SpringerLink
Log in

Database and Expert Systems Applications - DEXA 2022 Workshops

33rd International Conference, DEXA 2022, Vienna, Austria, August 22–24, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Gabriele Kotsis

    1. Johannes Kepler University of Linz, Linz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. A Min Tjoa

    1. Technical University of Vienna, Vienna, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Ismail Khalil

    1. Johannes Kepler University of Linz, Linz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Bernhard Moser

    1. Software Competence Center Hagenberg, Hagenberg, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Alfred Taudes

    1. (WU) Vienna University of Economics and Business, Vienna, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Atif Mashkoor

    1. Johannes Kepler University of Linz, Linz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  7. Johannes Sametinger

    1. Johannes Kepler University of Linz, Linz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  8. Jorge Martinez-Gil

    1. Software Competence Center Hagenberg, Hagenberg, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  9. Florian Sobieczky

    1. Software Competence Center Hagenberg, Hagenberg, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  10. Lukas Fischer

    1. Software Competence Center Hagenberg, Hagenberg, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  11. Rudolf Ramler

    1. Software Competence Center Hagenberg, Hagenberg, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  12. Maqbool Khan

    1. Pak-Austria Fachhochschule - Institute of Applied Sciences and Technology (PAF-IAST), Haripur, Pakistan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  13. Gerald Czech

    1. Software Competence Center Hagenberg, Hagenberg, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1633)

Included in the following conference series:

Conference proceedings info: DEXA 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 109.00
Price excludes VAT (Canada)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 139.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

About this book

This volume constitutes the refereed proceedings of the workshops held at the 33rd International Conference on Database and Expert Systems Applications, DEXA 2022, held in Vienna, Austria, in August 2022: The 6th International Workshop on Cyber-Security and Functional Safety in Cyber-Physical Systems (IWCFS 2022); 4th International Workshop on Machine Learning and Knowledge Graphs (MLKgraphs 2022); 2nd International Workshop on Time Ordered Data (ProTime2022); 2nd International Workshop on AI System Engineering: Math, Modelling and Software (AISys2022); 1st International Workshop on Distributed Ledgers and Related Technologies (DLRT2022); 1st International Workshop on Applied Research, Technology Transfer and Knowledge Exchange in Software and Data Science (ARTE2022).

 

The 40 papers were thoroughly reviewed and selected from 62 submissions, and discuss a range of topics including: knowledge discovery, biological data, cyber security, cyber-physical system, machine learning, knowledge graphs, information retriever, data base, and artificial intelligence.

Similar content being viewed by others

Keywords

Table of contents (40 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. AI System Engineering: Math, Modelling and Software

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Unboundedness of Linear Regions of Deep ReLU Neural Networks

      • Anton Ponomarchuk, Christoph Koutschan, Bernhard Moser
      Pages 3-10

    3. Applying Time-Inhomogeneous Markov Chains to Math Performance Rating

      • Eva-Maria Infanger, Gerald Infanger, Zsolt Lavicza, Florian Sobieczky
      Pages 11-21

    4. A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME

      • Muhammad Qasim, Maqbool Khan, Waqar Mehmood, Florian Sobieczky, Mario Pichler, Bernhard Moser
      Pages 22-31

    5. A Comparative Study Between Rule-Based and Transformer-Based Election Prediction Approaches: 2020 US Presidential Election as a Use Case

      • Asif Khan, Hua** Zhang, Nada Boudjellal, Lin Dai, Arshad Ahmad, Jianyun Shang et al.
      Pages 32-43

    6. Detection of the 3D Ground Plane from 2D Images for Distance Measurement to the Ground

      • Ozan Cakiroglu, Volkmar Wieser, Werner Zellinger, Adriano Souza Ribeiro, Werner Kloihofer, Florian Kromp
      Pages 44-54

    7. Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data

      • Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
      Pages 55-66

  3. Applied Research, Technology Transfer and Knowledge Exchange in Software and Data Science

    1. Front Matter

      Pages 67-67
      Download chapter PDF

    2. Collaborative Aspects of Solving Rail-Track Multi-sensor Data Fusion

      • Florian Kromp, Fabian Hinterberger, Datta Konanur, Volkmar Wieser
      Pages 69-78

    3. From Data to Decisions - Develo** Data Analytics Use-Cases in Process Industry

      • Johannes Himmelbauer, Michael Mayr, Sabrina Luftensteiner
      Pages 79-89

    4. Challenges in Mass Flow Estimation on Conveyor Belts in the Mining Industry: A Case Study

      • Bernhard Heinzl, Christian Hinterreiter, Michael Roßbory, Christian Hinterdorfer
      Pages 90-99

    5. A Table Extraction Solution for Financial Spreading

      • Duc-Tuyen Ta, Siwar Jendoubi, Aurélien Baelde
      Pages 100-111

    6. Synthetic Data in Automatic Number Plate Recognition

      • David Brunner, Fabian Schmid
      Pages 112-118

    7. An Untold Tale of Scientific Collaboration: SCCH and AC\(^2\)T

      • Somayeh Kargaran, Anna-Christina Glock, Bernhard Freudenthaler, Manuel Freudenberger, Martin Jech
      Pages 119-128

    8. On the Creation and Maintenance of a Documentation Generator in an Applied Research Context

      • Bernhard Dorninger, Michael Moser, Josef Pichler, Michael Rappl, Jakob Sautter
      Pages 129-140

    9. Towards the Digitalization of Additive Manufacturing

      • Carlos González-Val, Christian Eike Precker, Santiago Muíños-Landín
      Pages 141-154

    10. Twenty Years of Successful Translational Research: A Case Study of Three COMET Centers

      • Katja Bühler, Cornelia Travniceck, Veronika Nowak, Edgar Weippl, Lukas Fischer, Rudolf Ramler et al.
      Pages 155-166

    11. Data Integration, Management, and Quality: From Basic Research to Industrial Application

      • Lisa Ehrlinger, Christian Lettner, Werner Fragner, Günter Gsellmann, Susanne Nestelberger, Franz Rauchenzauner et al.
      Pages 167-178

    12. Building a YouTube Channel for Science Communication

      • Frank Elberzhager, Patrick Mennig, Phil Stüpfert
      Pages 179-188
Back to top

Other volumes

  1. Database and Expert Systems Applications

  2. Database and Expert Systems Applications

  3. Database and Expert Systems Applications - DEXA 2022 Workshops

Editors and Affiliations

  • Johannes Kepler University of Linz, Linz, Austria

    Gabriele Kotsis, Ismail Khalil, Atif Mashkoor, Johannes Sametinger

  • Technical University of Vienna, Vienna, Austria

    A Min Tjoa

  • Software Competence Center Hagenberg, Hagenberg, Austria

    Bernhard Moser, Jorge Martinez-Gil, Florian Sobieczky, Lukas Fischer, Rudolf Ramler, Gerald Czech

  • (WU) Vienna University of Economics and Business, Vienna, Austria

    Alfred Taudes

  • Pak-Austria Fachhochschule - Institute of Applied Sciences and Technology (PAF-IAST), Haripur, Pakistan

    Maqbool Khan

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation