Peter Reimann

Int. J. Data Sci. Anal., October, 2023

Exploiting domain knowledge to address class imbalance and a heterogeneous feature space in multi-class classification.

[BibT_eX]

[DOI]

Vitali Hirsch

Dennis Treder-Tschechlov

VLDB J., September, 2023

Towards the Automatic Creation of Optimized Classifier Ensembles.

[BibT_eX]

[DOI]

Julius Voggesberger

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Pusion - A Generic and Automated Framework for Decision Fusion.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Metadata Modeling and Use of Domain Knowledge to Support Industrial Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 34th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), 2023

Approach to Synthetic Data Generation for Imbalanced Multi-class Problems with Heterogeneous Groups.

[BibT_eX]

[DOI]

Dennis Treder-Tschechlov

Alejandro Gabriel Villanueva Zacarias

Proceedings of the Datenbanksysteme für Business, 2023

2022

A Graph Structure to Discover Patterns in Unstructured Processes of Product Development.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Analysis of Incremental Learning and Windowing to Handle Combined Dataset Shifts on Binary Classification for Product Failure Prediction.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

2021

AssistML: A Concept to Recommend ML Solutions for Predictive Use Cases.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

A Metadata Model to Connect Isolated Data Silos and Activities of the CAE Domain.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 2021

2020

Exploiting Domain Knowledge to address Multi-Class Imbalance and a Heterogeneous Feature Space in Classification Tasks for Manufacturing Data.

[BibT_eX]

[DOI]

Vitali Hirsch

Alejandro Gabriel Villanueva Zacarias

Proc. VLDB Endow., 2020

Data Science Approaches to Quality Control in Manufacturing: A Review of Problems, Challenges and Architecture.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing, 2020

AD4ML: Axiomatic Design to Specify Machine Learning Solutions for Manufacturing.

[BibT_eX]

[DOI]

Rachaa Ghabri

Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

Prevent Low-Quality Analytics by Automatic Selection of the Best-Fitting Training Data.

[BibT_eX]

[DOI]

Cornelia Kiefer

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Application Fields and Research Gaps of Process Mining in Manufacturing Companies.

[BibT_eX]

[DOI]

Simon Dreher

Christoph Gröger

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

MMP - A Platform to Manage Machine Learning Models in Industry 4.0 Environments.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Enterprise Distributed Object Computing Workshop, 2020

A Model Management Platform for Industry 4.0 - Enabling Management of Machine Learning Models in Manufacturing Environments.

[BibT_eX]

[DOI]

Pascal Hirmer

Proceedings of the Business Information Systems - 23rd International Conference, 2020

2019

Anforderungen für Zeitreihendatenbanken in der industriellen Edge.

[BibT_eX]

[DOI]

Dimitri Petrik

Mathias Mormul

HMD Prax. Wirtsch., 2019

QUALM: Ganzheitliche Messung und Verbesserung der Datenqualität in der Textanalyse.

[BibT_eX]

[DOI]

Cornelia Kiefer

Datenbank-Spektrum, 2019

A New Process Model for the Comprehensive Management of Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Data-Driven Fault Diagnosis in End-of-Line Testing of Complex Products.

[BibT_eX]

[DOI]

Vitali Hirsch

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

Angepasstes Item Set Mining zur gezielten Steuerung von Bauteilen in der Serienfertigung von Fahrzeugen.

[BibT_eX]

[DOI]

Marco Spieß

Proceedings of the Datenbanksysteme für Business, 2019

Workshop on Big (and Small) Data in Science and Humanities (BigDS 2019).

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, 2019

A Hybrid Information Extraction Approach Exploiting Structured Data Within a Text Mining Process.

[BibT_eX]

[DOI]

Cornelia Kiefer

Proceedings of the Datenbanksysteme für Business, 2019

2018

Konzepte zur Datenverarbeitung in Referenzarchitekturen für Industrie 4.0 - Konsequenzen bei der Umsetzung einer IT-Architektur.

[BibT_eX]

[DOI]

Matthias Wieland

Datenbank-Spektrum, 2018

2017

Data provisioning in simulation workflows.

[BibT_eX]

[DOI]

PhD thesis, 2017

BigDS17 - Vorwort.

[BibT_eX]

Proceedings of the Datenbanksysteme für Business, 2017

2015

Extended Techniques for Flexible Modeling and Execution of Data Mashups.

[BibT_eX]

[DOI]

Proceedings of the DATA 2015, 2015

2014

Data patterns to alleviate the design of scientific workflows exemplified by a bone simulation.

[BibT_eX]

[DOI]

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Simulation workflow design tailor-made for scientists.

[BibT_eX]

[DOI]

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

A Pattern Approach to Conquer the Data Complexity in Simulation Workflow Design.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Datenmanagement in der Cloud fur den Bereich Simulationen und Wissenschaftliches Rechnen.

[BibT_eX]

[DOI]

Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

2013

Cooperative service registries for the service-based Product Lifecycle Management architecture.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

Datenmanagementpatterns in Simulationsworkflows.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, 2013

2011

Design, Implementation, and Evaluation of a Tight Integration of Database and Workflow Engines.

[BibT_eX]

[DOI]

J. Inf. Data Manag., 2011

Event-driven business process management in Engineer-to-Order supply chains.

[BibT_eX]

[DOI]

Jorge Mínguez

Sema Zor