Bernhard Mitschang

ORCID

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 109

Top Venues

Publications

Michael Behringer, Pascal Hirmer, Alejandro Villanueva, Jannis Rapp, Bernhard Mitschang
Enhancing Data Trustworthiness in Explorative Analysis: An Interactive Approach for Data Quality Monitoring. SN Comput. Sci. 5 (5) (2024)
Jan Schneider, Christoph Gröger, Arnold Lutsch, Holger Schwarz, Bernhard Mitschang
The Lakehouse: State of the Art on Concepts and Technologies. SN Comput. Sci. 5 (5) (2024)
Dennis Przytarski, Christoph Stach, Bernhard Mitschang
Assessing Data Layouts to Bring Storage Engine Functionality to Blockchain Technology. HICSS (2024)
Andrea Fieschi, Pascal Hirmer, Sachin Agrawal, Christoph Stach, Bernhard Mitschang
HySAAD - A Hybrid Selection Approach for Anonymization by Design in the Automotive Domain. MDM (2024)
Jan Schneider, Arnold Lutsch, Christoph Gröger, Holger Schwarz, Bernhard Mitschang
First Experiences on the Application of Lakehouses in Industrial Practice. GvDB (2024)
Yunxuan Li, Christoph Stach, Bernhard Mitschang
PaDS: An adaptive and privacy-enabling Data Pipeline for Smart Cars. MDM (2024)
Christoph Stach, Yunxuan Li, Laura Schuiki, Bernhard Mitschang
LALO - A Virtual Data Lake Zone for Composing Tailor-Made Data Products on Demand. DEXA (2) (2024)
Corinna Giebler, Christoph Gröger, Eva Hoos, Holger Schwarz, Bernhard Mitschang
Implementation Patterns for Zone Architectures in Enterprise-Grade Data Lakes. CAiSE (2024)
Rebecca Eichler, Christoph Gröger, Eva Hoos, Christoph Stach, Holger Schwarz, Bernhard Mitschang
Introducing the enterprise data marketplace: a platform for democratizing company data. J. Big Data 10 (1) (2023)
Michael Behringer, Pascal Hirmer, Alejandro Villanueva, Jannis Rapp, Bernhard Mitschang
Unobtrusive Integration of Data Quality in Interactive Explorative Data Analysis. ICEIS (2) (2023)
Julius Voggesberger, Peter Reimann, Bernhard Mitschang
Towards the Automatic Creation of Optimized Classifier Ensembles. ICEIS (1) (2023)
Andrea Fieschi, Yunxuan Li, Pascal Hirmer, Christoph Stach, Bernhard Mitschang
Privacy in Connected Vehicles: Perspectives of Drivers and Car Manufacturers. SummerSOC (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)
Michael Behringer, Dennis Treder-Tschechlov, Julius Voggesberger, Pascal Hirmer, Bernhard Mitschang
SDRank: A Deep Learning Approach for Similarity Ranking of Data Sources to Support User-Centric Data Analysis. ICEIS (1) (2023)
Dennis Treder-Tschechlov, Manuel Fritz, Holger Schwarz, Bernhard Mitschang
ML2DAC: Meta-Learning to Democratize AutoML for Clustering Analysis. Proc. ACM Manag. Data 1 (2) (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)
Jan Schneider, Christoph Gröger, Arnold Lutsch, Holger Schwarz, Bernhard Mitschang
Assessing the Lakehouse: Analysis, Requirements and Definition. ICEIS (1) (2023)
Andrea Fieschi, Pascal Hirmer, Rose Sturm, Martin Eisele, Bernhard Mitschang
Anonymization Use Cases for Data Transfer in the Automotive Domain. PerCom Workshops (2023)
Rebecca Eichler, Christoph Gröger, Eva Hoos, Holger Schwarz, Bernhard Mitschang
Data Shopping - How an Enterprise Data Marketplace Supports Data Democratization in Companies. CAiSE Forum (2022)
Christoph Stach, Clémentine Gritti, Dennis Przytarski, Bernhard Mitschang
Can blockchains and data privacy laws be reconciled?: a fundamental study of how privacy-aware blockchains are feasible. SAC (2022)
Michael Behringer, Pascal Hirmer, Dennis Tschechlov, Bernhard Mitschang
Increasing Explainability of Clustering Results for Domain Experts by Identifying Meaningful Features. ICEIS (2) (2022)
Christoph Stach, Michael Behringer, Julia Bräcker, Clémentine Gritti, Bernhard Mitschang
SMARTEN - A Sample-Based Approach towards Privacy-Friendly Data Refinement. J. Cybersecur. Priv. 2 (3) (2022)
Julian Ziegler, Peter Reimann, Christoph Schulz, Florian Keller, Bernhard Mitschang
A Graph Structure to Discover Patterns in Unstructured Processes of Product Development. IRI (2022)
