Thomas Kirste

Sensors, 2019

On the Applicability of Probabilistic Programming Languages for Causal Activity Recognition.

[BibT_eX]

[DOI]

Maximilian Popko

Künstliche Intell., 2019

Combining Symbolic Reasoning and Deep Learning for Human Activity Recognition.

[BibT_eX]

[DOI]

Fernando Moya Rueda

Max Schröder

Gernot A. Fink

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Human Activity and Context Recognition using Lifted Marginal Filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Gaussian Lifted Marginal Filtering.

[BibT_eX]

[DOI]

Proceedings of the KI 2019: Advances in Artificial Intelligence, 2019

Fluid intake recognition using inertial sensors.

[BibT_eX]

[DOI]

Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction, 2019

2018

Time and Memory Efficient Online Piecewise Linear Approximation of Sensor Signals.

[BibT_eX]

[DOI]

Sensors, 2018

State-Space Abstractions for Probabilistic Inference: A Systematic Review.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2018

Discovery of Causal Relations in the Challenging Behaviour of People with Dementia.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Providing Semantic Annotation for the CMU Grand Challenge Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Energy Efficient On-Sensor Processing for Online Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th International Joint Conference on Pervasive and Embedded Computing and Communication Systems, 2018

Approximate Probabilistic Parallel Multiset Rewriting Using MCMC.

[BibT_eX]

[DOI]

Max Schröder

Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

Gaussian Lifted Marginal Filtering.

[BibT_eX]

[DOI]

Alejandro Molina

Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018

Combining off-the-shelf Image Classifiers with Transfer Learning for Activity Recognition.

[BibT_eX]

[DOI]

Amit Kumar

Mohit Kumar

Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018

Lifted Filtering via Exchangeable Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems.

[BibT_eX]

[DOI]

CoRR, 2017

What's cooking and why? Behaviour recognition during unscripted cooking tasks for health monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Challenges of collecting empirical sensor data from people with dementia in a field study.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

On the applicability of clinical observation tools for human activity annotation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

LiMa: Sequential Lifted Marginal Filtering on Multiset State Descriptions.

[BibT_eX]

[DOI]

Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

Where are my colleagues?: Tracking and Counting Multiple Persons using Lifted Marginal Filtering.

[BibT_eX]

[DOI]

Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, 2017

Towards energy efficient sensor nodes for online activity recognition.

[BibT_eX]

[DOI]

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Concept and Realization of a Diagnostic System for Smart Environments.

[BibT_eX]

[DOI]

Eric Heiden

Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Actigraphic Sleep Detection for Real-World Data of Healthy Young Adults and People with Alzheimer' s Disease.

[BibT_eX]

[DOI]

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

Abstracting from Observation-Equivalent Entities in Human Behavior Modeling.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

A Process for Systematic Development of Symbolic Models for Activity Recognition.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2016

Towards a situation model for assessing challenging behaviour of people with dementia.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, 2016

Tool support for the online annotation of sensor data.

[BibT_eX]

[DOI]

Max Schröder

Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, 2016

Learning Models of Human Behaviour from Textual Instructions.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Automatic Detection of Challenging Behaviour of People with Dementia and Identification of Intervention Strategies - Requirements and Challenges.

[BibT_eX]

[DOI]

Proceedings of the European Project Space on Intelligent Technologies, 2016

2015

Describing and Evaluating Assistance Using APDL.

[BibT_eX]

[DOI]

Proceedings of the Smart Modeling and Simulation for Complex Systems - Practice and Theory, 2015

Spatial Health Systems - When Humans Move Around.

[BibT_eX]

[DOI]

Proceedings of the Smart Health - Open Problems and Future Challenges, 2015

Marginal filtering in large state spaces.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2015

Supporting situation awareness of dementia patients in outdoor environments.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Computational causal behaviour models for assisted manufacturing.

[BibT_eX]

[DOI]

Proceedings of the 2nd international Workshop on Sensor-based Activity Recognition and Interaction, 2015

Supporting activity recognition by visual analytics.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

On Resampling for Bayesian Filters in Discrete State Spaces.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Checking Models for Activity Recognition.

