Peter Reimann

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 26

Top Venues

BTW (Workshops)

BTW

ICEIS (1)

IRI

University of Stuttgart, Germany (PHD)

Education History

University of Stuttgart, Germany

PHD

Publications

Julius Voggesberger, Peter Reimann, Bernhard Mitschang
Towards the Automatic Creation of Optimized Classifier Ensembles. ICEIS (1) (2023)
Alejandro Gabriel Villanueva Zacarias, Peter Reimann, Christian Weber, Bernhard Mitschang
AssistML: an approach to manage, recommend and reuse ML solutions. Int. J. Data Sci. Anal. 16 (4) (2023)
Yannick Wilhelm, Peter Reimann, Wolfgang Gauchel, Steffen Klein, Bernhard Mitschang
Pusion - A Generic and Automated Framework for Decision Fusion. ICDE (2023)
Vitali Hirsch, Peter Reimann, Dennis Treder-Tschechlov, Holger Schwarz, Bernhard Mitschang
Exploiting domain knowledge to address class imbalance and a heterogeneous feature space in multi-class classification. VLDB J. 32 (5) (2023)
Dennis Treder-Tschechlov, Peter Reimann, Holger Schwarz, Bernhard Mitschang
Approach to Synthetic Data Generation for Imbalanced Multi-class Problems with Heterogeneous Groups. BTW (2023)
Julian Ziegler, Peter Reimann, Christoph Schulz, Florian Keller, Bernhard Mitschang
A Graph Structure to Discover Patterns in Unstructured Processes of Product Development. IRI (2022)
Marco Spieß, Peter Reimann, Christian Weber, Bernhard Mitschang
Analysis of Incremental Learning and Windowing to Handle Combined Dataset Shifts on Binary Classification for Product Failure Prediction. ICEIS (1) (2022)
Alejandro Gabriel Villanueva Zacarias, Christian Weber, Peter Reimann, Bernhard Mitschang
AssistML: A Concept to Recommend ML Solutions for Predictive Use Cases. DSAA (2021)
Julian Ziegler, Peter Reimann, Florian Keller, Bernhard Mitschang
A Metadata Model to Connect Isolated Data Silos and Activities of the CAE Domain. CAiSE (2021)
Simon Dreher, Peter Reimann, Christoph Gröger
Application Fields and Research Gaps of Process Mining in Manufacturing Companies. GI-Jahrestagung (2020)
Vitali Hirsch, Peter Reimann, Bernhard Mitschang
Exploiting Domain Knowledge to address Multi-Class Imbalance and a Heterogeneous Feature Space in Classification Tasks for Manufacturing Data. Proc. VLDB Endow. 13 (12) (2020)
Cornelia Kiefer, Peter Reimann, Bernhard Mitschang
Prevent Low-Quality Analytics by Automatic Selection of the Best-Fitting Training Data. HICSS (2020)
Alejandro Gabriel Villanueva Zacarias, Rachaa Ghabri, Peter Reimann
AD4ML: Axiomatic Design to Specify Machine Learning Solutions for Manufacturing. IRI (2020)
Christian Weber, Peter Reimann
MMP - A Platform to Manage Machine Learning Models in Industry 4.0 Environments. EDOC Workshops (2020)
Yannick Wilhelm, Ulf Schreier, Peter Reimann, Bernhard Mitschang, Holger Ziekow
Data Science Approaches to Quality Control in Manufacturing: A Review of Problems, Challenges and Architecture. SummerSOC (2020)
Christian Weber, Pascal Hirmer, Peter Reimann
A Model Management Platform for Industry 4.0 - Enabling Management of Machine Learning Models in Manufacturing Environments. BIS (2020)
Vitali Hirsch, Peter Reimann, Bernhard Mitschang
Data-Driven Fault Diagnosis in End-of-Line Testing of Complex Products. DSAA (2019)
Cornelia Kiefer, Peter Reimann, Bernhard Mitschang
QUALM: Ganzheitliche Messung und Verbesserung der Datenqualität in der Textanalyse. Datenbank-Spektrum 19 (2) (2019)
Dimitri Petrik, Mathias Mormul, Peter Reimann
Anforderungen für Zeitreihendatenbanken in der industriellen Edge. HMD Prax. Wirtsch. 56 (6) (2019)
Friederike Klan, Birgitta König-Ries, Peter Reimann, Bernhard Seeger, Anika Groß
Workshop on Big (and Small) Data in Science and Humanities (BigDS 2019). BTW (Workshops) (2019)
Marco Spieß, Peter Reimann
Angepasstes Item Set Mining zur gezielten Steuerung von Bauteilen in der Serienfertigung von Fahrzeugen. BTW (Workshops) (2019)
Cornelia Kiefer, Peter Reimann, Bernhard Mitschang
A Hybrid Information Extraction Approach Exploiting Structured Data Within a Text Mining Process. BTW (2019)
Christian Weber, Pascal Hirmer, Peter Reimann, Holger Schwarz
A New Process Model for the Comprehensive Management of Machine Learning Models. ICEIS (1) (2019)
Christian Weber, Matthias Wieland, Peter Reimann
Konzepte zur Datenverarbeitung in Referenzarchitekturen für Industrie 4.0 - Konsequenzen bei der Umsetzung einer IT-Architektur. Datenbank-Spektrum 18 (1) (2018)
Anika Groß, Birgitta König-Ries, Peter Reimann, Bernhard Seeger
BigDS17 - Vorwort. BTW (Workshops) (2017)
Pascal Hirmer, Peter Reimann, Matthias Wieland, Bernhard Mitschang
Extended Techniques for Flexible Modeling and Execution of Data Mashups. DATA (2015)
Peter Reimann, Holger Schwarz, Bernhard Mitschang
Data patterns to alleviate the design of scientific workflows exemplified by a bone simulation. SSDBM (2014)
Peter Reimann, Holger Schwarz, Bernhard Mitschang
A Pattern Approach to Conquer the Data Complexity in Simulation Workflow Design. OTM Conferences (2014)
Peter Reimann, Tim Waizenegger, Matthias Wieland, Holger Schwarz
Datenmanagement in der Cloud fur den Bereich Simulationen und Wissenschaftliches Rechnen. GI-Jahrestagung (2014)
Peter Reimann, Holger Schwarz
Simulation workflow design tailor-made for scientists. SSDBM (2014)
Stefan Silcher, Jan Konigsberger, Peter Reimann, Bernhard Mitschang
Cooperative service registries for the service-based Product Lifecycle Management architecture. CSCWD (2013)
Peter Reimann, Holger Schwarz
Datenmanagementpatterns in Simulationsworkflows. BTW (2013)
Jorge Mínguez, Sema Zor, Peter Reimann
Event-driven business process management in Engineer-to-Order supply chains. CSCWD (2011)
Peter Reimann, Michael Reiter, Holger Schwarz, Dimka Karastoyanova, Frank Leymann
SIMPL - A Framework for Accessing External Data in Simulation Workflows. BTW (2011)
Peter Reimann, Holger Schwarz, Bernhard Mitschang
Design, Implementation, and Evaluation of a Tight Integration of Database and Workflow Engines. J. Inf. Data Manag. 2 (3) (2011)

Peter Reimann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Peter Reimann