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  • Conference proceedings
  • © 2022

Database and Expert Systems Applications - DEXA 2022 Workshops

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

Editors:

  1. Gabriele Kotsis

    1. Johannes Kepler University of Linz, Linz, Austria

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  2. A Min Tjoa

    1. Technical University of Vienna, Vienna, Austria

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  3. Ismail Khalil

    1. Johannes Kepler University of Linz, Linz, Austria

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  4. Bernhard Moser

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  5. Alfred Taudes

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

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  6. Atif Mashkoor

    1. Johannes Kepler University of Linz, Linz, Austria

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  7. Johannes Sametinger

    1. Johannes Kepler University of Linz, Linz, Austria

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  8. Jorge Martinez-Gil

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  9. Florian Sobieczky

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  10. Lukas Fischer

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  11. Rudolf Ramler

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  12. Maqbool Khan

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

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  13. Gerald Czech

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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

Conference series link(s): DEXA: International Conference on Database and Expert Systems Applications

Conference proceedings info: DEXA 2022.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xvi
    PDF

  2. AI System Engineering: Math, Modelling and Software

    1. Front Matter

      Pages 1-1
      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, Huaping 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
      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 - Developing 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
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Other Volumes

  1. Database and Expert Systems Applications

  2. Database and Expert Systems Applications

  3. Database and Expert Systems Applications - DEXA 2022 Workshops

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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.

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Keywords

  • artificial intelligence
  • computer hardware
  • computer networks
  • computer security
  • computer systems
  • cryptography
  • data mining
  • data security
  • distributed computer systems
  • information systems
  • machine learning
  • network protocols
  • signal processing
  • software design
  • software engineering
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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

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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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