Ralf Gitzel

According to our database, Ralf Gitzel authored at least 47 papers between 2001 and 2024.

Collaborative distances:

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

2024

Toward Cognitive Assistance and Prognosis Systems in Power Distribution Grids - Open Issues, Suitable Technologies, and Implementation Concepts.

Ralf Gitzel, Martin W. Hoffmann, Philipp zur Heiden, Alexander Skolik, Sascha Kaltenpoth, Oliver Müller, Cansu Kanak, Kajan Kandiah, Max-Ferdinand Stroh, Wolfgang Boos, Maurizio Zajadatz, Michael Suriyah, Thomas Leibfried, Dhruv Suresh Singhal, Moritz Bürger, Dennis Hunting, Alexander Rehmer, Aydin Boyaci

IEEE Access, 2024

2022

Maps of Infrared Images to Detect Equipment Faults.

Ralf Gitzel, Holger Kaul, Marcel Dix

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021

Using Synthetic Data to Train a Visual Condition Monitoring System for Leak Detection.

Ralf Gitzel, Arzam Muzaffar Kotriwala, Tobias Fechner, Martin Schiefer

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

2020

Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.

Martin W. Hoffmann, Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, Ido Amihai, Bodo Forg, Michael Suriyah, Thomas Leibfried, Volker Stich, Jan Hicking, Martin Bremer, Lars Kaminski, Daniel Beverungen, Philipp zur Heiden, Tanja Tornede

Sensors, 2020

2019

Towards Robust ML-Algorithms for the Condition Monitoring of Switchgear.

Ralf Gitzel, Ido Amihai, Marina Sofia Garcia Perez

Proceedings of the First International Conference on Societal Automation, 2019

A Four-Layer Architecture Pattern for Constructing and Managing Digital Twins.

Somayeh Malakuti, Johannes Schmitt, Marie Platenius-Mohr, Sten Grüner, Ralf Gitzel, Prerna Bihani

Proceedings of the Software Architecture - 13th European Conference, 2019

2018

An Industrial Case Study Using Vibration Data and Machine Learning to Predict Asset Health.

Ido Amihai, Ralf Gitzel, Arzam Muzaffar Kotriwala, Diego Pareschi, Subanatarajan Subbiah, Guruprasad Sosale

Proceedings of the 20th IEEE Conference on Business Informatics, 2018

Modeling Machine Health Using Gated Recurrent Units with Entity Embeddings and K-Means Clustering.

Ido Amihai, Moncef Chioua, Ralf Gitzel, Arzam Muzaffar Kotriwala, Diego Pareschi, Guruprasad Sosale, Subanatarajan Subbiah

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

A Data Quality Dashboard for CMMS Data.

Ralf Gitzel, Subanatarajan Subbiah, Christopher Ganz

Proceedings of the 7th International Conference on Operations Research and Enterprise Systems, 2018

2017

More Observations, More Variables or More Quality? - Data Acquisition Strategies to Enhance Uncertainty Analytics for Industrial Service Contracting.

Björn Schmitz, Gerhard Satzger, Ralf Gitzel

Proceedings of the Exploring Services Science - 8th International Conference, 2017

2016

Industrial Services as a Research Discipline.

Ralf Gitzel, Björn Schmitz, Hansjörg Fromm, Alf J. Isaksson, Thomas Setzer

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2016

Data Quality in Time Series Data: An Experience Report.

Ralf Gitzel

Proceedings of the CBI 2016 Industrial Track co-located with 18th IEEE Conference on Business Informatics (CBI 2016), 2016

Vorwort.

Thomas Setzer, Stefan Nickel, Christof Weinhardt, Ralph Grothmann, Thomas A. Runkler, Ralf Gitzel, Hansjörg Fromm

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016

2015

Integrative Service Innovation: An Industrial Use Case.

Martin W. Krueger, Eng K. Chew, Zied M. Ouertani, Ralf Gitzel

Proceedings of the 17th IEEE Conference on Business Informatics, 2015

A Data Quality Dashboard for Reliability Data.

Ralf Gitzel, Simone Turrin, Sylvia Maczey

Proceedings of the 17th IEEE Conference on Business Informatics, 2015

2014

Vorwort.

Thomas Setzer, Stefan Nickel, Ralf Gitzel, Thomas A. Runkler, Christof Weinhardt

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2014

2013

Foreword.

Markus Aleksy, Ralf Gitzel, Andreas Krall, Hanspeter Mössenböck, Christian W. Probst, Ben Stephenson

Sci. Comput. Program., 2013

Utilizing Residual Life Information for Improved Maintenance Services.

Ralf Gitzel, Benjamin Klöpper, Zied M. Ouertani, Simone Turrin, Ingo Lange

Proceedings of the IEEE 15th Conference on Business Informatics, 2013

Seamless maintenance - Integration of FDI Device Management & CMMS.

Dirk Schulz, Ralf Gitzel

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2011

Principles and Practice of Programming in Java 2008 - Special issue.

R. Nigel Horspool, Ralf Gitzel, Giacomo Cabri, Markus Aleksy

Sci. Comput. Program., 2011

Preliminary Thoughts on Cost-based Investment Decisions in IT: A Problem Analysis.