Dennis Przytarski, Christoph Stach, Clémentine Gritti, Bernhard Mitschang
Query Processing in Blockchain Systems: Current State and Future Challenges. Future Internet 14 (1) (2022)
Michael Behringer, Manuel Fritz, Holger Schwarz, Bernhard Mitschang
DATA-IMP: An Interactive Approach to Specify Data Imputation Transformations on Large Datasets. CoopIS (2022)
Rebecca Eichler, Christoph Gröger, Eva Hoos, Holger Schwarz, Bernhard Mitschang
From Data Asset to Data Product - The Role of the Data Provider in the Enterprise Data Marketplace. SummerSOC (2022)
Christoph Stach, Clémentine Gritti, Julia Bräcker, Michael Behringer, Bernhard Mitschang
Protecting Sensitive Data in the Information Age: State of the Art and Future Prospects. Future Internet 14 (11) (2022)
Christoph Stach, Julia Bräcker, Rebecca Eichler, Corinna Giebler, Bernhard Mitschang
Simplified Specification of Data Requirements for Demand-Actuated Big Data Refinement. J. Data Intell. 3 (3) (2022)
Yunxuan Li, Pascal Hirmer, Christoph Stach, Bernhard Mitschang
Ensuring Situation-Aware Privacy for Connected Vehicles. IOT (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)
Rebecca Eichler, Corinna Giebler, Christoph Gröger, Holger Schwarz, Bernhard Mitschang
Modeling metadata in data lakes - A generic model. Data Knowl. Eng. 136 (2021)
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)
Christoph Stach, Julia Bräcker, Rebecca Eichler, Corinna Giebler, Bernhard Mitschang
Demand-Driven Data Provisioning in Data Lakes: BARENTS - A Tailorable Data Preparation Zone. iiWAS (2021)
Rebecca Eichler, Corinna Giebler, Christoph Gröger, Eva Hoos, Holger Schwarz, Bernhard Mitschang
Enterprise-Wide Metadata Management An Industry Case on the Current State and Challenges. BIS (2021)
Corinna Giebler, Christoph Gröger, Eva Hoos, Rebecca Eichler, Holger Schwarz, Bernhard Mitschang
The Data Lake Architecture Framework. BTW (2021)
Michael Behringer, Pascal Hirmer, Manuel Fritz, Bernhard Mitschang
Empowering Domain Experts to Preprocess Massive Distributed Datasets. BIS (2020)
Rebecca Eichler, Corinna Giebler, Christoph Gröger, Holger Schwarz, Bernhard Mitschang
HANDLE - A Generic Metadata Model for Data Lakes. DaWaK (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)
Corinna Giebler, Christoph Gröger, Eva Hoos, Holger Schwarz, Bernhard Mitschang
A Zone Reference Model for Enterprise-Grade Data Lake Management. EDOC (2020)
Christoph Stach, Clémentine Gritti, Bernhard Mitschang
Bringing privacy control back to citizens: DISPEL - a distributed privacy management platform for the internet of things. SAC (2020)
Mathias Mormul, Pascal Hirmer, Christoph Stach, Bernhard Mitschang
Avoiding Vendor-Lockin in Cloud Monitoring Using Generic Agent Templates. BIS (2020)
Mathias Mormul, Pascal Hirmer, Christoph Stach, Bernhard Mitschang
DEAR: Distributed Evaluation of Alerting Rules. CLOUD (2020)
Christoph Stach, Corinna Giebler, Manuela Wagner, Christian Weber, Bernhard Mitschang
AMNESIA: A Technical Solution towards GDPR-compliant Machine Learning. ICISSP (2020)
Christoph Stach, Clémentine Gritti, Dennis Przytarski, Bernhard Mitschang
Trustworthy, Secure, and Privacy-aware Food Monitoring Enabled by Blockchains and the IoT. PerCom Workshops (2020)
Corinna Giebler, Christoph Gröger, Eva Hoos, Rebecca Eichler, Holger Schwarz, Bernhard Mitschang
Data Lakes auf den Grund gegangen. Datenbank-Spektrum 20 (1) (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)
Christoph Stach, Bernhard Mitschang
ECHOES: A Fail-Safe, Conflict Handling, and Scalable Data Management Mechanism for the Internet of Things. ADBIS (2019)
Ana Cristina Franco da Silva, Pascal Hirmer, Bernhard Mitschang
Model-Based Operator Placement for Data Processing in IoT Environments. SMARTCOMP (2019)
Christoph Stach, Frank Steimle, Clémentine Gritti, Bernhard Mitschang
PSSST! The Privacy System for Smart Service Platforms: An Enabler for Confidable Smart Environments. IoTBDS (2019)
Corinna Giebler, Christoph Gröger, Eva Hoos, Holger Schwarz, Bernhard Mitschang
