Search Results for author: Thomas Kirste

Found 8 papers, 0 papers with code

Towards Measuring Ethicality of an Intelligent Assistive System

no code implementations28 Feb 2023 M. Salman Shaukat, J. -C. Põder, Sebastian Bader, Thomas Kirste

There is a lack of research when it comes to analysing how such IAT adheres to provided ethical regulations due to ethical, logistic and cost issues associated with such an analysis.

Management Self-Driving Cars

Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition

no code implementations18 Jul 2022 Maximilian Popko, Sebastian Bader, Stefan Lüdtke, Thomas Kirste

We propose to identify such segments of similar behavior via clustering the distributions of annotations of the time segments.

Human Activity Recognition

SimDem A Multi-agent Simulation Environment to Model Persons with Dementia and their Assistance

no code implementations12 Jul 2021 Muhammad Salman Shaukat, Bjarne Christian Hiller, Sebastian Bader, Thomas Kirste

Developing artificial intelligence based assistive systems to aid Persons with Dementia (PwD) requires large amounts of training data.

Synthetic Data Generation

State-Space Abstractions for Probabilistic Inference: A Systematic Review

no code implementations18 Apr 2018 Stefan Lüdtke, Max Schröder, Frank Krüger, Sebastian Bader, Thomas Kirste

Furthermore, we provide new high-level categories that classify the approaches, based on common properties of the approaches.

Multiple Object Tracking

Lifted Filtering via Exchangeable Decomposition

no code implementations31 Jan 2018 Stefan Lüdtke, Max Schröder, Sebastian Bader, Kristian Kersting, Thomas Kirste

We present a model for exact recursive Bayesian filtering based on lifted multiset states.

Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems

no code implementations20 Jul 2017 Max Schröder, Stefan Lüdtke, Sebastian Bader, Frank Krüger, Thomas Kirste

We sketch a novel inference algorithm that provides a solution by incorporating concepts from Lifted Inference algorithms, Probabilistic Multiset Rewriting Systems, and Computational State Space Models.

Activity Recognition

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