Publications

2017
  • Max Schröder, Stefan Lüdtke, Sebastian Bader, Frank Krüger, Thomas Kirste. Abstracting from Observation-equivalent Entities in Human Behavior Modeling. In AAAI Workshop Proceedings (PAIR 2017), 2017
  • Stefan Lüdtke, Albert Hein, Frank Krüger, Sebastian Bader, Thomas Kirste. Actigraphic Sleep Detection for Real-World Data of Healthy Young Adults and People with Alzheimer’s Disease. In Proceedings of the BIOSIGNALS 2017, Porto, Portugal, 2017
  • Albert Hein, Frank Krüger, Sebastian Bader, Peter Eschholz, Thomas Kirste. Challenges of Collecting Empirical Sensor Data from People with Dementia in a Field Study. In Companion Proceedings of PerCom 2017 (Work in Progress Session), Hawaii, USA, 2017
  • Stefan Teipel, Alexandra Wohlert, Coraline Metzger and Timo Grimmer and Christian Sorg and Michael Ewers and Eva Meisenzahl and Stefan Klöppel and Viola Borchardt and Michel J Grothe and Martin Walter, Martin Dyrba. Multicenter stability of resting state fMRI in the detection of Alzheimer's disease and amnestic MCI. In NeuroImage: Clinical, 2017
  • Frank Krüger, Christina Heine, Sebastian Bader, Albert Hein, Stefan Teipel, Thomas Kirste. On the Applicability of Clinical Observation Tools for Human Activity Annotation. In Proceedings of the 1st International Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS), PerCom 2017, Hawaii, USA, 2017
  • Stefan Teipel, Michel J. Grothe, Coraline Metzger and Timo Grimmer and Christian Sorg and Michael Ewers and Nicolai Franzmeier and Eva Meisenzahl and Stefan Klöppel and Viola Borchardt and Martin Walter, Martin Dyrba. Robust Detection of Impaired Resting State Functional Connectivity Networks in Alzheimer's Disease Using Elastic Net Regularized Regression. In Frontiers in Aging Neuroscience, 2017
  • Przemyslaw Woznowski, Emma Tonkin, Pawel Laskowski, Niall Twomey, Kristina Yordanova, Alison Burrow. Talk, text or tag? The development of a self-annotation app for activity recognition in smart environments. In Proceedings of the 1st International Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS), PerCom 2017, Hawaii, USA, 2017
  • Kristina Yordanova. TextToHBM: A Generalised Approach to Learning Models of Human Behaviour for Activity Recognition from Textual Instructions. In AAAI Workshop Proceedings (PAIR 2017), 2017
  • Katharina Brueggen, Michel J. Grothe, Martin Dyrba, Stefan Teipel. The European DTI Study on Dementia - A multicenter DTI and MRI study on Alzheimer's disease and Mild Cognitive Impairment. In NeuroImage, 2017
  • Kristina Yordanova, Samuel Whitehouse, Adeline Paiement, Majid Mirmehdi, Thomas Kirste, Ian Craddock. What’s cooking and Why? Behaviour Recognition during Unscripted Cooking Tasks for Health Monitoring. In Companion Proceedings of PerCom 2017 (Work in Progress Session), Hawaii, USA, 2017. Best work in progress paper award
2016
  • Shiguang Yue, Kristina Yordanova, Frank Krüger, Thomas Kirste, Yabing Zha. A Decentralized Partially Observable Decision Model for Recognizing the Multi-agent Goal in Simulation Systems. In Discrete Dynamics in Nature and Society, 2016
  • Max Schröder, Stefan Lüdtke, Sebastian Bader, Frank Krüger, Thomas Kirste. An Office Scenario Dataset for Benchmarking Observation-equivalent Entities. , University Library, University of Rostock, 2016
  • Sebastian Bader, Frank Krüger, Albert Hein, Kristina Yordanova, Thomas Kirste. Automatische Erkennung herausfordernden Verhaltens von Menschen mit Demenz und Identifikation von Interventionsstrategien. In Zukunft Lebensräume 2016, Frankfurt am Main, 2016
  • Christina Heine, Philipp Koldrack, Kristina Yordanova, Elisabeth Kasper, Thomas Kirste, Stefan Teipel. Behavioural Manifestations of Disorientation of Persons with Alzheimer's Disease Dementia in Outdoor Wayfinding Tasks: Towards A Situation Aware Assistance. In Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2016
  • Kristina Yordanova. From Textual Instructions to Sensor-based Recognition of User Behaviour. In Companion Proceedings of the ACM International Conference on Intelligent User Interfaces (IUI 2016), Sonoma, CA, 2016
  • Max Schröder, Sebastian Bader, Gerald Bieber, Thomas Kirste. IT-basiertes Aktivitätsmanagement in der individualisierten stationären Betreuung von Menschen mit Demenz. In Zukunft Lebensräume 2016 (ZL 2016), Frankfurt, Germany, 2016
  • Vanja Kljajevic, Martin Dyrba, Elisabeth Kasper, Stefan Teipel. Is the left uncinate fasciculus associated with verbal fluency decline in mild Alzheimer's disease?. In Translational Neuroscience, 2016
  • Kristina Yordanova, Thomas Kirste. Learning Models of Human Behaviour from Textual Instructions. In Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), Rome, Italy, 2016
  • Stefan Teipel, Michel Grothe, Juan Zhou, Jorge Sepulcre, Martin Dyrba, Christian Sorg, Claudio Babiloni. Measuring Cortical Connectivity in Alzheimer’s Disease as a Brain Neural Network Pathology: Toward Clinical Applications. In Journal of the International Neuropsychological Society, 2016
  • Mario Aehnelt, Sebastian Bader. Providing and Adapting Information Assistance for Smart Assembly Stations. In Proceedings of the 2016 SAI Intelligent Systems Conference (IntelliSys), London, UK, 2016
  • Samuel Whitehouse, Kristina Yordanova, Adeline Paiement, Majid Mirmehdi. Recognition of Unscripted Kitchen Activities and Eating Behaviour for Health Monitoring. In Proceedings of the 2nd IET International Conference on Technologies for Active and Assisted Living (TechAAL 2016), London, UK, 2016
  • Max Schröder, Sebastian Bader, Frank Krüger, Thomas Kirste. Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data. In Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), Rome, Italy, 2016
  • Sam Whitehouse, Kristina Yordanova, Adeline Paiement, Thomas Kirste, Majid Mirmehdi. SPHERE Unscripted kitchen activities. , University of Bristol, 2016
  • Katharina Brueggen, Elisabeth Kasper, Martin Dyrba, Davide Bruno and Nunzio Pomara and Michael Ewers and Marco Duering and Katharina Buerger, Stefan Teipel. The Primacy Effect in amnestic Mild Cognitive Impairment: Associations with Hippocampal Functional Connectivity. In Frontiers in Aging Neuroscience, 2016
  • Max Schröder, Kristina Yordanova, Sebastian Bader, Thomas Kirste. Tool Support for the Online Annotation of Sensor Data. In Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction (iWOAR 2016), Rostock, Germany, 2016
  • Kristina Yordanova, Sebastian Bader, Christina Heine, Stefan Teipel, Thomas Kirste. Towards a Situation Model for Assessing Challenging Behaviour of People with Dementia. In Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, Rostock, Germany, 2016
  • Wiebke Loseries, Heidi Reinholz, Thomas Kirste, Frank Krüger, Bastian Schennigcke, Wolfgang Sucharowski, Viola von Oeynhausen. Von der Lernumgebung zum forschungsbasierten Lehr-Lern-Prozess. In GDCP-Jahrestagung 2016, Zürich, Schweiz, 2016
2015
  • Yordanova K. Discovering Causal Relations in Textual Instructions. Proc. Recent Advances in Natural Language Processing, Hissar, Bulgaria: 2015, p. 714–20.