Leveraging the Data Lake: Current State and Challenges. DaWaK (2019)
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)
Corinna Giebler, Christoph Gröger, Eva Hoos, Holger Schwarz, Bernhard Mitschang
Modeling Data Lakes with Data Vault: Practical Experiences, Assessment, and Lessons Learned. ER (2019)
Bernhard Mitschang
The 12th Advanced Summer School on Service-Oriented Computing. SICS Softw.-Intensive Cyber Phys. Syst. 34 (2-3) (2019)
Cornelia Kiefer, Peter Reimann, Bernhard Mitschang
A Hybrid Information Extraction Approach Exploiting Structured Data Within a Text Mining Process. BTW (2019)
Christoph Stach, Bernhard Mitschang
Elicitation of Privacy Requirements for the Internet of Things Using ACCESSORS. ICISSP (Revised Selected Papers) (2018)
Corinna Giebler, Christoph Stach, Holger Schwarz, Bernhard Mitschang
BRAID - A Hybrid Processing Architecture for Big Data. DATA (2018)
Bernhard Mitschang, Harald Schöning, Theo Härder
Editorial. Datenbank-Spektrum 18 (1) (2018)
Ana Cristina Franco da Silva, Pascal Hirmer, Rafael Koch Peres, Bernhard Mitschang
An Approach for CEP Query Shipping to Support Distributed IoT Environments. PerCom Workshops (2018)
Pascal Hirmer, Michael Behringer, Bernhard Mitschang
Partial execution of Mashup Plans during modeling time. Comput. Sci. Res. Dev. 33 (3-4) (2018)
Jan Königsberger, Bernhard Mitschang
R2SMA - A Middleware Architecture to Access Legacy Enterprise Web Services using Lightweight REST APIs. ICEIS (2) (2018)
Christoph Stach, Frank Steimle, Bernhard Mitschang
How to Realize Device Interoperability and Information Security in mHealth Applications. BIOSTEC (Selected Papers) (2018)
Ana Cristina Franco da Silva, Pascal Hirmer, Uwe Breitenbücher, Oliver Kopp, Bernhard Mitschang
TDLIoT: A Topic Description Language for the Internet of Things. ICWE (2018)
Christoph Stach, Bernhard Mitschang
Curator - a secure shared object store: design, implementation, and evaluation of a manageable, secure, and performant data exchange mechanism for smart devices. SAC (2018)
Christoph Stach, Bernhard Mitschang
ACCESSORS - A Data-Centric Permission Model for the Internet of Things. ICISSP (2018)
Christoph Stach, Sascha Alpers, Stefanie Betz, Frank Dürr, Andreas Fritsch, Kai Mindermann, Saravana Murthy Palanisamy, Gunther Schiefer, Manuela Wagner, Bernhard Mitschang, Andreas Oberweis, Stefan Wagner
The AVARE PATRON - A Holistic Privacy Approach for the Internet of Things. ICETE (2) (2018)
Christoph Stach, Frank Steimle, Bernhard Mitschang
THOR - Ein Datenschutzkonzept für die Industrie 4.0. GI-Jahrestagung (Workshops) (2018)
Ana Cristina Franco da Silva, Pascal Hirmer, Uwe Breitenbücher, Oliver Kopp, Bernhard Mitschang
Customization and provisioning of complex event processing using TOSCA. Comput. Sci. Res. Dev. 33 (3-4) (2018)
Eva Hoos, Pascal Hirmer, Bernhard Mitschang
Automated Creation and Provisioning of Decision Information Packages for the Smart Factory. Complex Syst. Informatics Model. Q. 15 (2018)
Christoph Stach, Frank Steimle, Bernhard Mitschang
The Privacy Management Platform - An Enabler for Device Interoperability and Information Security in mHealth Applications. HEALTHINF (2018)
Rachaa Ghabri, Pascal Hirmer, Bernhard Mitschang
A Hybrid Approach to Implement Data Driven Optimization into Production Environments. BIS (2018)
Ana Cristina Franco da Silva, Uwe Breitenbücher, Pascal Hirmer, Kálmán Képes, Oliver Kopp, Frank Leymann, Bernhard Mitschang, Ronald Steinke
Internet of Things Out of the Box: Using TOSCA for Automating the Deployment of IoT Environments. CLOSER (2017)
Christoph Stach, Frank Dürr, Kai Mindermann, Saravana Murthy Palanisamy, Muhammad Adnan Tariq, Bernhard Mitschang, Stefan Wagner
PATRON - Datenschutz in Datenstromverarbeitungssystemen. GI-Jahrestagung (2017)
Pascal Hirmer, Matthias Wieland, Holger Schwarz, Bernhard Mitschang, Uwe Breitenbücher, Santiago Gómez Sáez, Frank Leymann
Situation recognition and handling based on executing situation templates and situation-aware workflows. Computing 99 (2) (2017)