[BibT_eX]

Proceedings of the ICAART 2015, 2015

aHead: Considering the Head Position in a Multi-sensory Setup of Wearables to Recognize Everyday Activities with Intelligent Sensor Fusions.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction: Interaction Technologies, 2015

2014

Low sampling rate for physical activity recognition.

[BibT_eX]

[DOI]

Gerald Bieber

Michael Gaede

Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

From Intelligibility to Debuggability in Context-Aware Systems.

[BibT_eX]

[DOI]

Daniel Moos

Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Recognition of Low Amplitude Body Vibrations via Inertial Sensors for Wearable Computing.

[BibT_eX]

[DOI]

Proceedings of the Internet of Things. User-Centric IoT, 2014

Where are My Colleagues and Why? Tracking Multiple Persons in Indoor Environments.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Intelligent Environments, Shanghai, China, June 30, 2014

From Annotated Objects to Distributed Planning in Heterogeneous and Dynamic Environments.

[BibT_eX]

[DOI]

Daniel Moos

Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2014

Strategies for Reducing the Complexity of Symbolic Models for Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013

Agent-Based Proactive Support in Smart Environments.

[BibT_eX]

[DOI]

Robin Nicolay

Proceedings of the 9th International Conference on Intelligent Environments, 2013

Plan Synthesis for Probabilistic Activity Recognition.

[BibT_eX]

Proceedings of the ICAART 2013, 2013

Situation Aware Interaction with Multi-modal Business Applications in Smart Environments.

[BibT_eX]

[DOI]

Proceedings of the Human Interface and the Management of Information. Information and Interaction for Learning, Culture, Collaboration and Business,, 2013

2012

Towards creating assistive software by employing human behavior models.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2012

Device-free user localization utilizing artificial neural networks and passive RFID.

[BibT_eX]

[DOI]

Proceedings of the 2012 Ubiquitous Positioning, 2012

Estimating user number and location from a multi-modal localization sensor setup.

[BibT_eX]

[DOI]

Gernot Ruscher

Proceedings of the 2012 Ubiquitous Positioning, 2012

Ambient interaction by smart watches.

[BibT_eX]

[DOI]

Gerald Bieber

Bodo Urban

Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

Context aware approach for activity recognition based on precondition-effect rules.

[BibT_eX]

[DOI]

Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012

Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules.

[BibT_eX]

[DOI]

Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Evaluating the robustness of activity recognition using computational causal behavior models.

[BibT_eX]

[DOI]

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Towards Tool Support for Computational Causal Behavior Models for Activity Recognition.

[BibT_eX]

[DOI]

Veit Köppen

Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012

Gesture Spotting for Controlling a Mobile Assistance System for Service and Maintenance.

[BibT_eX]

[DOI]

Tool Support for Probabilistic Intention Recognition Using Plan Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011

A Context-Aware Proactive Controller for Smart Environments.

[BibT_eX]

[DOI]

i-com, 2011

Challenges in an Assistance World.

[BibT_eX]

Veit Köppen

Gunter Saake

Proceedings of the Report of the symposium "Lernen, 2011

Generic Performance Metrics for Continuous Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the KI 2011: Advances in Artificial Intelligence, 2011

Sensor Based Monitoring for People with Dementia: Searching for Movement Markers in Alzheimer's Disease for a Early Diagnostic.

[BibT_eX]

[DOI]

André Hoffmeyer

Stefan J. Teipel

Proceedings of the Constructing Ambient Intelligence, 2011

2010

What Influences User Acceptance of Ad-hoc Assistance Systems? - A Quantitative Study.

[BibT_eX]

[DOI]

Christiane Plociennik

Hartmut Wandke

Proceedings of the Mobile und Ubiquitäre Informationssysteme, 2010

A middleware for rapid prototyping smart environments: experiences in research and teaching.

[BibT_eX]

[DOI]

Gernot Ruscher

Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

PerEd 2010: the third workshop on pervasive computing education.

