Forschung und Transfer
Der Studiengang Angewandte Informatik ist aktiv in der Forschung. Wir sind dabei ein innovativer Partner für den Transfer dieser Erkenntnisse in die Unternehmen. Auch profitiert unsere Lehre von der Vernetzung mit den verschiedenen Forschungsvorhaben.
Unser Kompetenzzentrum für "Intelligente Systeme für Produktion und Logistik (ISPL)" arbeitet vor allem auf drei Gebieten:
- Production Analytics
- Schwarmintelligenz, KI und Deep Learning
- Persönliche Assistenzsysteme für den Mittelstand
Auswahl daraus entstandener Publikationen:
Dirk Saller / Bora I. Kumova
Mining Causal Hypotheses in Categorical Time Series by Iterating on Binary Correlations
Conference paper at Cross Domain Conference for Machine Learning and Knowledge Extraction CD-MAKE 21,
published in Springer Lecture Notes in Computer Science (LNCS),
Machine Learning and Knowledge Extraction (2021), Eds. Holzinger, Kieseberg, Min Tjoa, Weippl
pp. 99-114
https://doi.org/10.1007/978-3-030-84060-0_7
Dirk Saller / C. Hennebold / Bora I. Kumova
Detecting Causalities in Production Environments using Time Lag Identification with Cross-Correlation in Production State Time Series
Conference paper at 19th International Conference, ICAISC 2020 Zakopane, Poland, October 12–14, 2020, published in Springer Lecture Notes in Computer Science (LNCS),
Artificial Intelligence and Soft Computing Part II (2020), Eds. Rutkowski, Scherer, Korytkowski, Pedrycz, Tadeusiewicz, Zurada,
pp. 243-252
https://doi.org/10.1007/978-3-030-61534-5_22
Markus Breckner / Andre Hofmeister
Component-based approach for intelligent evaluation of complex algorithms
IEEE World Congress on Computational Intelligence (IEEE WCCI 2016),
Vancouver, Kanada
Status: Angenommen für IEEE CEC Special Session "Intelligent Evaluation
of Complex Algorithms (IEOCA)"
Christian Eichmann
Team formation based on nature-inspired Swarm Intelligence
4th International Conference on Software and Information Engineering
(ICSIE 2015), Dubai, VAE
Best Presentation (Session I)
Anton Pohl
Plugin for Visual Paradigm for generating and intelligent optimization
of a Component Diagram based on attributes in the Class Diagram
4th International Conference on Software and Information Engineering
(ICSIE 2015), Dubai, VAE
Best Presentation (Session II)
Stefan Schultes
Building a component-based Software Architecture with maximum Cohesion
and minimum Coupling based on Ant Colony Optimization
8th International Conference on Advanced Computer Theory and Engineering
(ICACTE 2015), Berlin, Deutschland
Best Paper Award
Markus Breckner / Andre Hofmeister
Component-based approach for intelligent evaluation of complex algorithms
5th IEEE International Conference on Software Engineering and Service
Science (ICSESS 2014), Peking, China
Niklas Kiehne
Keyword-based service matching in a cloud environment using
nature-inspired Swarm Intelligence
4th International Conference on Computer and Software Modeling (ICCSM
2014), Bangkok, Thailand
Best Paper Award