  • Kirste T. Die Zukunft von intelligenten Assistenzsystemen. In: Feuerhermel H, Techen B, editors. Smart Home und Wohnungswirtschaft Chancen für Handel und Handwerk, eBusiness-Lotse Nordost; 2015, p. 21.
  • Moos D, Bader S, Kirste T. Towards Employing Model-based Diagnosis to the Smart Meeting Room Domain. Proceedings of the 5th International Workshop on Combinations of Intelligent Methods and Applications}, Vietri Sul Mare, Italy: 2015.
  • Yordanova K, Kirste T. A Process for Systematic Development of Symbolic Models for Activity Recognition. ACM Transactions on Interactive Intelligent Systems 2015;5.
  • Eichner C, Nyolt M, Schumann H. A novel infrastructure for supporting display ecologies, Las Vegas, NV, USA: 2015.
  • Nyolt M, Kirste T. On Resampling for Bayesian Filters in Discrete State Spaces. Proc. ICTAI 2015, Vietri Sul Mare, Italy: 2015.
  • Röhlig M, Luboschik M, Krüger F, Kirste T, Schumann H, Bögl M, et al. Supporting Activity Recognition by Visual Analytics. IEEE Conference on Visual Analytics Science and Technology (VAST), Chicago, Illinois, USA: 2015.
  • Bader S, Krüger F, Kirste T. Computational Causal Behaviour Models for Assisted Manufacturing. Proc. of 2nd International Workshop on Sensor-based Activity Recognition and Interaction (IWOAR’15), Rostock, Germany: ACM; 2015. doi:10.1145/2790044.2790058.
  • Koldrack P, Henkel R, Krüger F, Teipel S, Kirste T. Supporting Situation Awareness of Dementia Patients in Outdoor Environments. Pervasive Health 2015, Istanbul: 2015.
  • Nyolt M, Yordanova K, Kirste T. Checking Models for Activity Recognition. In: Loiseau S, Filipe J, Duval B, van den Herik J, editors. Proceedings of the International Conference on Agents and Artificial Intelligence, Lisbon, Portugal: SCITEPRESS; 2015, p. 497—502. doi:10.5220/0005275204970502.
  • Nyolt M, Krüger F, Yordanova K, Hein A, Kirste T. Marginal filtering in large state spaces. International Journal of Approximate Reasoning 2015;61:16–32. doi:10.1016/j.ijar.2015.04.003.
  • Haescher M, Trimpop J, Matthies DJC, Bieber G, Urban B, Kirste T. aHead: A Sensor-Fusion Activity Recognition with Head-Mounted Sensors in Combination and Comparison to Wrist-Mounted and Pocket Carried Sensors. HCI International, 2015.
  • Dyrba M, Grothe M, Kirste T, Teipel S. Multimodal analysis of functional and structural disconnection in Alzheimer’s disease using multiple kernels SVM. Human Brain Mapping 2015;36:2118–31. doi:10.1002/hbm.22759.
  • Feldhege F, Mau-Möller A, Lindner T, Hein A, Markschies A, Zettl U, et al. Accuracy of a novel physical activity and knee angle measurement sensor system for patients with neuromuscular disorders and gait abnormalities. Sensors 2015.
  • Hein A, Feldhege F, Mau-Möller A, Bader R, Zettl U, Burmeister O, et al. Assistenzsysteme zur Therapie neuromuskulärer Störungen. Technische Unterstützungssysteme, die die Menschen wirklich wollen, Springer; 2015.
  • Gottfried B, Aghajan H, Wong KB-Y, Augusto JC, Guesgen HW, Kirste T, et al. Spatial health systems - When humans move around. In: Holzinger A, Ziefle M, Roecker K, editors. Smart Health, Springer; 2015, p. 41–70.
  • Feldhege F, Mau-Möller A, Hein A, Kirste T, Bader R, Zettl U. Development of an intelligent therapy monitoring system for home-based measurement of physical activity, knee joint kinematics and muscle activity – NASFIT. TAR 2015: Technically Assisted Rehabilitation, Berlin, Germany, March 12-13, 2015, Berlin, Germany: VDE Verlag; 2015.
  • Hein A, Feldhege F, Mau-Möller A, Bader R, Zettl U, Kirste T. Entwicklung eines intelligenten Therapiemonitoringsystems zur häuslichen Messung von physischer Aktivität, Muskelaktivität und Kinematik des Kniegelenkes – NASFIT. Ambient Assisted Living 8. AAL-Kongress 2015 Frankfurt, Germany, April 29-30., 2014, Frankfurt, Germany: VDE Verlag; 2015.
  • Koldrack P, Henkel R, Zarm K, Teipel S, Kirste T. Situationsadaptive Navigationsassistenz für Menschen mit Demenz. 8. AAL Kongress - Ambient Assisted Living, Frankfurt: 2015.
  • Henkel R, Koldrack P, Zarm K, Teipel S, Kirste T. Situation-aware navigation assistance for people with dementia. TAR 2015: Technically Assisted Rehabilitation, Berlin: 2015.
  • Schick S, Labahn K, Stephan R. Forschungsdatenmanagement im GrK MuSAMA an der Universität Rostock. 2015.
  • Dyrba M, Barkhof F, Fellgiebel A, Filippi M, Hausner L, Hauenstein K, et al. Predicting prodromal Alzheimer’s disease in subjects with mild cognitive impairment using machine learning classification of multimodal multicenter diffusion-tensor and magnetic resonance imaging data. Journal of Neuroimaging 2015. doi:10.1111/jon.12214.
  • Aehnelt M, Bader S. Information Assistance for Smart Assembly Stations. In: Loiseau S, Filipe J, Duval B, van den Herik J, editors. Proceedings of the 7th International Conference on Agents and Artificial Intelligence (ICAART 2015), vol. 2, Lisbon, Portugal: SCITEPRESS; 2015, p. 143–50.
  • Nyolt M, Steiniger A, Bader S, Kirste T. Describing and Evaluating Assistance Using APDL. In: Bai Q, Ren F, Zhang M, Ito T, Tang X, editors. Smart Modeling and Simulation for Complex Systems, vol. 564, Springer Japan; 2015, p. 59–81.
2014
  • Hein A, Krüger F, Yordanova K, Kirste T. Towards causally correct annotation for activity recognition. WOAR 2014: Workshop on Sensor-based Activity Recognition, Stuttgart: Fraunhofer-Verlag; 2014, p. 31–8.
  • Bieber G, Kirste T, Gaede M. Low Sampling Rate for Physical Activity Recognition. Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, New York, NY, USA: ACM; 2014, p. 15:1–15:8. doi:10.1145/2674396.2674446.
  • Koldrack P, Teipel SJ, Kirste T. Tailoring navigation support to the needs and capabilities of persons with MCI and early AD. Alzheimer’s and Dementia 2014;10:P442–3. doi:10.1016/j.jalz.2014.05.596.
  • Kirste T, Koldrack P, Schubert S, Teipel S. Detecting the Effect of Alzheimer’s Disease on Everyday Motion Behavior. In: Wichert R, Klausing H, editors. Ambient Assisted Living, Advanced Technologies and Societal Change, 2014, p. 149–56. doi:10.1007/978-3-319-11866-6_12.