[BibT_eX]

[DOI]

Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

2009

Model-based Inference Techniques for detecting High-Level Team Intentions.

[BibT_eX]

[DOI]

Proceedings of the Behaviour Monitoring and Interpretation - BMI, 2009

Finding Stops in Error-Prone Trajectories of Moving Objects with Time-Based Clustering.

[BibT_eX]

[DOI]

Max Zimmermann

Myra Spiliopoulou

Proceedings of the Intelligent Interactive Assistance and Mobile Multimedia Computing, 2009

Modelling Device Actions in Smart Environments.

[BibT_eX]

[DOI]

Christiane Plociennik

Florian Marquardt

Adelinde M. Uhrmacher

Proceedings of the Intelligent Interactive Assistance and Mobile Multimedia Computing, 2009

Rapid Prototyping and Evaluation of Intention Analysis for Smart Environments.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Interactive Assistance and Mobile Multimedia Computing, 2009

A Hybrid Approach for Recognizing ADLs and Care Activities Using Inertial Sensors and RFID.

[BibT_eX]

[DOI]

Proceedings of the Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009

Utilizing an Accelerometric Bracelet for Ubiquitous Gesture-Based Interaction.

[BibT_eX]

[DOI]

André Hoffmeyer

Proceedings of the Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009

A Probabilistic Approach for Modeling Human Behavior in Smart Environments.

[BibT_eX]

[DOI]

Proceedings of the Digital Human Modeling, 2009

2008

Implementing Scenarios in a Smart Learning Environment.

[BibT_eX]

[DOI]

Proceedings of the Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), 2008

Smart environments meet the semantic web.

[BibT_eX]

[DOI]

Adelinde M. Uhrmacher

Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia, 2008

Evaluating the Effect of Automatic Display Management on User Performance in a Smart Meeting Room.

[BibT_eX]

[DOI]

Proceedings of the Mobile und Ubiquitäre Informationssysteme, 2008

Towards Recognizing Abstract Activities: An Unsupervised Approach.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Behaviour Monitoring and Interpretation, 2008

2007

Task Models for Inferring Team Intentions.

[BibT_eX]

[DOI]

Künstliche Intell., 2007

Inferring intentions in generic context-aware systems.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Mobile and Ubiquitous Multimedia, 2007

Usable Multi-Display Environments: Concept and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Universal Access in Human-Computer Interaction. Ambient Interaction, 2007

Towards an Integrated Approach for Task Modeling and Human Behavior Recognition.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction. Interaction Design and Usability, 2007

Effects of agendas on model-based intention inference of cooperative teams.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007

Automatic vs. manual multi-display configuration: a study of user performance in a semi-cooperative task setting.

[BibT_eX]

[DOI]

Proceedings of the 21st British HCI Group Annual Conference on HCI 2007: HCI...but not as we know it, 2007

AI Methods for Smart Environments - A Case Study on Team Assistance in Smart Meeting Rooms.

[BibT_eX]

[DOI]

Proceedings of the Constructing Ambient Intelligence, 2007

2006

Introduction.

[BibT_eX]

[DOI]

Heidi Schumann

Comput. Graph., 2006

qWixP, a Qt-based, Wireless Information Exchange Platform.

[BibT_eX]

[DOI]

Proceedings of the Mobile Informationssysteme, 2006

2005

Evoking Smart Environments from ad-hoc Ensembles with Explicit Goals.

[BibT_eX]

[DOI]

Künstliche Intell., 2005

Multimodale Gerätekooperation basierend auf expliziten Zielen: Konzepte & Potentiale (Multimodal Appliance Cooperation based on Explicit Goals: Concepts & Potentials).

[BibT_eX]

[DOI]

i-com, 2005

Multimodal appliance cooperation based on explicit goals: concepts & potentials.

