Ralf Gitzel

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 13

Top Venues

University of Mannheim (PHD)

Education History

University of Mannheim

PHD

Publications

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
Toward Cognitive Assistance and Prognosis Systems in Power Distribution Grids - Open Issues, Suitable Technologies, and Implementation Concepts. IEEE Access 12 (2024)
Ralf Gitzel, Holger Kaul, Marcel Dix
Maps of Infrared Images to Detect Equipment Faults. BigDataService (2022)
Ralf Gitzel, Arzam Muzaffar Kotriwala, Tobias Fechner, Martin Schiefer
Using Synthetic Data to Train a Visual Condition Monitoring System for Leak Detection. BigDataService (2021)
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
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors 20 (7) (2020)
Somayeh Malakuti, Johannes Schmitt, Marie Platenius-Mohr, Sten Grüner, Ralf Gitzel, Prerna Bihani
A Four-Layer Architecture Pattern for Constructing and Managing Digital Twins. ECSA (2019)
Ralf Gitzel, Ido Amihai, Marina Sofia Garcia Perez
Towards Robust ML-Algorithms for the Condition Monitoring of Switchgear. SA (2019)
Ralf Gitzel, Subanatarajan Subbiah, Christopher Ganz
A Data Quality Dashboard for CMMS Data. ICORES (2018)
Ido Amihai, Moncef Chioua, Ralf Gitzel, Arzam Muzaffar Kotriwala, Diego Pareschi, Guruprasad Sosale, Subanatarajan Subbiah
Modeling Machine Health Using Gated Recurrent Units with Entity Embeddings and K-Means Clustering. INDIN (2018)
Ido Amihai, Ralf Gitzel, Arzam Muzaffar Kotriwala, Diego Pareschi, Subanatarajan Subbiah, Guruprasad Sosale
An Industrial Case Study Using Vibration Data and Machine Learning to Predict Asset Health. CBI (1) (2018)
Björn Schmitz, Gerhard Satzger, Ralf Gitzel
More Observations, More Variables or More Quality? - Data Acquisition Strategies to Enhance Uncertainty Analytics for Industrial Service Contracting. IESS (2017)
Ralf Gitzel
Data Quality in Time Series Data: An Experience Report. CBI (Industrial Track) (2016)
Ralf Gitzel, Björn Schmitz, Hansjörg Fromm, Alf J. Isaksson, Thomas Setzer
Industrial Services as a Research Discipline. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 11 (2016)
Thomas Setzer, Stefan Nickel, Christof Weinhardt, Ralph Grothmann, Thomas A. Runkler, Ralf Gitzel, Hansjörg Fromm
Vorwort. MKWI (2016)
Ralf Gitzel, Simone Turrin, Sylvia Maczey
A Data Quality Dashboard for Reliability Data. CBI (1) (2015)
Martin W. Krueger, Eng K. Chew, Zied M. Ouertani, Ralf Gitzel
Integrative Service Innovation: An Industrial Use Case. CBI (1) (2015)
Thomas Setzer, Stefan Nickel, Ralf Gitzel, Thomas A. Runkler, Christof Weinhardt
Vorwort. MKWI (2014)
Markus Aleksy, Ralf Gitzel, Andreas Krall, Hanspeter Mössenböck, Christian W. Probst, Ben Stephenson
Foreword. Sci. Comput. Program. 78 (5) (2013)
Dirk Schulz, Ralf Gitzel
Seamless maintenance - Integration of FDI Device Management & CMMS. ETFA (2013)
Ralf Gitzel, Benjamin Klöpper, Zied M. Ouertani, Simone Turrin, Ingo Lange
Utilizing Residual Life Information for Improved Maintenance Services. CBI (2013)
R. Nigel Horspool, Ralf Gitzel, Giacomo Cabri, Markus Aleksy
Principles and Practice of Programming in Java 2008 - Special issue. Sci. Comput. Program. 76 (11) (2011)
Ralf Gitzel, Christian Cuske, Carsten Munch
Preliminary Thoughts on Cost-based Investment Decisions in IT: A Problem Analysis. ARES (2011)
Franz Brosch, Ralf Gitzel, Heiko Koziolek, Simone Krug
