Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021An expert-driven probabilistic assessment of the safety and security of offshore wind farms
Ramírez-Agudelo, Oscar Hernán; Köpke, Corinna; Guillouet, Yann; Schäfer-Frey, Jan; Engler, Evelin; Mielniczek, Jennifer; Sill Torres, Frank
Journal Article
2021Reinforcement Learning based Optimization of Bayesian Networks for Generating Feasible Vehicle Configuration Suggestions
Dürr, Simon; Lamprecht, Raphael; Kauffmann, Matthias; Huber, Marco
Conference Paper
2020Bayesian network model for accessing safety and security of offshore wind farms
Ramírez-Agudelo, Oscar Hernán; Köpke, Corinna; Sill Torres, Frank
Conference Paper
2020Bayesian Perceptron: Towards fully Bayesian Neural Networks
Huber, Marco
Conference Paper
2020A conceptual model to enable prescriptive maintenance for etching equipment in semiconductor manufacturing
Biebl, Fabian; Glawar, Robert; Jalali, Anahid; Ansari, Fazel; Haslhofer, Bernhard; Boer, Peter de; Sihn, Wilfried
Journal Article
2020Prescriptive Maintenance of CPPS by Integrating Multimodal Data with Dynamic Bayesian Networks
Ansari, Fazel; Glawar, Robert; Sihn, Wilfried
Conference Paper
2020Validation of Decisions of a Multilayer Perceptron Learning Algorithm for the Identification of Net Attacks with the Aid of Bayesian Classifiers
Fang, Yuqi; Kempf, Michael; Sauer, Alexander
Conference Paper
2019Comparison of Different Probabilistic Graphical Models as Causal Models in Alarm Flood Reduction
Wunderlich, Paul; Hranisavljevic, Nemanja
Conference Paper
2019Dynamic Risk Assessment Enabling Automated Interventions for Medical Cyber-Physical Systems
Leite, Fábio L.; Schneider, Daniel; Adler, Rasmus
Conference Paper
2019Optimizing Machining Processes with the Aid of Bayesian Networks
Kempf, Michael; Hitzelberger, Kevin
Conference Paper
2018Interactive decision support: A framework to improve diagnostic processes of cancerous diseases using bayesian networks
Philipp, P.; Beyerer, Jürgen; Robert, Sebastian; Hempel, D.
Conference Paper
2018Maintenance Scheduling for an End-Effector of an Industrial Robot with the Aid of Influence Diagrams
Kempf, Michael; Madsen, Anders L.; Sondberg-Jeppesen, Nicolaj; Rocher, Paulino; Thompson, Ian
Conference Paper
2018Modeling project criticality in IT project portfolios
Neumeier, Anna; Radszuwill, Sven; Zare Garizy, Tirazheh
Journal Article
2017Degradation model constructed with the aid of dynamic Bayesian networks
Lorenzoni, Anselm; Kempf, Michael; Mannuß, Oliver
Journal Article
2017Expert Systems in Special Machinery: Increasing the Productivity of Processes in Commissioning
Poeschl, Sebastian; Lieb, Jannik; Wirth, Frank; Bauernhansl, Thomas
Journal Article
2017Process Planning in Special Machinery: Increasing Reliability in Volatile Surroundings
Poeschl, Sebastian; Röck, Dominik; Wirth, Frank; Bauernhansl, Thomas
Journal Article
2015Degradation processes modelled with Dynamic Bayesian Networks
Lorenzoni, Anselm; Kempf, Michael
Conference Paper
2015Monitoring the degradation of a linear axis with the aid of a dynamic bayesian network model
Kempf, Michael; Moser, Ulrich; Lorenzoni, Anselm
Conference Paper
2014Degradation model constructed with the aid of dynamic Bayesian networks
Lorenzoni, Anselm; Kempf, Michael
Conference Paper
2014Software Project Effort Estimation
Trendowicz, Adam; Jeffrey, Ross
Book
2013Optimization of customer satisfaction using Bayesian networks
Kempf, Michael
Conference Paper
2012Automatic generation of digital terrain models from LiDAR and hyperspectral data using Bayesian networks
Perpeet, Dominik; Groß, Wolfgang; Middelmann, Wolfgang
Conference Paper
2009rSMILE, an interface to the Bayesian network package GeNIe/SMILE
Friedrich, C.M.; Klinger, R.
Conference Paper
2008Ein Bayes'scher Ansatz zur Bewertung technischer Risiken im Entwicklungsprozess
Kempf, Michael
Journal Article
2007Bewertung technischer Risiken im Entwicklungsprozess
Kempf, Michael
Journal Article
2006A bayesian approach assessing the availability of technical systems under different operating conditions throughout their life cycle
Mannuß, O.; Schneider, S.; Kempf, M.; Westkämper, E.
Conference Paper
2006Bayesian nets for life cycle cost forecasting
Janz, D.; Schneider, S.; Kempf, M.; Westkämper, E.
Conference Paper
2005Making reliability statements for technical systems under different environmental conditions - an application of Bayesian networks
Schneider, S.; Kempf, M.
Conference Paper
2004Quality prediction in complex product development processes
Kempf, M.
Conference Paper
2004Quality prognosis in rapid product development
Grzesiak, A.; Kempf, M.
Journal Article
2003Applying bayesian belief networks for early software quality modeling
Trendowicz, A.; Punter, T.
Report
2003Context-sensitive selection of methods during product design
Kempf, M.
Conference Paper
2003Quality modeling for software product lines
Trendowicz, A.; Punter, T.
Conference Paper
2001Failure analysis with the aid of bayesian networks
Kempf, M.
Conference Paper
2001Populationsbasierte Optimierung durch das Lernen von Interaktionen mit Bayes'schen Netzen
Mahnig, T.
Book
1994Applying Bayesian Networks to Fault Diagnosis
Kirsch, H.; Kroschel, K.
Conference Paper