Sebastian Bader

Orcid: 0000-0001-8786-6242

Affiliations:
  • University of Rostock, Department of Computer Science, Germany
  • TU Dresden, International Center for Computational Logic, Germany


According to our database1, Sebastian Bader authored at least 64 papers between 2004 and 2023.

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Bibliography

2023
Analysis of the therapeutic interaction provided by a humanoid robot serving stroke survivors as a therapeutic assistant for arm rehabilitation.
Frontiers Robotics AI, February, 2023

Towards Measuring Ethicality of an Intelligent Assistive System.
CoRR, 2023

2022
Automatic Generation of Personalised and Context-Dependent Textual Interventions During Neuro-rehabilitation.
Künstliche Intell., 2022

Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition.
CoRR, 2022

Activity Recognition in Assembly Tasks by Bayesian Filtering in Multi-Hypergraphs.
CoRR, 2022

Discovering Behavioural Predispositions in Data to Improve Human Activity Recognition.
Proceedings of the 7th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, 2022

Evaluating neurorehabilitation exercises captured with commodity sensors and machine-learning framework.
Proceedings of the 7th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, 2022

2021
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.
Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

SimDem A Multi-agent Simulation Environment to Model Persons with Dementia and their Assistance.
CoRR, 2021

Interaction and Dialogue Design of a Humanoid Social Robot in an Analogue Neurorehabilitation Application.
Proceedings of the Human Centred Intelligent Systems, 2021

Engineering the Interaction of a Humanoid Robot Pepper with Post-Stroke Patients During Training Tasks.
Proceedings of the EICS '21: ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2021

2020
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease.
CoRR, 2020

2018
State-Space Abstractions for Probabilistic Inference: A Systematic Review.
J. Artif. Intell. Res., 2018

Discovery of Causal Relations in the Challenging Behaviour of People with Dementia.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Lifted Filtering via Exchangeable Decomposition.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.
CoRR, 2017

Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems.
CoRR, 2017

Challenges of collecting empirical sensor data from people with dementia in a field study.
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.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

LiMa: Sequential Lifted Marginal Filtering on Multiset State Descriptions.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Concept and Realization of a Diagnostic System for Smart Environments.
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.
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.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Towards a situation model for assessing challenging behaviour of people with dementia.
Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, 2016

Tool support for the online annotation of sensor data.
Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, 2016

Providing and Adapting Information Assistance for Smart Assembly Stations.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data.
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.
Proceedings of the European Project Space on Intelligent Technologies, 2016

2015
Describing and Evaluating Assistance Using APDL.
Proceedings of the Smart Modeling and Simulation for Complex Systems - Practice and Theory, 2015

Computational causal behaviour models for assisted manufacturing.
Proceedings of the 2nd international Workshop on Sensor-based Activity Recognition and Interaction, 2015

From Information Assistance to Cognitive Automation: A Smart Assembly Use Case.
Proceedings of the Agents and Artificial Intelligence - 7th International Conference, 2015

Information Assistance for Smart Assembly Stations.
Proceedings of the ICAART 2015, 2015

2014
CASA - Context-Aware Service Access.
J. Integr. Des. Process. Sci., 2014

From Intelligibility to Debuggability in Context-Aware Systems.
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Tracking Assembly Processes and Providing Assistance in Smart Factories.
Proceedings of the ICAART 2014, 2014

From Annotated Objects to Distributed Planning in Heterogeneous and Dynamic Environments.
Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2014

2013
Agent-Based Proactive Support in Smart Environments.
Proceedings of the 9th International Conference on Intelligent Environments, 2013

Consistency of Goalaviour-Based Control Systems.
Proceedings of the 9th International Conference on Intelligent Environments, 2013

Situation Aware Interaction with Multi-modal Business Applications in Smart Environments.
Proceedings of the Human Interface and the Management of Information. Information and Interaction for Learning, Culture, Collaboration and Business,, 2013

Generating Explanations for Pro-active Assistance from Formal Action Descriptions.
Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012
A context-aware publish-subscribe middleware for distributed smart environments.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Measuring channel occupancy for 802.11 wireless LAN in the 2.4 GHz ISM band.
Proceedings of the 15th ACM International Conference on Modeling, 2012

Evaluating the robustness of activity recognition using computational causal behavior models.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

2011
A Context-Aware Proactive Controller for Smart Environments.
i-com, 2011

Agentification of Objects in Heterogeneous Dynamic Environments.
Proceedings of the Multiagent System Technologies - 9th German Conference, 2011

Goalaviour-Based Control of Heterogeneous and Distributed Smart Environments.
Proceedings of the 7th International Conference on Intelligent Environments, 2011

Levels of Adaptation and Control.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2011

2010
Extracting reduced logic programs from artificial neural networks.
Appl. Intell., 2010

A middleware for rapid prototyping smart environments: experiences in research and teaching.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

PerEd 2010: the third workshop on pervasive computing education.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

2009
Neural-symbolic integration.
PhD thesis, 2009

Extracting Propositional Rules from Feedforward Neural Networks by Means of Binary Decision Diagrams.
Proceedings of the Fifth International Workshop on Neural-Symbolic Learning and Reasoning, 2009

2008
Connectionist model generation: A first-order approach.
Neurocomputing, 2008

Guiding Backprop by Inserting Rules.
Proceedings of the Fourth International Workshop on Neural-Symbolic Learning and Reasoning, 2008

2007
The Core Method: Connectionist Model Generation for First-Order Logic Programs.
Proceedings of the Perspectives of Neural-Symbolic Integration, 2007

Extracting Propositional Rules from Feed-forward Neural Networks - A New Decompositional Approach.
Proceedings of the 3rd International Workshop on Neural-Symbolic Learning and Reasoning, 2007

A Fully Connectionist Model Generator for Covered First-Order Logic Programs.
Proceedings of the IJCAI 2007, 2007

2006
The Core Method: Connectionist Model Generation.
Proceedings of the Artificial Neural Networks, 2006

2005
Computing First-Order Logic Programs by Fibring Artificial Neural Networks.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Dimensions of Neural-symbolic Integration - A Structured Survey.
Proceedings of the We Will Show Them! Essays in Honour of Dov Gabbay, Volume One, 2005

2004
Logic programs, iterated function systems, and recurrent radial basis function networks.
J. Appl. Log., 2004

The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence
CoRR, 2004

Semiring Artificial Neural Networks and Weighted Automata. And an Application to Digital Image Encoding.
Proceedings of the KI 2004: Advances in Artificial Intelligence, 2004


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