Stefan Kollmann

According to our database, Stefan Kollmann authored at least 14 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain.

Alireza Estaji, Maximilian Götzinger, Benedikt Tutzer, Stefan Kollmann, Thilo Sauter, Axel Jantsch

IEEE Trans. Ind. Informatics, January, 2025

2020

Comparison of Preprocessors for Machine Learning in the Predictive Maintenance Domain.

Stefan Kollmann, Alireza Estaji, Aleksey Bratukhin, Alexander Wendt, Thilo Sauter

Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020

Cognitive Architectures for Process Monitoring - an Analysis.

Alexander Wendt, Stefan Kollmann, Aleksey Bratukhin, Alireza Estaji, Thilo Sauter, Axel Jantsch

Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

2018

A Cognitive System Architecture for Building Energy Management.

Gerhard Zucker, Andreas Sporr, Stefan Kollmann, Alexander Wendt, Lydia Siafara, Andreas Fernbach

IEEE Trans. Ind. Informatics, 2018

Demo Abstract: Demonstration of new sensor and actuator equipment for distributed grids.

Marcus Meisel, Stefan Kollmann, Stefan Wilker, Alexander Wendt, Lampros Fotiadis, Friedrich Bauer, Georg Kienesberger

Comput. Sci. Res. Dev., 2018

Using Smart Breakers for Demand Side Management in Smart Grids.

Stefan Kollmann, Marcus Meisel, Stefan Wilker, Thilo Sauter

Proceedings of the 27th IEEE International Symposium on Industrial Electronics, 2018

Usage of Cognitive Architectures in the Development of Industrial Applications - Utilization of a General Cognitive Process in the Domain Building Automation.

Alexander Wendt, Stefan Kollmann, Lydia Siafara, Yevgen Biletskiy

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2017

Local intelligence for a customer energy management system equipped with smart breakers.

Stefan Kollmann, Stefan Wilker, Marcus Meisel, Alexander Wendt, Lampros Fotiadis, Thilo Sauter

Proceedings of the IEEE 13th International Workshop on Factory Communication Systems, 2017

Autonomous control strategy creation for building energy management.

Gerhard Zucker, Stefan Kollmann

Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017

2016

Towards a Cognitive Multi-agent System for Building Control.

Stefan Kollmann, Lydia C. Siafara, Samer Schaat, Alexander Wendt

Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

2015

Decision-making in the cognitive architecture SiMA.

Alexander Wendt, Friedrich Gelbard, Martin Fittner, Samer Schaat, Matthias Jakubec, Christian Brandstatter, Stefan Kollmann

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

Examination of foundational AGI-agents in Artificial-Life simulations.

Samer Schaat, Stefan Kollmann, Olga Zhukova, Dietmar Dietrich, Klaus Doblhammer

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

Emotion in Consumer Simulations for the Development and Testing of Recommendations for Marketing Strategies.

Samer Schaat, Aleksandar Miladinovic, Stefan Wilker, Stefan Kollmann, Stephan Dickert, Erdem Geveze, Verena Gruber

Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems, 2015

Interdisciplinary Development and Evaluation of Cognitive Architectures Exemplified with the SiMA Approach.

Samer Schaat, Alexander Wendt, Stefan Kollmann, Friedrich Gelbard, Matthias Jakubec

Proceedings of the EuroAsianPacific Joint Conference on Cognitive Science / 4th European Conference on Cognitive Science / 11th International Conference on Cognitive Science, 2015