kirste, Supporting Situation Awareness of Dementia Patients in Outdoor Environments, in: Pervasive Health 2015, 2015.

Frank Krüger, Albert Hein, Kristina Yordanova and Thomas Kirste, Recognising the actions during cooking task (Cooking task dataset), University Library, University of Rostock, 2015.

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Frank Krüger, Martin Nyolt, Kristina Yordanova, Albert Hein and Thomas Kirste, Computational State Space Models for Activity and Intention Recognition. A Feasibility Study., in: PLoS One, 2014. in print

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Albert Hein, Frank Krüger, Kristina Yordanova and Thomas Kirste, Towards causally correct annotation for activity recognition, in: WOAR 2014: Workshop on Sensor-based Activity Recognition, pages 31--38, Fraunhofer-Verlag, 2014. ISBN: 978-3-8396-0792-3

Frank Krüger, Martin Kasparick, Thomas Mundt and Thomas Kirste, Where are my colleagues and why? Tracking multiple persons in indoor environments, in: 10th International Conference on Intelligent Environments (IE), 2014, 2014.

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Frank Krüger, Kristina Yordanova, Albert Hein and Thomas Kirste, Plan Synthesis for Probabilistic Activity Recognition, in: Proceedings of the 5th International Conference on Agents and Artificial Intelligence (ICAART 2013), pages 283 - 288, 2013.

Mario Aehnelt, Sebastian Bader, Gernot Ruscher, Frank Krüger, Bodo Urban and Thomas Kirste, Situation Aware Interaction with Multi-modal Business Applications in Smart Environments, in: Proceedings of the 15th International Conference on Human-Computer Interaction (HCII 2013) of Lecture {Notes} in {Computer} {Science}, pages 413--422, Springer Berlin Heidelberg, 2013. ISBN: 978-3-642-39225-2

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Frank Krüger, Kristina Yordanova, Christoph Burghardt and Thomas Kirste, Towards Creating Assistive Software by Employing Human Behavior Models, in: Davy Preuveneers, Paulo Novais and Juan M. Corchado (Hrsg.), Journal of Ambient Intelligence and Smart Environments, volume 4, 4:3(209-226), 2012.

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Kristina Yordanova, Frank Krüger and Thomas Kirste, Context Aware Approach for Activity Recognition Based-on Precondition-Effect Rules, in: 9th IEEE Workshop on Context Modeling and Reasoning (CoMoRea'12) at the 10th IEEE International Conference on Pervasive Computing and Communication (PerCom'12), pages 602 -607, 2012.

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Frank Krüger, Alexander Steiniger, Sebastian Bader and Thomas Kirste, Evaluating the robustness of activity recognition using computational causal behavior models, in: Anind K. Dey, Hao-Hua Chu and Gillian Hayes (Hrsg.), Proceedings of the 2012 ACM Conference on Ubiquitous Computing (UbiComp '12), pages 1066--1074, ACM Press, 2012. ISBN: 978-1-4503-1224-0

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Alexander Steiniger, Frank Krüger and Adelinde Uhrmacher, Modeling Agents and their Environment in Multi-Level-DEVS, in: Christoph Laroque, Jan Himmelspach, Raghu Pasupathy, Oliver Rose and Adelinde Uhrmacher (Hrsg.), Proceedings of the 2012 Winter Simulation Conference, pages 233, Institute of Electrical and Electronics Engineers, Inc., 2012.

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Kristina Yordanova, Frank Krüger and Thomas Kirste, Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules, in: Proceedings of the 35th German Conference on Artificial Intelligence, pages 257-261, 2012.

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Kristina Yordanova, Frank Krüger and Thomas Kirste, Tool Support for Activity Recognition with Computational Causal Behaviour Models, in: Proceedings of the 35th German Conference on Artificial Intelligence, pages 561-573, 2012.

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Frank Krüger, Kristina Yordanova and Thomas Kirste, Tool Support for Probabilistic Intention Recognition using Plan Synthesis, in: Proceedings of the 3rd international joint conference on Ambient Intelligence, pages 439-444, 2012.

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Frank Krüger, Kristina Yordanova, Veit Köppen and Thomas Kirste, Towards Tool Support for Computational Causal Behavior Models for Activity Recognition, in: Proceedings of the 1st Workshop: "Situation-Aware Assistant Systems Engineering: Requirements, Methods, and Challenges" (SeASE 2012) held at Informatik 2012, pages 561-572, 2012.

Thomas Mundt, Frank Krüger and Till Wollenberg, Who refuses to wash hands? Privacy issues in modern house installation networks, in: Seventh international IEEE Conference on Broadband and Wireless Computing, Communication and Appliacations, 2012.

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Thomas Kirste and Frank Krüger, CCBM ? A tool for activity recognition using Computational Causal Behavior Models, Universität Rostock, number 0944-5900, ISSN, 2012.

Frank Krüger, Gernot Ruscher, Sebastian Bader and Thomas Kirste, A Context-Aware proactive Controller for Smart Environments (Extended Version), in: I-COM, volume 10, 10:1(41 -- 48), 2011.

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Frank Krüger, Gernot Ruscher, Sebastian Bader and Thomas Kirste, A Context-Aware proactive Controller for Smart Environments, in: Tim Hussein, Stephan Lukosch, Heiko Paulheim, Jürgen Ziegler and Gaëlle Calvary (Hrsg.), Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), volume 747 of {CEUR} {Workshop} {Proceedings}, 2011.

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Gernot Ruscher, Frank Krüger, Sebastian Bader and Thomas Kirste, Controlling Smart Environments using a Brain Computer Interface, in: Tim Hussein, Stephan Lukosch, Heiko Paulheim, Jürgen Ziegler and Gaëlle Calvary (Hrsg.), Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), volume 747 of {CEUR} {Workshop} {Proceedings}, 2011.

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Frank Krüger and Thomas Kirste, Synthesizing Sequential Bayesian Filters for Plan and Activity Recognition from extended Precondition-Effect Rules, in: Adjunct proceedings of the 2nd international joint conference on Ambient Intelligence, pages 1--2, Springer, 2011.

Frank Krüger and Thomas Kirste, A bayesian filter framework for dual use, in: 3rd International Conference of the ERCIM WG on Computing \& Statistics (ERCIM'10), pages 283--283, 2010.

Max Schröder, Sebastian Bader, Frank Krüger and Thomas Kirste, Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data