  • Hein A, Feldhege F, Mau-Möller A, Bader R, Zettl U, Burmeister O, et al. NASFIT – Intelligente Assistenzsysteme zur Funktionsunterstützung und Therapieüberwachung bei neuromuskulären Störungen. Ambient Assisted Living 7. AAL-Kongress 2014 Berlin, Germany, January 21-22., 2014, Berlin, Germany: VDE Verlag; 2014.
  • Yordanova K, Nyolt M, Kirste T. Strategies for Reducing the Complexity of Symbolic Models for Activity Recognition. Artificial Intelligence: Methodology, Systems, and Applications, vol. 8722, Varna, Bulgaria: Springer International Publishing; 2014, p. 295–300. doi:10.1007/978-3-319-10554-3_31.
  • Hein A, Feldhege F, Mau-Möller A, Bader R, Zettl U, Burmeister O, et al. NASFIT – Intelligente Assistenzsysteme zur Funktionsunterstützung und Therapieüberwachung bei neuromuskulären Störungen. Transdisziplinäre Konferenz Technische Unterstützungssysteme, die die Menschen wirklich wollen 2014 Hamburg, Germany, December 15-16., 2014, Hamburg, Germany: 2014, p. 47–55.
  • Feldhege F, Lindner T, Mau-Möller A, Hein A, Kirste T, Zettl U, et al. Development and testing of a robust sensor system for home care measurement of physical activity and knee joint motion. BMT 2014, 48th DGBMT Annual Conference Hannover, Germany, October 8-10., 2014, Hannover, Germany: VDE Verlag; 2014.
  • Bader S, Aehnelt M. Tracking Assembly Processes and Providing Assistance in Smart Factories. Proceedings of the 6th International Conference on Agents and Artificial Intelligence (ICAART), 2014, p. 161–8. doi:10.5220/0004822701610168.
  • Krüger F, Nyolt M, Yordanova K, Hein A, Kirste T. Computational State Space Models for Activity and Intention Recognition. A Feasibility Study. PLOS ONE 2014;9:e109381. doi:10.1371/journal.pone.0109381.
  • Moos D, Bader S, Kirste T. From Intelligibility to Debuggability in Context-Aware Systems. In: Lutz C, Thielscher M, editors. KI 2014: Advances in Artificial Intelligence, vol. 8736, Stuttgart, Germany: Springer International Publishing; 2014, p. 219–24. doi:10.1007/978-3-319-11206-0_21.
  • Moos D, Bader S, Kirste T. From Annotated Objects to Distributed Planning in Heterogeneous and Dynamic Environments. In: Streitz N, Markopoulos P, editors. Proceedings of the 16th International Conference on Human-Computer Interaction (HCII 2014), Heraklion, Crete, Greece: Springer International Publishing; 2014, p. 462–73. doi:10.1007/978-3-319-07788-8_43.
  • Lehsten P, Bader S, Tavangarian D. CASA - Context-Aware Service Access. Journal of Integrated Design and Process Science 2014;18:21–38. doi:10.3233/jid-2014-0008.
  • Kirste T, Hoffmeyer A, Koldrack P, Alexandra Bauer, Schubert S, Schröder S, et al. Detecting the effect of Alzheimer’s disease on everyday motion behavior. Journal of Alzheimer’s Disease 2014;38:121–32. doi:10.3233/JAD-130272.
  • Thiebaut de Schotten M, Bakardjian H, Lista S, Teipel S, Dyrba M, Filippi M, et al. Advanced Diffusion Weighting Imaging (DWI) Tractography of the limbic system: Novel biomarkers of neurodegenerative changes during progression/conversion from cognitive normality to AD dementia. Alzheimer’s & Dementia 2014;10:P37. doi:10.1016/j.jalz.2014.05.072.
  • Kljajevic V, Meyer P, Holzmann C, Dyrba M, Kasper E, Bokde ALW, et al. The ε4 genotype of apolipoprotein E and white matter integrity in Alzheimer’s disease. Alzheimer’s & Dementia 2014;10:401–4. doi:10.1016/j.jalz.2013.02.008.
  • Dyrba M, Ewers M, Plant C, Barkhof F, Fellgiebel A, Hausner L, et al. Prediction of prodromal AD in MCI subjects using multicenter DTI and MRI data and multiple kernels SVM: An EDSD study. Alzheimer’s & Dementia 2014;10:P400–1. doi:10.1016/j.jalz.2014.05.495.
  • Dyrba M, Grothe M, Kirste T, Teipel S. Kombinierte Erkennung funktioneller und struktureller Diskonnektionsmuster bei der Alzheimer-Krankheit mittels multimodaler MRT und maschineller Lernverfahren. Klin Neurophysiol 2014;45:74. doi:10.1055/s-0034-1371316.
  • Teipel SJ, Grothe MJ, Filippi M, Fellgiebel A, Dyrba M, Frisoni GB, et al. Fractional Anisotropy Changes in Alzheimer’s Disease Depend on the Underlying Fiber Tract Architecture: A Multiparametric DTI Study using Joint Independent Component Analysis. Journal of Alzheimer’s Disease 2014;41:69–83. doi:10.3233/JAD-131829.
  • Teipel S, Frisoni GB, Dyrba M, Fellgiebel A, Filippi M, Hampel H. The european DTI study in dementia: A novel framework to test the diagnostic use of DTI in Alzheimer’s disease. Alzheimer’s & Dementia 2014;10:P697. doi:10.1016/j.jalz.2014.05.1275.
  • Schuster C, Kasper E, Dyrba M, Machts J, Bittner D, Kaufmann J, et al. Cortical thinning and its relation to cognition in amyotrophic lateral sclerosis. Neurobiology of Aging 2014;35:240–6. doi:10.1016/j.neurobiolaging.2013.07.020.
  • Dyrba M, Grothe M, Kirste T, Teipel SJ. Multimodal analysis of functional and structural disconnection in AD using multiple kernels SVM. Alzheimer’s & Dementia 2014;10:P712. doi:10.1016/j.jalz.2014.05.1313.
  • Yordanova K, Kirste T. Towards Systematic Development of Symbolic Models for Activity Recognition in Intelligent Environments. Proceedings of the The 3rd Workshop on AI Problems and Approaches for Intelligent Environments held at ECAI 2014, Prague, Czech Republic: 2014, p. 5:1–6.
  • Krüger F, Kasparick M, Mundt T, Kirste T. Where are my colleagues and why? Tracking multiple persons in indoor environments. 10th International Conference on Intelligent Environments (IE), 2014, Shanghai, China: 2014. doi:http://dx.doi.org/10.1109/IE.2014.35
2013
  • Nyolt M, Steiniger A, Bader S, Kirste T. Describing and Evaluating Assistance using APDL. In: Bai Q, Ito T, Zhang M, Ren F, Tang X, editors. Proceedings of SSMCS 2013, Beijing, China: 2013.
  • Bader S. Generating Explanations for Pro-active Assistance from Formal Action Descriptions. In: Augusto J, Wichert R, Collier R, Keyson D, Salah A, Tan A-H, editors. Ambient Intelligence, vol. 8309, Springer International Publishing; 2013, p. 19–31. doi:10.1007/978-3-319-03647-2_2.
  • Sebastian Bader, Anika Schumann, Stephan Sigg, Freddy Lecue, Biplav Srivastava, Zaiqing Nie, et al. AIIP ’13: Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities. New York, NY, USA,: ACM; 2013.
  • Bader S. Consistency of Goalaviour-based Control Systems. 9th International Conference on Intelligent Environments (IE), Athens, Greece: 2013, p. 45–50. doi:10.1109/IE.2013.42.
  • Bader S, Nicolay R, Kirste T. Agent-Based Proactive Support in Smart Environments. Intelligent Environments (IE), 2013 9th International Conference on, Athens, Greece: 2013, p. 220–3. doi:10.1109/IE.2013.30.