[BibT_eX]

[DOI]

Proceedings of the 2005 joint conference on Smart objects and ambient intelligence, 2005

Smart Environments and Self-Organizing Appliance Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Mobile Computing and Ambient Intelligence: The Challenge of Multimedia, 2005

05181 Abstracts Collection -- Mobile Computing and Ambient Intelligence: The Challenge of Multimedia.

[BibT_eX]

[DOI]

Nigel Davies

Heidrun Schumann

Proceedings of the Mobile Computing and Ambient Intelligence: The Challenge of Multimedia, 2005

Ambient Intelligence: Towards Smart Appliance Ensembles.

[BibT_eX]

[DOI]

José L. Encarnação

Proceedings of the From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments, 2005

2004

Software solutions for self-organizing multimedia-appliances.

[BibT_eX]

[DOI]

Michael Hellenschmidt

Ali Asghar Nazari Shirehjini

Comput. Graph., 2004

An integrated user interface providing unified access to intelligent environments and personal media.

[BibT_eX]

[DOI]

Michael Hellenschmidt

Proceedings of the Adjunct Proceedings of the 2nd European Union symposium on Ambient intelligence, 2004

A Generic Topology for Ambient Intelligence.

[BibT_eX]

[DOI]

Michael Hellenschmidt

Proceedings of the Ambient Intelligence: Second European Symposium, 2004

2003

Introduction: Situation- and task-awareness computing.

[BibT_eX]

[DOI]

D. Duke

Comput. Graph., 2003

Architectures for Multimodal Interactive Assistant Systems.

[BibT_eX]

Stefan Rapp

Proceedings of the Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, 2003

2002

Die Zukunft interaktiver Systeme: Herausforderungen an die Usability-Forschung (The Future of Interactive Systems: Challenges to the Usability Research).

[BibT_eX]

[DOI]

Informationstechnik Tech. Inform., 2002

Aufgabenorientierte und situationsgesteuerte Computerunterstützung für mobile Anwendungen in Indoor-Umgebungen.

[BibT_eX]

[DOI]

Proceedings of the Mensch & Computer 2002: Vom interaktiven Werkzeug zu kooperativen Arbeits- und Lernwelten, 2002

Supporting goal based interaction with dynamic intelligent environments.

[BibT_eX]

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Architecture Considerations for Interoperable Multi-modal Assistant Systems.

[BibT_eX]

[DOI]

Proceedings of the Interactive Systems. Design, 2002

2001

Electronic Multimodal Operation and Service-Assistance - Lead Project EMBASSI.

[BibT_eX]

[DOI]

Thorsten Herfet

Michael Schnaider

i-com, 2001

Intelligent interactive assistance and mobile multimedia computing.

[BibT_eX]

[DOI]

Heidrun Schumann

Comput. Graph., 2001

EMBASSI multimodal assistance for infotainment and service infrastructures.

[BibT_eX]

[DOI]

Thorsten Herfet

Michael Schnaider

Comput. Graph., 2001

The Telebuddy®: collective tele-presence and tele-conversation through physical avatars.

[BibT_eX]

[DOI]

Comput. Graph., 2001

EMBASSI: multimodal assistance for universal access to infotainment and service infrastructures.

[BibT_eX]

[DOI]

Thorsten Herfet

Michael Schnaider

Proceedings of the EC/NSF Workshop on Universal Accessibility of Ubiquitous Computing: Providing for the Elderly, 2001

1999

Interactive applications of personal situation-aware assistants.

[BibT_eX]

[DOI]

Esteban Chávez

Rüdiger Ide

Comput. Graph., 1999

SAMoA: An experimental platform for Situation-Aware Mobile Assistance.

[BibT_eX]

Esteban Chávez

Rüdiger Ide

Proceedings of the Architektur von Rechensystemen, Systemarchitektur auf dem Weg ins 3. Jahrtausend: Neue Strukturen, Konzepte, Verfahren und Bewertungsmethoden, 1999

1998

Visualisierung multimedialer Informationen mit mobilen Computersystemen - das MOVI-Projekt.

[BibT_eX]

[DOI]

Heidrun Schumann

Inform. Forsch. Entwickl., 1998

A Mobile System for Recording Examination Data of the Analysis of Functional Disorders of the Masticatory System.

[BibT_eX]

[DOI]