Combining Architecture-based Software Reliability Predictions with Financial Impact Calculations. Electron. Notes Theor. Comput. Sci. 264 (1) (2010)
Ralf Gitzel, Simone Krug, Manuel Brhel
Towards a software failure cost impact model for the customer: an analysis of an open source product. PROMISE (2010)
Markus Aleksy, Vasco Amaral, Ralf Gitzel, James F. Power, John Waldron
PPPJ special issue-Foreword. Sci. Comput. Program. 74 (5-6) (2009)
Ralf Gitzel
Introduction to Service Issues in Industrial IT Infrastructures. EDOC (2008)
Markus Aleksy, Ralf Gitzel, John Waldron, James F. Power
PPPJ 2006 special issue - foreword. Sci. Comput. Program. 70 (2-3) (2008)
Markus Aleksy, Ralf Gitzel, Gerhard Vollmar, Nicolaie Fantana, Christian Stich, Makoto Takizawa
Techniques for the Efficient Resource Management of Context-Sensitive Mobile Applications and Their Utilization in Industrial Field Service. J. Mobile Multimedia 4 (3&4) (2008)
Markus Aleksy, Ralf Gitzel, Gerhard Vollmar, Nicolaie Fantana, Christian Stich, Makoto Takizawa
Techniques for Efficient Resource Management for Context-Sensitive Mobile Applications. CISIS (2008)
Markus Aleksy, Michael Schwind, Ralf Gitzel
Generating Families of Business Components from Metamodel Hierarchies. CISIS (2007)
Ralf Gitzel, Axel Korthaus, Martin Schader
Using established Web Engineering knowledge in model-driven approaches. Sci. Comput. Program. 66 (2) (2007)
Ralf Gitzel, Ingo Ott, Martin Schader
Ontological Extension to the MOF Metamodel as a Basis for Code Generation. Comput. J. 50 (1) (2007)
Markus Aleksy, Ralf Gitzel, John Waldron
Foreword. Sci. Comput. Program. 59 (1-2) (2006)
Ralf Gitzel, Michael Schwind
Experiences with hierarchy-based code generation in the J2EE context. PPPJ (2006)
Markus Aleksy, Ralf Gitzel
The Impact of Patterns on Services and Vice Versa. DEXA Workshops (2005)
Markus Aleksy, Ralf Gitzel, Michael Schwind
Developing Web Applications for Small and Medium-sized Enterprises - An Experience Report. GI Jahrestagung (1) (2004)
Markus Aleksy, Ralf Gitzel
Value type-based smart proxies: a concept for adaptable distributed applications. ISICT (2004)
Ralf Gitzel, Markus Aleksy
Implementation of a model-centric web application framework with J2EE. PPPJ (2004)
Markus Aleksy, Ralf Gitzel
Code Generation for Distributed Systems. ICEIS (3) (2003)
Ralf Gitzel, Markus Aleksy
MIEA 2003 workshop: message from the editors. ISICT (2003)
Ralf Gitzel, Axel Korthaus, Nima Mazloumi
Handling Huge Data Sets in J2EE/EJB2.1 with a Page-by-Page Iterator Pattern Variant for CMP. Software Engineering Research and Practice (2003)
Markus Aleksy, Ralf Gitzel
Relationship between the standard compliance of IDL-compilers and interoperability of CORBA-based applications. ISICT (2003)
Ralf Gitzel
Domänenspezifische Codeerzeugung für Webapplikationen im E-Commerce Umfeld. Berliner XML Tage (2003)
Ralf Gitzel, Axel Korthaus, Nima Mazloumi
Realizing Web Designs with the Cobana Framework. Applied Informatics (2003)
Markus Aleksy, Ralf Gitzel, Nils Schumacher
Using Orchid Diagrams for Information Visualisation. IV (2002)
Markus Aleksy, Ralf Gitzel
Design and Implementation of a Leasing Service for CORBA-Based Applications. CW (2002)
Markus Aleksy, Ralf Gitzel
ViDiO - Visual Distribution of Objects. IV (2001)

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Publication Activity (10 Years)

Top Topics

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Ralf Gitzel