  • Bader S, Kirste T. An Overview of the HELFERLEIN-System. Proceedings of MMS 2013, Berlin, Germany: 2013.
  • Dyrba M, Ewers M, Wegrzyn M, Plant C, Oswald A, Pievani M, et al. Predicting prodromal Alzheimer’s disease in people with mild cognitive impairment using multicenter diffusion-tensor imaging data and machine learning algorithms. Alzheimer’s & Dementia 2013;9:P426. doi:10.1016/j.jalz.2013.05.841.
  • Dyrba M, Koldrack P, Schubert S, Bauer A, Kirste T, Teipel S. Characterizing the effect of Alzheimer’s disease on everyday motion behavior. Alzheimer’s & Dementia 2013;9:P787. doi:10.1016/j.jalz.2013.05.1613.
  • Aehnelt M, Bader S, Ruscher G, Krüger F, Urban B, Kirste T. Situation Aware Interaction with Multi-modal Business Applications in Smart Environments. Proceedings of the 15th International Conference on Human-Computer Interaction (HCII 2013), Las Vegas, NV, USA: Springer Berlin Heidelberg; 2013, p. 413–22. doi:10.1007/978-3-642-39226-9_45.
  • Krüger F, Yordanova K, Hein A, Kirste T. Plan Synthesis for Probabilistic Activity Recognition. Proceedings of the 5th International Conference on Agents and Artificial Intelligence (ICAART 2013), Barcelona, Spain: 2013, p. 283–8. doi:10.5220/0004256002830288.
  • Dyrba M, Ewers M, Wegrzyn M, Kilimann I, Plant C, Oswald A, et al. Robust automated detection of microstructural white matter degeneration in Alzheimer’s disease using machine learning classification of multicenter DTI data 2013;8. doi:10.1371/journal.pone.0064925.
  • Koldrack P, Luplow M, Kirste T, Teipel S. Cognitive assistance to support social integration in Alzheimer’s disease. Geriatric Mental Health Care 2013;1:39–45. doi:10.1016/j.gmhc.2013.04.005.
  • Kljajevic V, Meyer P, Holzmann C, Dyrba M, Kasper E, Bokde ALW, et al. The epsilon4 genotype of Apolipoprotein E and white matter integrity in Alzheimer’s disease. Alzheimer’s and Dementia 2013.
2012
  • Bieber G, Kirste T, Urban B. Ambient Interaction by Smart Watches. PETRA’2012, ACM; 2012. Yordanova K, Krüger F, Kirste T. Context Aware Approach for Activity Recognition Based-on Precondition-Effect Rules. 9th IEEE Workshop on Context Modeling and Reasoning (CoMoRea’12) at the 10th IEEE International Conference on Pervasive Computing and Communication (PerCom'12), Lugano, Switzerland: 2012, p. 602–7. doi:10.1109/PerComW.2012.6197586.
  • Krüger F, Yordanova K, Burghardt C, Kirste T. Towards Creating Assistive Software by Employing Human Behavior Models. Journal of Ambient Intelligence and Smart Environments 2012;4:209–26. doi:10.3233/AIS-2012-0148.
  • Yordanova K, Gladisch A, Duske K, Janusz D, Bader S, Science RTG in C. Proceedings of the Joint Workshop of the German Research Training Groups in Computer Science. Books on Demand GmbH; 2012.
  • Bader S, Ruscher G, Kirste T. Multimodal Interaction in Dynamic and Heterogeneous Smart Environments. Proceedings of the 1st International Workshop on Language Technology in Pervasive Computing (LTPC) at the 10th International Conference on Pervasive Computing, Newcastle upon Tyne, United Kingdom: 2012, p. 8.
  • Wollenberg T, Bader S, Ahrens A. Measuring Channel Occupancy for 802.11 Wireless LAN in the 2.4 GHz ISM Band. Proceedings of MSWiM 2012, 2012. Bader S. Explaining the Reactions of a Smart Environment. Proceedings of Exact2012, Montpellier, France: 2012, p. 1–5.
  • Krüger F, Steiniger A, Bader S, Kirste T. Evaluating the Robustness of Activity Recognition using Computational Causal Behavior Models. Proceedings of the International Workshop on Situation, Activity and Goal Awareness held at Ubicomp 2012, Pittsburgh, PA, USA: ACM; 2012, p. 1066–74. doi:10.1145/2370216.2370443.
  • Bader S, Nyolt M. A Context-Aware Publish-Subscribe Middleware for Distributed Smart Environments. In: Pfeifer T, Stiller B, O’Sulivan D, editors. Managing Ubiquitous Communications and Services 2012. 9th IEEE International Workshop, MUCS 2012, Lugano, Switzerland: 2012.
  • Sebastian Bader, Anika Schumann, Stephan Sigg. Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments. vol. 907. Montpellier, France: CEUR-WS.org; 2012.
  • Hoffmeyer A, Yordanova K, Teipel S, Kirste T. Sensor Based Monitoring for People with Dementia: Searching for Movement Markers in Alzheimer’s Disease for a Early Diagnostic. In: Wichert R, Van Laerhoven K, Gelissen J, editors. Constructing Ambient Intelligence, vol. 277, Springer Berlin Heidelberg; 2012, p. 137–45.
  • Steiniger A, Krüger F, Uhrmacher A. Modeling Agents and their Environment in Multi-Level-DEVS. Proc. of the 2012 Winter Simulation Conference, Berlin, Germany: Institute of Electrical and Electronics Engineers, Inc.; 2012, p. 233:1–12.
  • Kirste T, Hoffmeyer A, Bauer A, Schubert S, Teipel S. Detecting the effect of Alzheimer’s disease on everyday motion behavior. Proc. 6th International Workshop on Ubiquitous Health and Wellness (UbiHealth), part of 10th International Conference on Pervasive Computing (Pervasive), Newcastle upon Tyne: ACM; 2012, p. 1:1–6.
  • Wagner B, Timmermann D, Ruscher G, Kirste T. Device-Free User Localization Utilizing Artificial Neural Networks and Passive RFID. Proceedings of the UPINLBS2012, Helsinki, Finland: IEEE Computer Society; 2012, p. 2:1–7. doi:10.1109/UPINLBS.2012.6409762.
  • Lohmann N, Nyolt M. Artifact-Centric Modeling Using BPMN. In: Pallis G, Jmaiel M, Charfi A, Graupner S, Karabulut Y, Guinea S, et al., editors. Service-Oriented Computing - ICSOC 2011 Workshops, vol. 7221, Springer Berlin Heidelberg; 2012, p. 54–65.
  • Lihmann N, Nyolt M. Artifact-Centric Modeling Using BPMN. Service-Oriented Computing - ICSOC 2011 Workshops, Springer; 2012, p. 54–65. doi:10.1007/978-3-642-31875-7_7.
  • Krüger F, Yordanova K, Kirste T. Tool Support for Probabilistic Intention Recognition using Plan Synthesis. Proceedings of the 3rd international joint conference on Ambient Intelligence, Pisa, Italy: 2012, p. 439–44. doi:10.1007/978-3-642-34898-3_40.
  • Koldrack P, Schubert S, Bauer A, Kirste T, Teipel S. Sensorbasiertes Monitoring - Charakterisierung des zirkadianen Rhythmus. In: Platz T, Kessler C, Langosch JM, editors. Abstractband zur 71. Jahrestagung der Gesellschaft für Nervenheilkunde des Landes Mecklenburg-Vorpommern e.V., Greifswald, Germany: 2012, p. 30.
