Holger Schwarz

Orcid: 0000-0001-7085-2813

Affiliations:
  • University of Stuttgart, Germany


According to our database1, Holger Schwarz authored at least 82 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Ensemble Clustering based on Meta-Learning and Hyperparameter Optimization.
Proc. VLDB Endow., July, 2024

The Lakehouse: State of the Art on Concepts and Technologies.
SN Comput. Sci., June, 2024

First Experiences on the Application of Lakehouses in Industrial Practice.
Proceedings of the 35th GI-Workshop Grundlagen von Datenbanken, Herdecke, 2024

Implementation Patterns for Zone Architectures in Enterprise-Grade Data Lakes.
Proceedings of the Advanced Information Systems Engineering, 2024

2023
Introducing the enterprise data marketplace: a platform for democratizing company data.
J. Big Data, December, 2023

Exploiting domain knowledge to address class imbalance and a heterogeneous feature space in multi-class classification.
VLDB J., September, 2023

ML2DAC: Meta-Learning to Democratize AutoML for Clustering Analysis.
Proc. ACM Manag. Data, 2023

Editorial.
Datenbank-Spektrum, 2023

Assessing the Lakehouse: Analysis, Requirements and Definition.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Approach to Synthetic Data Generation for Imbalanced Multi-class Problems with Heterogeneous Groups.
Proceedings of the Datenbanksysteme für Business, 2023

2022
Efficient exploratory clustering analyses in large-scale exploration processes.
VLDB J., 2022

From Data Asset to Data Product - The Role of the Data Provider in the Enterprise Data Marketplace.
Proceedings of the Service-Oriented Computing - 16th Symposium and Summer School, 2022

DATA-IMP: An Interactive Approach to Specify Data Imputation Transformations on Large Datasets.
Proceedings of the Cooperative Information Systems - 28th International Conference, 2022

Data Shopping - How an Enterprise Data Marketplace Supports Data Democratization in Companies.
Proceedings of the Intelligent Information Systems, 2022

2021
Modeling metadata in data lakes - A generic model.
Data Knowl. Eng., 2021

Automatic Selection of Analytic Platforms with ASAP-DM.
Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

AutoML4Clust: Efficient AutoML for Clustering Analyses.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Efficient Exploratory Clustering Analyses with Qualitative Approximations.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

The Data Lake Architecture Framework.
Proceedings of the Datenbanksysteme für Business, 2021

Enterprise-Wide Metadata Management An Industry Case on the Current State and Challenges.
Proceedings of the 24th International Conference on Business Information Systems, 2021

2020
LOG-Means: Efficiently Estimating the Number of Clusters in Large Datasets.
Proc. VLDB Endow., 2020

ASAP-DM: a framework for automatic selection of analytic platforms for data mining.
SICS Softw.-Intensive Cyber Phys. Syst., 2020

Data Lakes auf den Grund gegangen.
Datenbank-Spektrum, 2020

A Zone Reference Model for Enterprise-Grade Data Lake Management.
Proceedings of the 24th IEEE International Enterprise Distributed Object Computing Conference, 2020

Learning from Past Observations: Meta-Learning for Efficient Clustering Analyses.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

HANDLE - A Generic Metadata Model for Data Lakes.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

2019
Quality-driven early stopping for explorative cluster analysis for big data.
SICS Softw.-Intensive Cyber Phys. Syst., 2019

Initializing k-Means Efficiently: Benefits for Exploratory Cluster Analysis.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

A New Process Model for the Comprehensive Management of Machine Learning Models.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Modeling Data Lakes with Data Vault: Practical Experiences, Assessment, and Lessons Learned.
Proceedings of the Conceptual Modeling - 38th International Conference, 2019

Leveraging the Data Lake: Current State and Challenges.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2019

2018
BRAID - A Hybrid Processing Architecture for Big Data.
Proceedings of the 7th International Conference on Data Science, 2018

2017
BTW 2017 in Stuttgart.
Datenbank-Spektrum, 2017

Situation recognition and handling based on executing situation templates and situation-aware workflows.
Computing, 2017

2015
Business impact analysis - a framework for a comprehensive analysis and optimization of business processes.
Comput. Sci. Res. Dev., 2015

Towards situation-aware adaptive workflows: SitOPT - A general purpose situation-aware workflow management system.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Darstellung des Konzeptes - DMA Decentralised Market Agent - zur Bewältigung zukünftiger Herausforderungen in Verteilnetzen.
Proceedings of the 45. Jahrestagung der Gesellschaft für Informatik, Informatik, Energie und Umwelt, INFORMATIK 2015, Cottbus, Germany, September 28, 2015

Towards a Cloud-based Platform Architecture for a Decentralized Market Agent.
Proceedings of the 45. Jahrestagung der Gesellschaft für Informatik, Informatik, Energie und Umwelt, INFORMATIK 2015, Cottbus, Germany, September 28, 2015

IT-Systeme und Architekturen für die Analyse und Gestaltung von Energienetzen.
Proceedings of the 45. Jahrestagung der Gesellschaft für Informatik, Informatik, Energie und Umwelt, INFORMATIK 2015, Cottbus, Germany, September 28, 2015

