Sebastian Bader

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 30

Top Venues

Dresden University of Technology (PHD)

Education History

Dresden University of Technology

PHD

Publications

Ole Fenske, Sebastian Bader, Thomas Kirste
Neuro-Symbolic Artificial Intelligence for Patient Monitoring. CoRR (2024)
Muhammad Salman Shaukat, Johann-Christian Põder, Sebastian Bader, Thomas Kirste
Towards Measuring Ethicality of an Intelligent Assistive System. CoRR (2023)
Maximilian Popko, Sebastian Bader, Stefan Lüdtke, Thomas Kirste
Discovering Behavioural Predispositions in Data to Improve Human Activity Recognition. iWOAR (2022)
Maximilian Popko, Sebastian Bader, Stefan Lüdtke, Thomas Kirste
Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition. CoRR (2022)
Timon Felske, Sebastian Bader, Thomas Kirste
Automatic Generation of Personalised and Context-Dependent Textual Interventions During Neuro-rehabilitation. Künstliche Intell. 36 (2) (2022)
Timon Felske, Stefan Lüdtke, Sebastian Bader, Thomas Kirste
Activity Recognition in Assembly Tasks by Bayesian Filtering in Multi-Hypergraphs. CoRR (2022)
A. B. M. Tariqul Islam, Sebastian Bader, Thomas Kirste
Evaluating neurorehabilitation exercises captured with commodity sensors and machine-learning framework. iWOAR (2022)
Peter Forbrig, Alexandru Bundea, Sebastian Bader
Engineering the Interaction of a Humanoid Robot Pepper with Post-Stroke Patients During Training Tasks. EICS (2021)
Alexandru Bundea, Sebastian Bader, Peter Forbrig
Interaction and Dialogue Design of a Humanoid Social Robot in an Analogue Neurorehabilitation Application. KES-HCIS (2021)
Muhammad Salman Shaukat, Bjarne Christian Hiller, Sebastian Bader, Thomas Kirste
SimDem A Multi-agent Simulation Environment to Model Persons with Dementia and their Assistance. CoRR (2021)
Martin Dyrba, Moritz Hanzig, Slawek Altenstein, Sebastian Bader, Tommaso Ballarini, Frederic Brosseron, Katharina Buerger, Daniel Cantré, Peter Dechent, Laura Dobisch, Emrah Düzel, Michael Ewers, Klaus Fliessbach, Wenzel Glanz, John D. Haynes, Michael T. Heneka, Daniel Janowitz, Deniz Baris Keles, Ingo Kilimann, Christoph Laske, Franziska Maier, Coraline D. Metzger, Matthias H. Munk, Robert Perneczky, Oliver Peters, Lukas Preis, Josef Priller, Boris Rauchmann, Nina Roy, Klaus Scheffler, Anja Schneider, Björn H. Schott, Annika Spottke, Eike J. Spruth, Marc-André Weber, Birgit Ertl-Wagner, Michael Wagner, Jens Wiltfang, Frank Jessen, Stefan J. Teipel
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease. CoRR (2020)
Stefan Lüdtke, Max Schröder, Sebastian Bader, Kristian Kersting, Thomas Kirste
Lifted Filtering via Exchangeable Decomposition. IJCAI (2018)
Stefan Lüdtke, Max Schröder, Sebastian Bader, Kristian Kersting, Thomas Kirste
Lifted Filtering via Exchangeable Decomposition. CoRR (2018)
Stefan Lüdtke, Max Schröder, Frank Krüger, Sebastian Bader, Thomas Kirste
State-Space Abstractions for Probabilistic Inference: A Systematic Review. J. Artif. Intell. Res. 63 (2018)
Stefan Lüdtke, Max Schröder, Frank Krüger, Sebastian Bader, Thomas Kirste
State-Space Abstractions for Probabilistic Inference: A Systematic Review. CoRR (2018)
Kristina Y. Yordanova, Sebastian Bader, Sarah Weschke, Frank Krüger, Judith Henf, Stefan J. Teipel, Thomas Kirste
Discovery of Causal Relations in the Challenging Behaviour of People with Dementia. PerCom Workshops (2018)
Albert Hein, Frank Krüger, Sebastian Bader, Peter Eschholz, Thomas Kirste
Challenges of collecting empirical sensor data from people with dementia in a field study. PerCom Workshops (2017)
Frank Krüger, Sebastian Bader, Albert Hein, Thomas Kirste
A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis. ICDM Workshops (2017)
Max Schröder, Stefan Lüdtke, Sebastian Bader, Frank Krüger, Thomas Kirste
Abstracting from Observation-Equivalent Entities in Human Behavior Modeling. AAAI Workshops (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. BIOSIGNALS (2017)
Max Schröder, Stefan Lüdtke, Sebastian Bader, Frank Krüger, Thomas Kirste
Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems. CoRR (2017)
Frank Krüger, Christina Heine, Sebastian Bader, Albert Hein, Stefan J. Teipel, Thomas Kirste
On the applicability of clinical observation tools for human activity annotation. PerCom Workshops (2017)
Max Schröder, Stefan Lüdtke, Sebastian Bader, Frank Krüger, Thomas Kirste
LiMa: Sequential Lifted Marginal Filtering on Multiset State Descriptions. KI (2017)
Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. CoRR (2017)
Eric Heiden, Sebastian Bader, Thomas Kirste
Concept and Realization of a Diagnostic System for Smart Environments. ICAART (2) (2017)
Kristina Y. Yordanova, Sebastian Bader, Frank Krüger, Albert Hein, Thomas Kirste
Automatic Detection of Challenging Behaviour of People with Dementia and Identification of Intervention Strategies - Requirements and Challenges. EPS (2016)
Kristina Y. Yordanova, Sebastian Bader, Christina Heine, Stefan J. Teipel, Thomas Kirste