  • Dyrba M, Ewers M, Plant C, Bokde ALW, Fellgiebel A, Filippi M, et al. Prädemenzdiagnostik der Alzheimer Krankheit mittels maschineller Lernverfahren und multimodaler MRT – Ergebnisse der European DTI Study on Dementia. In: Platz T, Kessler C, Langosch JM, editors. Abstractband zur 71. Jahrestagung der Gesellschaft für Nervenheilkunde des Landes Mecklenburg-Vorpommern e.V., Greifswald, Germany: 2012, p. 30.
  • Hein A, Low T, Hensch M, Kirste T, Nürnberger A. Gesture Spotting for Controlling a Mobile Assistance System for Service and Maintenance. Proceedings of the 1st Workshop: “Situation-Aware Assistant Systems Engineering: Requirements, Methods, and Challenges” (SeASE 2012) held at Informatik 2012, Braunschweig, Germany: 2012, p. 549–60.
  • Dyrba M, Ewers M, Wegrzyn M, Kilimann I, Plant C, Oswald A, et al. Combining DTI and MRI for the automated detection of Alzheimer’s disease using a large European multicenter dataset. Multimodal Brain Image Analysis, vol. 7509, Nice, France: Springer Berlin / Heidelberg; 2012, p. 18–28. doi:10.1007/978-3-642-33530-3_2.
  • Kirste T, Krüger F. CCBM – A tool for activity recognition using Computational Causal Behavior Models. Universität Rostock; 2012.
  • Bader S, Kirste T. An Overview of the Helferlein-System. Rostock, Germany: Institut für Informatik, Universität Rostock; 2012.
  • Mundt T, Krüger F, Wollenberg T. Who refuses to wash hands? Privacy issues in modern house installation networks. Proceedings of the 7th international Conference on Broadband and Wireless Computing, Communication and Applications, Victoria, Canada: 2012, p. 271–7.
  • Krüger F, Yordanova K, Köppen V, Kirste T. Towards Tool Support for Computational Causal Behavior Models for Activity Recognition. Proceedings of the 1st Workshop: “Situation-Aware Assistant Systems Engineering: Requirements, Methods, and Challenges” (SeASE 2012) held at Informatik 2012, Braunschweig, Germany: 2012, p. 561–72.
  • Yordanova K, Krüger F, Kirste T. Tool Support for Activity Recognition with Computational Causal Behaviour Models. Proceedings of the 35th German Conference on Artificial Intelligence, Saarbrücken, Germany: 2012, p. 561–73.
  • Teipel S, Dyrba M, Frisoni G, Bokde ALW, Fellgiebel A, Hampel H. The European diffusion tensor imaging study in dementia (EDSD): Physical phantom study and multimodal clinical study on the diagnosis of Alzheimer’s disease. Alzheimer’s and Dementia 2012;8:32. doi:10.1016/j.jalz.2012.05.082.
  • Yordanova K, Krüger F, Kirste T. Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules. Proceedings of the 35th German Conference on Artificial Intelligence, Saarbrücken, Germany: 2012, p. 257–61. doi:http://dx.doi.org/10.1007/978-3-642-33347-7_27.
  • Dyrba M. Prädemenzdiagnostik der Alzheimerkrankheit mit bildgebenden Verfahren. Current congress - DGPPN-Kongress 2012, Stuttgart, Germany: Karl Demeter Verlag, Stuttgart; 2012, p. 16–7.
  • Ruscher G, Kirste T. Estimating User Number and Location from a Multi-Modal Localization Sensor Setup. Proceedings of the UPINLBS2012, Helsinki, Finland: 2012, p. 1:1–8.
  • Dyrba M, Ewers M, Plant C, Bokde ALW, Pievani M, Fellgiebel A, et al. Automatic detection of Alzheimer’s disease in multicenter DTI data. Alzheimer’s and Dementia 2012;8:24–5, 341–2. doi:10.1016/j.jalz.2012.05.068.
  • Kljajevic V, Meyer P, Holzmann C, Dyrba M, Kasper E, Bokde ALW, et al. Association between ApoE4 and white matter integrity in Alzheimer’s disease: a DTI study. Tagungsband zum DGPPN-Kongress 2012, Berlin, Germany: 2012.
  • Dyrba M, Ewers M, Plant C, Bokde ALW, Fellgiebel A, Filippi M, et al. Prädemenzdiagnostik der Alzheimer Krankheit mittels maschineller Lernverfahren und multimodaler MRT – Ergebnisse der European DTI Study on Dementia (EDSD). Tagungsband zum DGPPN-Kongress 2012, Berlin, Germany: 2012.
2011
  • Bader S, Leistikow R. Levels of Adaptation and Control. In: Abraham A, Corchado J, González S, De Paz Santana J, editors. International Symposium on Distributed Computing and Artificial Intelligence, vol. 91, Springer Berlin / Heidelberg; 2011, p. 385–8. doi:10.1007/978-3-642-19934-9_49.
  • Burghardt C, Wurdel M, Bader S, Ruscher G, Kirste T. Synthesising Generative Probabilistic Models for High-Level Activity Recognition. In: Chen L, Nugent CD, Biswas J, Hoey J, editors. Activity Recognition in Pervasive Intelligent Environments, vol. 4, Paris, France: Atlantis Press; 2011, p. 209–36.
  • Bader S. Probably Asked Questions: Intelligibility through Question Generation. In: Mandl S, Ludwig B, Michahelles F, editors. Proceedings of the 2nd Workshop on Context Aware Intelligent Assistance, vol. 786, Berlin, Germany: 2011, p. 16–24.
  • Hölldobler S, Bader S, Fronhöfer B, Hans U, Hitzler P, Krötzsch M, et al. Logik und Logikprogrammierung, Band2: Aufgaben und Lösungen. SYNCHRON Wissenschaftsverlag der Autoren; 2011.
  • Bader S, Kirste T. A Tutorial Introduction to Automated Activity and Intention Recognition. Lecture Notes for the Interdisciplinary College (IK) 2011, 2011. Bader S. Agentification of Objects in Heterogeneous Dynamic Environments. In: Klügl F, Ossowski S, editors. Proceedings of Mates 2011, Springer-Verlag Berlin Heidelberg; 2011, p. 157–64. doi:10.1007/978-3-642-24603-6_16.
  • Krüger F, Ruscher G, Bader S, Kirste T. A Context-Aware proactive Controller for Smart Environments (Extended Version). I-COM 2011;10:41–8. doi:10.1524/icom.2011.0007.
  • Krüger F, Ruscher G, Bader S, Kirste T. A Context-Aware proactive Controller for Smart Environments. In: Hussein T, Lukosch S, Paulheim H, Ziegler J, Calvary G, editors. Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), vol. 747, Palo Alto, CA, USA: 2011.
  • Dyrba M, Bader S. Reactive Behaviour-Based Control for Smart Environments. 2011. Bader S, Kirste T, Ruscher G. The helferlein-system, a middleware for dynamic and heterogeneous ensembles. 2011.
  • Bader S, Hanekamp N, Heuten W, Kabitzsch K, Kirste T, Nelles S, et al. Ambient Assisted Living (AAL) - Komponenten, Projekte, Services - Eine Bestandsaufnahme. BMBF/VDE Innovationspartnerschaft AAL: VDE; 2011.
  • Bader S, Dyrba M. Goalaviour-Based Control of Heterogeneous and Distributed Smart Environments. Proceedings of the 7th International Conference on Intelligent Environments - IE’11, IEEE Computer Society; 2011, p. 142–8. doi:10.1109/IE.2011.33.