Ralf Gitzel, Christian Cuske, Carsten Munch

Proceedings of the Sixth International Conference on Availability, 2011

2010

Combining Architecture-based Software Reliability Predictions with Financial Impact Calculations.

Franz Brosch, Ralf Gitzel, Heiko Koziolek, Simone Krug

Proceedings of the 7th International Workshop on Formal Engineering approaches to Software Components and Architectures, 2010

Towards a software failure cost impact model for the customer: an analysis of an open source product.

Ralf Gitzel, Simone Krug, Manuel Brhel

Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 2010

2009

PPPJ special issue-Foreword.

Markus Aleksy, Vasco Amaral, Ralf Gitzel, James F. Power, John Waldron

Sci. Comput. Program., 2009

2008

PPPJ 2006 special issue - foreword.

Markus Aleksy, Ralf Gitzel, John Waldron, James F. Power

Sci. Comput. Program., 2008

Techniques for the Efficient Resource Management of Context-Sensitive Mobile Applications and Their Utilization in Industrial Field Service.

Markus Aleksy, Ralf Gitzel, Gerhard Vollmar, Nicolaie Fantana, Christian Stich, Makoto Takizawa

J. Mobile Multimedia, 2008

Introduction to Service Issues in Industrial IT Infrastructures.

Ralf Gitzel

Proceedings of the 12th International IEEE Enterprise Distributed Object Computing Conference, 2008

Techniques for Efficient Resource Management for Context-Sensitive Mobile Applications.

Markus Aleksy, Ralf Gitzel, Gerhard Vollmar, Nicolaie Fantana, Christian Stich, Makoto Takizawa

Proceedings of the Second International Conference on Complex, 2008

2007

Using established Web Engineering knowledge in model-driven approaches.

Ralf Gitzel, Axel Korthaus, Martin Schader

Sci. Comput. Program., 2007

Ontological Extension to the MOF Metamodel as a Basis for Code Generation.

Ralf Gitzel, Ingo Ott, Martin Schader

Comput. J., 2007

Generating Families of Business Components from Metamodel Hierarchies.

Markus Aleksy, Michael Schwind, Ralf Gitzel

Proceedings of the First International Conference on Complex, 2007

2006

Model-driven software development using a metamodel-based extension mechanism for UML.

Ralf Gitzel

PhD thesis, 2006

Foreword.

Markus Aleksy, Ralf Gitzel, John Waldron

Sci. Comput. Program., 2006

Experiences with hierarchy-based code generation in the J2EE context.

Ralf Gitzel, Michael Schwind

Proceedings of the 4th International Symposium on Principles and Practice of Programming in Java, 2006

2005

The Impact of Patterns on Services and Vice Versa.

Markus Aleksy, Ralf Gitzel

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

2004

Implementation of a model-centric web application framework with J2EE.

Ralf Gitzel, Markus Aleksy

Proceedings of the 3rd International Symposium on Principles and Practice of Programming in Java, 2004

Value type-based smart proxies: a concept for adaptable distributed applications.

Markus Aleksy, Ralf Gitzel

Proceedings of the Intenational Symposium on Information and Communication Technologies, 2004

Developing Web Applications for Small and Medium-sized Enterprises - An Experience Report.

Markus Aleksy, Ralf Gitzel, Michael Schwind

Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

2003

Handling Huge Data Sets in J2EE/EJB2.1 with a Page-by-Page Iterator Pattern Variant for CMP.

Ralf Gitzel, Axel Korthaus, Nima Mazloumi

Proceedings of the International Conference on Software Engineering Research and Practice, 2003

MIEA 2003 workshop: message from the editors.

Ralf Gitzel, Markus Aleksy

Proceedings of the 1st Intenational Symposium on Information and Communication Technologies, 2003

Relationship between the standard compliance of IDL-compilers and interoperability of CORBA-based applications.

Markus Aleksy, Ralf Gitzel

Proceedings of the 1st Intenational Symposium on Information and Communication Technologies, 2003

Code Generation for Distributed Systems.

Markus Aleksy, Ralf Gitzel

Proceedings of the ICEIS 2003, 2003

Domänenspezifische Codeerzeugung für Webapplikationen im E-Commerce Umfeld.

Ralf Gitzel

Proceedings of the Berliner XML Tage 2003, 13.-15. Oktober 2003 in Berlin, 2003

Realizing Web Designs with the Cobana Framework.

Ralf Gitzel, Axel Korthaus, Nima Mazloumi

Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

2002

Using Orchid Diagrams for Information Visualisation.

Markus Aleksy, Ralf Gitzel, Nils Schumacher

Proceedings of the International Conference on Information Visualisation, 2002

Design and Implementation of a Leasing Service for CORBA-Based Applications.

Markus Aleksy, Ralf Gitzel

Proceedings of the 1st International Symposium on Cyber Worlds (CW 2002), 2002

2001

ViDiO - Visual Distribution of Objects.

Markus Aleksy, Ralf Gitzel

Proceedings of the International Conference on Information Visualisation, 2001