Search Results for author: Sebastian Bader

Found 12 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

An artificial neural network-based system for detecting machine failures using tiny sound data: A case study

no code implementations23 Sep 2022 Thanh Tran, Sebastian Bader, Jan Lundgren

The augmented dataset was created by combining these synthesized sounds with the original sounds.

Denoising Induction Motor Sounds Using an Autoencoder

no code implementations8 Aug 2022 Thanh Tran, Sebastian Bader, Jan Lundgren

In the scope of this paper, we demonstrate the removal of generated noise with Gaussian distribution and the environmental noise with a specific example of the water sink faucet noise from the induction motor sounds.

Denoising

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.

Neural-Symbolic Learning and Reasoning: A Survey and Interpretation

no code implementations10 Nov 2017 Tarek R. Besold, Artur d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro Domingos, Pascal Hitzler, Kai-Uwe Kuehnberger, Luis C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha

Recent studies in cognitive science, artificial intelligence, and psychology have produced a number of cognitive models of reasoning, learning, and language that are underpinned by computation.

Philosophy

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

Dimensions of Neural-symbolic Integration - A Structured Survey

no code implementations10 Nov 2005 Sebastian Bader, Pascal Hitzler

Research on integrated neural-symbolic systems has made significant progress in the recent past.

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