  • Ruscher G, Krüger F, Bader S, Kirste T. Controlling Smart Environments using a Brain Computer Interface. In: Hussein T, Lukosch S, Paulheim H, Ziegler J, Calvary G, editors. Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), vol. 747, Palo Alto, CA, USA: 2011.
  • Yordanova K. Toward A Unified Human Behaviour Modelling Approach. Rostock, Germany: Institut für Informatik, Universität Rostock; 2011.
  • Leistikow R. Multi-Agent Strategy Synthesis in Smart Meeting Environments. Ambient Intelligence - Software and Applications (Proceedings of 2nd International Symposium on Ambient Intelligence, ISAmI 2011), Salamanca, Spain: Springer-Verlag Berlin Heidelberg; 2011, p. 149–55.
  • Yordanova K. Human Behaviour Modelling Approach for Intention Recognition in Ambient Assisted Living. Proceedings of 2nd International Symposium on Ambient Intelligence (ISAmI 2011), Salamanca, Spain: 2011, p. 247–51.
  • Hoffmeyer A, Bauer A, Kirste T, Teipel S. Hierarische Hidden Markov Modelle zur Erkennung von Demenzkrankheiten mit Hilfe von Bewegungsensoren. Tagungsband zum DGPPN-Kongress 2011, Berlin, Germany: 2011.
  • Hein A, Kirste T. Generic Performance Metrics for continuous Activity Recognition. In: Bach J, Edelkamp S, editors. Proceedings of the 34th German Conference on Artificial Intelligence (KI-2011), Berlin, Germany, October 4-7, 2011, Berlin, Germany: Springer Berlin; 2011, p. 139–43.
  • Hoffmeyer A, Bauer A, Kirste T, Teipel S. Früherkennung von Verhaltens- und Bewegungsstörungen bei der Alzheimer Krankheit mittels Bewegungssensoren und statistischer temporaler Modelle. 70. Jahrestagung der Gesellschaft für Nervenheilkunde des Landes Mecklenburg-Vorpommern e.V., Schwerin, Germany: 2011.
  • Dyrba M, Nicolay R, Bader S, Kirste T. Evaluation of two Control Systems for Smart Environments. Proceedings of the 8th International ICST Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services - 3rd Workshop on Context Systems Design, Evaluation and Optimisation, Copenhagen, Denmark: 2011, p. 1–2.
  • Dyrba M. Design and Implementation of a SmartLab Controller Controller Based on the Subsumption Architecture. Institut für Informatik, Universität Rostock; 2011.
  • Hein A. Combining Unsupervised Learning and Generative Models for Activity Recognition with Wearable Sensors. In: Laerhoven KV, editor. Doctoral Consortium Proceedings of The Fifteenth International Symposium on Wearable Computers ISWC 2011 and The Ninth International Conference on Pervasive Computing Pervasive 2011, San Francisco, CA, USA, June 12-15, 2011, San Francisco, CA, USA: 2011, p. 11–2.
  • Lehsten P, Bader S, Tavangarian D. CASA – A Context Aware Service Access. Proceedings of the 8th International ICST Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services - 3rd Workshop on Context Systems Design, Evaluation and Optimisation, Copenhagen, Denmark: 2011.
  • Krüger F, Kirste T. Synthesizing Sequential Bayesian Filters for Plan and Activity Recognition from extended Precondition-Effect Rules. Adjunct proceedings of the 2nd international joint conference on Ambient Intelligence, Amsterdam, Netherlands: Springer; 2011, p. 1–2.
  • Hoffmeyer A, Dyrba M, Plant C, Oswald A, Ewers M, Wegrzyn M, et al. Morbus Alzheimer und Diffusions-Tensor-Bildgebung - Automatisierte Erkennung mittels maschinellen Lernverfahren. Tagungsband zum DGPPN-Kongress 2011, Berlin, Germany: 2011.
  • Yordanova K. Modelling Human Behaviour Using Partial Order Planning Based on Atomic Action Templates. The 7th International Conference on Intelligent Environments, Nottingham, UK: 2011, p. 338–41.
  • Hoffmeyer A, Bauer A, Teipel S, Kirste T. Erkennung von Demenzerkrankungen auf der Basis von Bewegungsprofilen mit Hilfe hierarchischer Markov-Modelle. Konferenzband GMDS 2011, Mainz, Germany, November, 2011, Mannheim, Germany: 2011.
  • Dyrba M, Teipel S, Kirste T, Wegrzyn M, Plant C, Ewers M, et al. Automatisierte Erkennung von Morbus Alzheimer mittels DT-MRI. Tagungsband der 56. GMDS Jahrestagung 2011, Mainz, Germany: 2011, p. 398–9.
  • Dyrba M, Plant C, Oswald A, Ewers M, Wegrzyn M, Kirste T, et al. Automatisierte Erkennung von Morbus Alzheimer mittels Diffusions-Tensor-Bildgebung. In: Broocks A, Block F, Stuppe M, editors. Abstractband zur 70. Jahrestagung der Gesellschaft für Nervenheilkunde des Landes Mecklenburg-Vorpommern e.V., Schwerin, Germany: MED FOR MED; 2011, p. 44.
  • Ruscher G, Kirste T. A Probabilistic Sensor Fusion Strategy for the Simultaneous Estimation of Number and Location of Persons in Indoor Environments. 6th BMI Workshop on Behaviour Monitoring and Interpretation at the 34th German Conference on Artificial Intelligence (KI-2011), Berlin, DE: 2011, p. 1–5.
2010
  • Bader S, Kirste T, Griswold WG, Martens A. PerEd 2010: the third workshop on pervasive computing education. Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing, Copenhagen, Denmark: ACM; 2010, p. 531–4. doi:10.1145/1864431.1864506.
  • Berg M, Weber N, Ruscher G, Bader S. Maike: Mobile Assistenzsysteme für intelligente kooperierende Räume und Ensembles. 5. Kongress Multimediatechnik, Wismar, Germany: Stefan Kalkbrenner; 2010.
  • Bader S. A Logic (Programming) based Controller for Smart Environments. In: Ludwig B, Mandl S, Michahelles F, editors. Proceedings of the workshop Context Aware Intelligent Assistance, held at KI-2010, Karlsruhe, Germany: 2010, p. 1–10.
  • Lehmann J, Bader S, Hitzler P. Extracting Reduced Logic Programs from Artificial Neural Networks. Applied Intelligence 2010;32:249–66. doi:10.1007/s10489-008-0142-y.
  • Bader S, Ruscher G, Kirste T. A Middleware for Rapid Prototyping Smart Environments. Ubicomp ’10 Adjunct Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing, Copenhagen, Denmark: ACM, New York, USA; 2010, p. 355–6. doi:10.1145/1864431.1864433.
  • Sebastian Bader, Thomas Kirste, William G. Griswold, Alke Martens. Proc. of PerEd 2010: the third workshop on pervasive computing education. 2010.
  • Plociennik C, Wandke H, Kirste T. What Influences User Acceptance of Ad-hoc Assistance Systems? – A Quantitative Study. Proceedings of MMS, Göttingen, Germany: 2010, p. 57–70.
  • Hein A, Kirste T. Unsupervised Detection of Motion Primitives in very High Dimensional Sensor Data. In: Gottfried B, Aghajan HK, editors. Proceedings of the 5th Workshop on Behaviour Monitoring and Interpretation, BMI’10, Karlsruhe, Germany, September 21, 2010, Karlsruhe, Germany: CEUR-WS.org; 2010, p. 22–37.
  • Schwabe L, Zheng Y, Hoffmeyer A, Kirste T. Neural Coding of Natural Vestibular Signals. 9th International Neural Coding Workshop, Limassol, Cyprus: 2010, p. 113–4.