Eva Hoos, Pascal Hirmer, Bernhard Mitschang
Improving Problem Resolving on the Shop Floor by Context-Aware Decision Information Packages. CAiSE-Forum-DC (2017)
Pascal Hirmer, Bernhard Mitschang
TOSCA4Mashups: enhanced method for on-demand data mashup provisioning. Comput. Sci. Res. Dev. 32 (3-4) (2017)
Bernhard Mitschang, Holger Schwarz
BTW 2017 in Stuttgart. Datenbank-Spektrum 17 (2) (2017)
Frank Steimle, Matthias Wieland, Bernhard Mitschang, Sebastian Wagner, Frank Leymann
Extended provisioning, security and analysis techniques for the ECHO health data management system. Computing 99 (2) (2017)
Eva Hoos, Matthias Wieland, Bernhard Mitschang
Analysis Method for Conceptual Context Modeling Applied in Production Environments. BIS (2017)
Laura Kassner, Pascal Hirmer, Matthias Wieland, Frank Steimle, Jan Königsberger, Bernhard Mitschang
The Social Factory: Connecting People, Machines and Data in Manufacturing for Context-Aware Exception Escalation. HICSS (2017)
Marc Hüffmeyer, Pascal Hirmer, Bernhard Mitschang, Ulf Schreier, Matthias Wieland
Situation-Aware Access Control for Industrie 4.0. ICISSP (Revised Selected Papers) (2017)
Michael Behringer, Pascal Hirmer, Bernhard Mitschang
A Human-Centered Approach for Interactive Data Processing and Analytics. ICEIS (Revised Selected Papers) (2017)
Marc Hüffmeyer, Pascal Hirmer, Bernhard Mitschang, Ulf Schreier, Matthias Wieland
SitAC - A System for Situation-aware Access Control - Controlling Access to Sensor Data. ICISSP (2017)
Alejandro Gabriel Villanueva Zacarias, Laura Kassner, Bernhard Mitschang
Exploring Text Classification Configurations - A Bottom-up Approach to Customize Text Classifiers based on the Visualization of Performance. ICEIS (1) (2017)
Michael Behringer, Pascal Hirmer, Bernhard Mitschang
Towards Interactive Data Processing and Analytics - Putting the Human in the Center of the Loop. ICEIS (3) (2017)
Jan Königsberger, Bernhard Mitschang
Business Objects plus (BO+): An Approach to Enhance Service Reuse and Integration in Cross-Domain SOA Compounds. IRI (2017)
Matthias Wieland, Frank Steimle, Bernhard Mitschang, Dominik Lucke, Peter Einberger, Daniel Schel, Michael Luckert, Thomas Bauernhansl
Rule-based integration of smart services using the manufacturing service bus. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Daniela Nicklas, Thomas Schwarz, Bernhard Mitschang
A Schema-Based Approach to Enable Data Integration on the Fly. Int. J. Cooperative Inf. Syst. 26 (1) (2017)
Mathias Mormul, Pascal Hirmer, Matthias Wieland, Bernhard Mitschang
Situation model as interface between situation recognition and situation-aware applications. Comput. Sci. Res. Dev. 32 (3-4) (2017)
Eva Hoos, Pascal Hirmer, Bernhard Mitschang
Context-Aware Decision Information Packages: An Approach to Human-Centric Smart Factories. ADBIS (2017)
Pascal Hirmer, Matthias Wieland, Uwe Breitenbücher, Bernhard Mitschang
Automated Sensor Registration, Binding and Sensor Data Provisioning. CAiSE Forum (2016)
Laura Kassner, Bernhard Mitschang
Exploring Text Classification for Messy Data: An Industry Use Case for Domain-Specific Analytics. EDBT (2016)
Ana Cristina Franco da Silva, Pascal Hirmer, Matthias Wieland, Bernhard Mitschang
SitRS XT - Towards Near Real Time Situation Recognition. J. Inf. Data Manag. 7 (1) (2016)
Christoph Gröger, Christoph Stach, Bernhard Mitschang, Engelbert Westkämper
A mobile dashboard for analytics-based information provisioning on the shop floor. Int. J. Comput. Integr. Manuf. 29 (12) (2016)
Laura Kassner, Christoph Gröger, Jan Königsberger, Eva Hoos, Cornelia Kiefer, Christian Weber, Stefan Silcher, Bernhard Mitschang
The Stuttgart IT Architecture for Manufacturing - An Architecture for the Data-Driven Factory. ICEIS (Revised Selected Papers) (2016)
Jan Königsberger, Bernhard Mitschang
A Semantically-Enabled SOA Governance Repository (Application Paper). IRI (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bernhard Mitschang