2014
Data patterns to alleviate the design of scientific workflows exemplified by a bone simulation.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Simulation workflow design tailor-made for scientists.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

A Pattern Approach to Conquer the Data Complexity in Simulation Workflow Design.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

The Manufacturing Knowledge Repository - Consolidating Knowledge to Enable Holistic Process Knowledge Management in Manufacturing.
Proceedings of the ICEIS 2014, 2014

Datenmanagement in der Cloud fur den Bereich Simulationen und Wissenschaftliches Rechnen.
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

The Deep Data Warehouse: Link-Based Integration and Enrichment of Warehouse Data and Unstructured Content.
Proceedings of the 18th IEEE International Enterprise Distributed Object Computing Conference, 2014

Prescriptive Analytics for Recommendation-Based Business Process Optimization.
Proceedings of the Business Information Systems - 17th International Conference, 2014

2013
Datenmanagementpatterns in Simulationsworkflows.
Proceedings of the Datenbanksysteme für Business, 2013

2012
Supporting manufacturing design by analytics, continuous collaborative process improvement enabled by the advanced manufacturing analytics platform.
Proceedings of the IEEE 16th International Conference on Computer Supported Cooperative Work in Design, 2012

2011
Design, Implementation, and Evaluation of a Tight Integration of Database and Workflow Engines.
J. Inf. Data Manag., 2011

Generierung des Datenzugriffs in Anwendungsprogrammen - Anwendungsbereiche und Implementierungstechniken.
Datenbank-Spektrum, 2011

Der Lehrstuhl "Datenbanken und Informationssysteme" an der Universität Stuttgart stellt sich vor.
Datenbank-Spektrum, 2011

Exploiting the symbiotic aspects of process and operational data for optimizing business processes.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Managing Insights: A Repository for Process Analytics, Optimization and Decision Support.
Proceedings of the KMIS 2011, 2011

Deep Business Optimization: Making Business Process Optimization Theory Work in Practice.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2011

SIMPL - A Framework for Accessing External Data in Simulation Workflows.
Proceedings of the Datenbanksysteme für Business, 2011

Automated Process Decision Making Based on Integrated Source Data.
Proceedings of the Business Information Systems - 14th International Conference, 2011

2010
Exploring Calendar-Based Pattern Mining in Data Streams.
Proceedings of the Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 2010

2009
Using Wikipedia-Based Conceptual Contexts to Calculate Document Similarity.
Proceedings of the Third International Conference on the Digital Society (ICDS 2009), 2009

2008
An Overview of SQL Support in Workflow Products.
Proceedings of the 24th International Conference on Data Engineering, 2008

PGM/F: A Framework for the Optimization of Data Processing in Business Processes.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Framework-Unterstützung für aufwendige Websuche.
Datenbank-Spektrum, 2007

An Approach to Optimize Data Processing in Business Processes.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

EXPOSE: searching the web for expertise.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

flashWeb: Graphical Modeling of Web Applications for Data Management.
Proceedings of the Challenges in Conceptual Modelling. Tutorials, posters, panels and industrial contributions at the 26th International Conference on Conceptual Modeling, 2007

DWFIST: Leveraging Calendar-Based Pattern Mining in Data Streams.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

A Statistics Propagation Approach to Enable Cost-Based Optimization of Statement Sequences.
Proceedings of the Advances in Databases and Information Systems, 2007

2006
Generierung von Webanwendungen für das Innovationsmanagement (Generating Web Applications for the Management of Innovations).
it Inf. Technol., 2006

Finding Experts on the Web.
Proceedings of the WEBIST 2006, 2006

u38: A Framework for Database-Supported Enterprise Document-Retrieval.
Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006

Towards an operation model for generated web applications.
Proceedings of the Workshop Proceedings of the 6th International Conference on Web Engineering, 2006

Modeling and generating application logic for data-intensive web applications.
Proceedings of the 6th International Conference on Web Engineering, 2006

Symbiosis in the Intranet: How Document Retrieval Benefits from Database Information.
Proceedings of the 13th International Conference on Management of Data, 2006

Documents meet Databases: A System for Intranet Search.
Proceedings of the 13th International Conference on Management of Data, 2006

2005
Building the Data Warehouse of Frequent Itemsets in the DWFIST Approach.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Improving intranet search-engines using context information from databases.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Konzeptueller und logischer Data-Warehouse-Entwurf: Datenmodelle und Schematypen für Data Mining und OLAP.
Inform. Forsch. Entwickl., 2004

CHICAGO: A Test and Evaluation Environment for Coarse-Grained Optimization.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2003
Integration von Data-Mining und online analytical processing: eine Analyse von Datenschemata, Systemarchitekturen und Optimierungsstrategien.
PhD thesis, 2003

Optimization of Query Sequences in Business Intelligence Applications.
it Inf. Technol., 2003

Coarse-Grained Optimization: Techniques for Rewriting SQL Statement Sequences.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

2001
Improving the Processing of Decision Support Queries: The Case for a DSS Optimizer.
Proceedings of the International Database Engineering & Applications Symposium, 2001

1999
A Multi-Tier Architecture for High-Performance Data Mining.
Proceedings of the Datenbanksysteme in Büro, 1999


  Loading...