  • Bader S, Hitzler P, Seda A. Logic Programming and Artificial Neural Networks. In: Zhang GQ, editor. Mathematical Aspects of Logic Programming Semantics, Chapman & Hall CRC; 2010, p. 185–220.
  • Bader S, Ruscher G, Kirste T. Decoupling Smart Environments. In: Bader S, Kirste T, Griswold WG, Martens A, editors. Proceedings of PerEd2010, Copenhagen, Denmark: 2010, p. 1–5.
  • Hoffmeyer A, Teipel S, Kirste T. Bewertung des kognitiven Zustandes von Demenzpatienten mit Hilfe mobiler Sensoren. Konferenzband GMDS 2010, Mannheim, Germany, September, 2010, Mannheim, Germany: 2010.
  • Krüger F, Kirste T. A bayesian filter framework for dual use. 3rd International Conference of the ERCIM WG on Computing & Statistics (ERCIM’10), London, England: 2010, p. 283–283.
2009
  • Bader S. Neural-Symbolic Integration. Technische Universität Dresden, 2009.
  • Bader S, Kirste T, Burghardt C. Teaching Smart Environments and Co-operative Ensembles. Proceedings of the Second Workshop on Pervasive Computing Education, PerEd’09, Orlando, Florida USA: 2009, p. 17–25. Giersich M. Concept of a Robust & Training-free Probabilistic System for Real-time Intention Analysis in Teams. University of Rostock, 2009.
  • Plociennik C, Burghardt C, Marquardt F, Kirste T, Uhrmacher A. Modelling Device Actions in Smart Environments. In: Tavangarian D, Kirste T, Timmermann D, Lucke U, Versick D, editors. Intelligent Interactive Assistance and Mobile Multimedia Computing, vol. 53, Springer Berlin Heidelberg; 2009, p. 213–24.
  • Hein A, Hoffmeyer A, Kirste T. Utilizing an Accelerometric Bracelet for Ubiquitous Gesture-Based Interaction. In: Stephanidis C, editor. Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 5th International Conference, UAHCI 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009. Proceedings, Part II, San Diego, CA, USA: Springer; 2009, p. 519–27. doi:10.1007/978-3-642-02710-9_57.
  • Burghardt C, Kirste T. Rapid Prototyping and Evaluation of Intention Analysis for Ambient Environments. Rostocker Informatik Berichte (RIB) 2009.
  • Bader S. Extracting Propositional Rules from Feed-forward Neural Networks by Means of Binary Decision Diagrams. In: Garcez AS d’Avila, Hitzler P, editors. Proceedings of the 5th International Workshop on Neural-Symbolic Learning and Reasoning, NeSy’09, held at IJCAI-09, Pasadena, USA: 2009, p. 22–7.
  • Hein A, Kirste T. A Hybrid Approach for Recognizing ADLs and Care Activities Using Inertial Sensors and RFID. In: Stephanidis C, editor. Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 5th International Conference, UAHCI 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009. Proceedings, Part II, San Diego, CA, USA: Springer; 2009, p. 178–88. doi:10.1007/978-3-642-02710-9_21.
  • Burghardt C, Propp S, Forbrig P, Kirste T. Rapid Prototyping and Evaluation of Intention Analysis for Smart Environments. In:
  • Tavangarian D, Kirste T, Timmermann D, Lucke U, Versick D, editors. Proceedings of International Conference on Intelligent Interactive Assistance and Mobile Multimedia Computing, Rostock, Germany: Springer, Heidelberg; 2009, p. 239–50.
  • Hein A, Burghardt C, Giersich M, Kirste T. Model-based Inference Techniques for detecting High-Level Team Intentions. In: Gottfried B, Aghajan H, editors. Behaviour Monitoring and Interpretation - BMI: Smart Environments, vol. 3, IOS Press, Amsterdam; 2009, p. 257–88.
  • Umblia T, Hein A, Bruder I, Karopka T. MARIKA: A Mobile Assistance System for Supporting Home Care. MobiHealthInf 2009 - 1st International Workshop on Mobilizing Health Information to Support Healthcare-related Knowledge Work, Porto, Portugal: 2009.
  • Bader S, Burghardt C, Kirste T. From Symbolic to Probabilistic Models. In: Mileo A, Delgrande JP, Merico D, editors. Proceedings of the First International Workshop on Logic-Based Interpretation of Context: Modelling and Applications, vol. 550, 2009, p. 1–2.
  • Burghardt C, Kirste T. A Probabilistic Approach for Modeling Human Behavior in Smart Environments. In: Duffy VG, editor. Digital Human Modeling, Second International Conference, ICDHM 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009. Proceedings, vol. 5620, Springer; 2009, p. 202–10.
2008
  • Hein A, Kirste T. Activity recognition for ambient assisted living: Potential and challenges. Ambient Assisted Living, AAL 2008, Berlin, Germany: VDE VErlag; 2008.
  • Bader S, Hölldobler S, Marques NC. Guiding Backprop by Inserting Rules. In: Garcez AS d’Avila, Hitzler P, editors. Proceedings of the 4th International Workshop on Neural-Symbolic Learning and Reasoning, NeSy’08, held at ECAI-08, vol. 366, 2008.
  • Bader S, Hitzler P. Integrating logic programs and connectionist systems. 2008.
  • Bader S, Hitzler P, Hölldobler S. Connectionist Model Generation: A First-Order Approach. Neurocomputing 2008;71:2420–32. doi:doi:10.1016/j.neucom.2007.10.028.
  • Marquardt F, Reisse C, Uhrmacher A, Kirste T. A Two-way Approach to Service Composition in Smart Device Ensembles. Proceedings of Advanced Topics in Telecommunication, Tartu, Estland: 2008, p. 49–60.
  • Reisse C, Burghardt C, Marquardt F, Kirste T. Intelligente Umgebungen und das Semantic Web. Information Management & Consulting 2008;23:28–33.
  • Burghardt C, Kirste T. Synthesizing probabilistic models for team-assistance in smart meetings rooms. Adjunct Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, CSCW 2008, San Diego, CA, USA, November 8-12, 2008, 2008, p. 1:1–3.
  • Reisse C, Burghardt C, Marquardt F, Kirste T, Uhrmacher A. Smart environments meet the semantic web. MUM ’08: Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia, New York, NY, USA: ACM; 2008, p. 88–91. doi:10.1145/1543137.1543154.
  • Björn Gottfried, Hamid K. Aghajan. Proceedings of the 2nd Workshop on Behaviour Monitoring and Interpretation, BMI’08, Kaiserslautern, Germany, September 23, 2008. vol. 396. CEUR-WS.org; 2008.
  • Burghardt C, Reisse C, Heider T, Giersich M, Kirste T. Implementing Scenarios in a Smart Learning Environment. Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), 17-21 March 2008, Hong Kong, 2008, p. 377–82.
  • Burghardt C, Wurdel M, Propp S, Kirste T, Forbrig P. Developing Tool Support for Intelligent Environments. Proceedings of the 4th International Conference on Intelligent Environments, Seattle, USA: 2008, p. 1–4.
  • Hein A, Kirste T. Towards Recognizing Abstract Activities: An Unsupervised Approach. In: Gottfried B, Aghajan HK, editors. Proceedings of the 2nd Workshop on Behaviour Monitoring and Interpretation, BMI’08, Kaiserlautern, Germany, September 23, 2008, Kaiserlautern, Germany: CEUR-WS.org; 2008, p. 102–14.