Towards a situation model for assessing challenging behaviour of people with dementia. iWOAR (2016)
Max Schröder, Sebastian Bader, Frank Krüger, Thomas Kirste
Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data. ICAART (2) (2016)
Mario Aehnelt, Sebastian Bader
Providing and Adapting Information Assistance for Smart Assembly Stations. IntelliSys (1) (2016)
Max Schröder, Kristina Y. Yordanova, Sebastian Bader, Thomas Kirste
Tool support for the online annotation of sensor data. iWOAR (2016)
Mario Aehnelt, Sebastian Bader
From Information Assistance to Cognitive Automation: A Smart Assembly Use Case. ICAART (Revised Selected Papers) (2015)
Mario Aehnelt, Sebastian Bader
Information Assistance for Smart Assembly Stations. ICAART (2) (2015)
Sebastian Bader, Frank Krüger, Thomas Kirste
Computational causal behaviour models for assisted manufacturing. iWOAR (2015)
Daniel Moos, Sebastian Bader, Thomas Kirste
From Annotated Objects to Distributed Planning in Heterogeneous and Dynamic Environments. HCI (21) (2014)
Sebastian Bader, Mario Aehnelt
Tracking Assembly Processes and Providing Assistance in Smart Factories. ICAART (1) (2014)
Daniel Moos, Sebastian Bader, Thomas Kirste
From Intelligibility to Debuggability in Context-Aware Systems. KI (2014)
Philipp Lehsten, Sebastian Bader, Djamshid Tavangarian
CASA - Context-Aware Service Access. J. Integr. Des. Process. Sci. 18 (1) (2014)
Sebastian Bader, Robin Nicolay, Thomas Kirste
Agent-Based Proactive Support in Smart Environments. Intelligent Environments (2013)
Sebastian Bader
Generating Explanations for Pro-active Assistance from Formal Action Descriptions. AmI (2013)
Sebastian Bader
Consistency of Goalaviour-Based Control Systems. Intelligent Environments (2013)
Mario Aehnelt, Sebastian Bader, Gernot Ruscher, Frank Krüger, Bodo Urban, Thomas Kirste
Situation Aware Interaction with Multi-modal Business Applications in Smart Environments. HCI (15) (2013)
Frank Krüger, Alexander Steiniger, Sebastian Bader, Thomas Kirste
Evaluating the robustness of activity recognition using computational causal behavior models. UbiComp (2012)
Till Wollenberg, Sebastian Bader, Andreas Ahrens
Measuring channel occupancy for 802.11 wireless LAN in the 2.4 GHz ISM band. MSWiM (2012)
Sebastian Bader, Martin Nyolt
A context-aware publish-subscribe middleware for distributed smart environments. PerCom Workshops (2012)
Sebastian Bader, René Leistikow
Levels of Adaptation and Control. DCAI (2011)
Sebastian Bader
Agentification of Objects in Heterogeneous Dynamic Environments. MATES (2011)
Sebastian Bader, Martin Dyrba
Goalaviour-Based Control of Heterogeneous and Distributed Smart Environments. Intelligent Environments (2011)
Frank Krüger, Gernot Ruscher, Sebastian Bader, Thomas Kirste
A Context-Aware Proactive Controller for Smart Environments. i-com 10 (1) (2011)
Jens Lehmann, Sebastian Bader, Pascal Hitzler
Extracting reduced logic programs from artificial neural networks. Appl. Intell. 32 (3) (2010)
Sebastian Bader, Gernot Ruscher, Thomas Kirste
A middleware for rapid prototyping smart environments: experiences in research and teaching. UbiComp (Adjunct Papers) (2010)
Sebastian Bader, Thomas Kirste, William G. Griswold, Alke Martens
PerEd 2010: the third workshop on pervasive computing education. UbiComp (Adjunct Papers) (2010)
Sebastian Bader
Extracting Propositional Rules from Feedforward Neural Networks by Means of Binary Decision Diagrams. NeSy (2009)
Sebastian Bader, Steffen Hölldobler, Nuno C. Marques
Guiding Backprop by Inserting Rules. NeSy (2008)
Sebastian Bader, Pascal Hitzler, Steffen Hölldobler
Connectionist model generation: A first-order approach. Neurocomputing 71 (13-15) (2008)
Sebastian Bader, Steffen Hölldobler, Valentin Mayer-Eichberger
Extracting Propositional Rules from Feed-forward Neural Networks - A New Decompositional Approach. NeSy (2007)
Sebastian Bader, Pascal Hitzler, Steffen Hölldobler, Andreas Witzel
A Fully Connectionist Model Generator for Covered First-Order Logic Programs. IJCAI (2007)
Sebastian Bader, Steffen Hölldobler
The Core Method: Connectionist Model Generation. ICANN (2) (2006)
Sebastian Bader, Pascal Hitzler
Dimensions of Neural-symbolic Integration - A Structured Survey CoRR (2005)
Sebastian Bader, Artur S. d'Avila Garcez, Pascal Hitzler
Computing First-Order Logic Programs by Fibring Artificial Neural Networks. FLAIRS Conference (2005)
Sebastian Bader, Pascal Hitzler
Dimensions of Neural-symbolic Integration - A Structured Survey. We Will Show Them! (1) (2005)
Sebastian Bader, Steffen Hölldobler, Alexandre Scalzitti
Semiring Artificial Neural Networks and Weighted Automata. And an Application to Digital Image Encoding. KI (2004)
Sebastian Bader, Pascal Hitzler, Steffen Hölldobler
The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence CoRR (2004)
Sebastian Bader, Pascal Hitzler
Logic programs, iterated function systems, and recurrent radial basis function networks. J. Appl. Log. 2 (3) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sebastian Bader