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Database and Expert Systems Applications - DEXA 2024 Workshops

IWCFS, AISys, CIU, Naples, Italy, August 26–28, 2024, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Bernhard Moser

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  2. Lukas Fischer

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  3. Atif Mashkoor

    1. Johannes Kepler University Linz, Linz, Austria

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  4. Johannes Sametinger

    1. Johannes Kepler University Linz, Linz, Austria

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  5. Anna-Christina Glock

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  6. Michael Mayr

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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  7. Sabrina Luftensteiner

    1. Software Competence Center Hagenberg, Hagenberg, Austria

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 2169)

Included in the following conference series:

Conference proceedings info: DEXA 2024.

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About this book

This volume constitutes the refereed proceedings of the workshops held at the 35th International Conference on Database and Expert Systems Applications, DEXA 2024, which took place in Naples, Italy, in August 2024.

The papers included in this book stem from the following workshops:

- 9th International Workshop on Cyber-Security and Functional Safety inCyber-Physical Systems (IWCFS 2024),

- 4th International Workshop on AI SystemEngineering: Math, Modelling and Software (AISys 2024),

- 2nd InternationalWorkshop on Certainty in Uncertainty: Exploring Probabilistic Approaches in AI (CIU2024)

The 10 full papers and 5 short papers were thoroughly reviewed and selected from a total of 24 submissions. They were organized in topical sections as follows: Cyber-security and functional safety in cyber-physical systems; AI system engineering: math, modelling, and software; certainty in uncertainty: exploring probabilistic approaches in AI. 

Keywords

Table of contents (10 papers)

  1. Front Matter

    Pages i-xx
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  2. Cyber-Security and Functional Safety in Cyber-Physical Systems

    1. Front Matter

      Pages 1-1
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    2. Improved CPSoS Security: An Enhanced Anomaly-Based Intrusion Detection Architecture

      • Marco Stadler, Michael Riegler, Johannes Sametinger, Christoph Schönegger
      Pages 3-13

    3. Assessing the Maturity of Blockchain-Based Implementations with Software Reliability Growth Models

      • Muhammad Azeem, Saif Ur Rehman Khan, Atif Mashkoor, Abdullah Yousafzai, Habib Un Nisa
      Pages 14-28

    4. An Automated Ontology-Based Requirements Traceability Technique in Agile Software Development Context

      • Saif Ur Rehman Khan, Uswa Aslam, Atif Mashkoor, Irum Inayat, Habib Un Nisa
      Pages 29-43

    5. Toward a Knowledge-Based Anomaly Identification System for Detecting Anomalies in the Smart Grid

      • Sarita Paudel, Abdelkader Magdy Shaaban
      Pages 44-53

  3. AI System Engineering: Math, Modelling and Software

    1. Front Matter

      Pages 55-55
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    2. On the Solvability of the XOR Problem by Spiking Neural Networks

      • Bernhard A. Moser, Michael Lunglmayr
      Pages 57-66

    3. Risk Assessment in AI System Engineering: Experiences and Lessons Learned from a Practitioner’s Perspective

      • Magdalena Fuchs, Lukas Fischer, Alessio Montuoro, Mohit Kumar, Bernhard A. Moser
      Pages 67-76

    4. From Paper to Pixels: A Multi-modal Approach to Understand and Digitize Assembly Drawings for Automated Systems

      • Raphael Seliger, Sebnem Gül-Ficici, Ulrich Göhner
      Pages 77-88

  4. Certainty in Uncertainty: Exploring Probabilistic Approaches in AI

    1. Front Matter

      Pages 89-89
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    2. Uncertainty Estimation of Raters’ Performance and Ground Truth Through a Bayesian Extension of STAPLE

      • Davide Cazzorla, Corrado Mencar
      Pages 91-101

    3. Uncertainty Estimation for Energy Consumption Nowcasting

      • Danel Rey-Arnal, Ibai Laña, Pablo G. Bringas
      Pages 102-114

    4. Knowledge Guided Clustering Medieval Polychromy

      • Florian Sobieczky, Elisabeth Sobieczky
      Pages 115-125

  5. Back Matter

    Pages 127-127
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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 2024 Workshops

Editors and Affiliations

  • Software Competence Center Hagenberg, Hagenberg, Austria

    Bernhard Moser, Lukas Fischer, Anna-Christina Glock, Michael Mayr, Sabrina Luftensteiner

  • Johannes Kepler University Linz, Linz, Austria

    Atif Mashkoor, Johannes Sametinger

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