  • Heider T, Kirste T. Evaluating the effect of automatic display management on user performance in a Smart Meeting Room. 3. Konferenz Mobile und Ubiquitäre Informationssysteme (MMS 2008), Munich, Germany: 2008.
  • Reisse C, Kirste T. A distributed mechanism for device cooperation in Smart Environments. Advances in Pervasive Computing. Adjunct proceedings of the 6th International Conference on Pervasive Computing, Sydney, Australia: 2008, p. 53–6.
  • Reisse C, Kirste T. A Distributed Action Selection Mechanism for Device Cooperation in Smart Environments. Proceedings of the 4th International Conference on Intelligent Environments, Seattle, USA: 2008.
2007
  • Bader S, Hitzler P, Hölldobler S, Witzel A. A Fully Connectionist Model Generator for Covered First-Order Logic Programs. In: Veloso MM, editor. Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, Menlo Park CA: AAAI Press; 2007, p. 666–71.
  • Marques NC, Bader S, Rocio V, Hölldobler S. Neuro-Symbolic Word Tagging. In: José Neves JM Manuel Filipe Santos, editor. New Trends in Artificial Intelligence, APPIA - Associação Portuguesa para a Inteligência Artificial; 2007, p. 779–90.
  • Bader S. A Neural-Symbolic System for POS Tagging. 2007.
  • Bader S, Hölldobler S, Mayer-Eichberger V. Extracting Propositional Rules from Feed-forward Neural Networks — A New Decompositional Approach. In: Garcez AS d’Avila, Hitzler P, editors. Proceedings of the 3rd International Workshop on Neural-Symbolic Learning and Reasoning, NeSy’07, held at IJCAI-07, 2007.
  • Giersich M, Forbrig P, Fuchs G, Kirste T, Reichart D, Schumann H. Towards an Integrated Approach for Task Modeling and Human Behavior Recognition. In: Jacko JA, editor. Human-Computer Interaction. Interaction Design and Usability, vol. 4550, Springer Berlin Heidelberg; 2007, p. 1109–18.
  • Heider T, Kirste T. Automatic vs. Manual Multi-Display Configuration: A Study of User Performance in a Semi-Cooperative Task Setting. Proc. HCI’07, 21st British HCI Group Annual Conference, Lancaster, UK: 2007, p. 43–6.
  • Burghardt C, Giersich M, Kirste T. Synthesizing probabilistic models for team activities using partial order planning. KI’2007 Workshop: Towards Ambient Intelligence: Methods for Cooperating Ensembles in Ubiquitous Environments (AIM-CU), 2007.
2006
  • Kirste T, Schumann H. Special issue on Mobile Computing and Ambient Intelligence. Computers & Graphics 2006;30.
  • Heider T, Kirste T. Building smart environments: The ensemble challenge. Information Management & Consulting 2006;21:6–12.
  • Heider T, Giersich M, Kirste T. Resource Optimization in Multi-Display Environments with Distributed GRASP. Rostocker Informatik-Berichte, vol. 30, Universität Rostock; 2006, p. 57–68.
  • Heider T. Assigning Documents to Displays in ad-hoc Multiple Display Environments, 2006.
  • Heider T, Kirste T. Distributed Optimization Approach to Ubiquitous Display Environments, Dallas, Texas: 2006.
  • Thomas Kirste, Birgitta König-Ries, Key Pousttchi, Klaus Turowski. Mobile Informationssysteme – Potentiale, Hindernisse, Einsatz. vol. P-75. Gesellschaft für Informatik; 2006.
  • Kirste T. Smart Environments. In: Aarts E, Encarnação JL, editors. True Visions, Springer; 2006, p. 321–37.
  • Heider T, Giersich M, Kirste T. Resource Optimization in Multi-Display Environments with Distributed GRASP. In: Maña A, Lotz V, editors. Developing Ambient Intelligence, 2006, p. 60–76.
  • Salomon R, Harms H, Reichenbach F, Kirste T. qWixP, a Qt-based, Wireless Information Exchange Platform. Mobile Informationssysteme - Potentiale, Hindernisse, Einsatz, vol. 76, GI; 2006, p. 156–67.
  • Bader S, Hitzler P. Neural-Symbolic Integration. Lecture Notes for the Interdisciplinary College (IK) 2006, 2006.
  • Bader S, Hölldobler S. The Core Method: Connectionist Model Generation. Proceedings of the ICANN’06, vol. 4132, Springer Berlin / Heidelberg; 2006, p. 1–13. doi:10.1007/11840930_1.
  • Bader S, Hitzler P, Hölldobler S. The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence. Journal of Information 2006;9:7–20.
2005
  • Davies N, Kirste T, Schumann H. Mobile Computing and Ambient Intelligence: The Challenge of Multimedia. 2005.
  • Heider T, Kirste T. Multimodal Appliance Cooperation based on Explicit Goals: Concepts & Potentials. Proc. sOc-EUSAI 2005, 2005, p. 271–6.
  • Encarnação JL, Kirste T. Ambient Intelligence: Towards Smart Appliance Ensembles. From Integrated Publication and Information Systems to Information and Knowledge Environments, Springer Berlin Heidelberg; 2005, p. 261–70.
  • Heider T, Kirste T. Evoking Smart Environments from ad-hoc Ensembles with Explicit Goals. KI - Künstliche Intelligenz 2005;19:17–22.
  • Giersich M, Heider T, Kirste T. Multimodale Gerätekooperation basierend auf expliziten Zielen: Konzepte & Potentiale (Multimodal Appliance Cooperation based on Explicit Goals: Concepts & Potentials). I-Com 2005;4:15–21. doi:10.1524/icom.2005.4.3.15.
  • Hitzler P, Bader S, Garcez AS d’Avila. Ontology Learning as a Use-Case for Neural-Symbolic Integration — position paper. In: Garcez AS d’Avila, Elman J, Hitzler P, editors. Proceedings of the IJCAI-05 workshop on Neural-Symbolic Learning and Reasoning, NeSy’05, Edinburgh, UK: 2005.
  • Bader S, Hitzler P, Witzel A. Integrating First-Order Logic Programs and Connectionist Systems — A Constructive Approach. In: Garcez AS d’Avila, Elman J, Hitzler P, editors. Proceedings of the IJCAI-05 Workshop on Neural-Symbolic Learning and Reasoning, NeSy’05, held at IJCAI-05, Edinburgh, UK: 2005.
  • Lehmann J, Bader S, Hitzler P. Extracting Reduced Logic Programs from Artificial Neural Networks. In: Garcez AS d’Avila, Elman J, Hitzler P, editors. Proceedings of the IJCAI-05 Workshop on Neural-Symbolic Learning and Reasoning, NeSy’05, Edinburgh, UK, 2005.
  • Bader S, Hitzler P. Dimensions of neural-symbolic integration — a structured survey. In: Artemov S, Barringer H, Garcez AS d’Avila, Lamb LC, Woods J, editors. We Will Show Them: Essays in Honour of Dov Gabbay, vol. 1, King’s College Publications; 2005, p. 167–94.
  • Bader S, Hitzler P, Garcez AS d’Avila. Computing First-Order Logic Programs by Fibring Artificial Neural Networks. In: Russell I, Markov Z, editors. Proceedings of the 18th International Florida Artificial Intelligence Research Symposium Conference, FLAIRS05, Clearwater Beach, Florida: AAAI Press; 2005, p. 314–9.
2004 and before
  • Herfet T, Kirste T, Schnaider M. EMBASSI: multimodal assistance for infotainment and service infrastructures. Computers & Graphics. 2001;25(4):581-92.
  • Kirste T. Mobile Informationssysteme. Funkschau. 2001 Sep 21;2001(20):32-3.
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