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Artificial Intelligence Applications and Innovations

19th IFIP WG 12.5 International Conference, AIAI 2023, León, Spain, June 14–17, 2023, Proceedings, Part II

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Ilias Maglogiannis

    1. University of Piraeus, Piraeus, Greece

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  2. Lazaros Iliadis

    1. Democritus University of Thrace, Xanthi, Greece

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  3. John MacIntyre

    1. University of Sunderland, Sunderland, UK

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  4. Manuel Dominguez

    1. University of Leon, León, Spain

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 676)

Included in the following conference series:

Conference proceedings info: AIAI 2023.

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About this book

This two-volume set of IFIP-AICT 675 and 676 constitutes the refereed proceedings of the 19th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2023, held in León, Spain, during June 14–17, 2023. This event was held in hybrid mode.

The 75 regular papers and 17 short papers presented in this two-volume set were carefully reviewed and selected from 185 submissions. The papers cover the following topics: Deep Learning (Reinforcement/Recurrent Gradient Boosting/Adversarial); Agents/Case Based Reasoning/Sentiment Analysis; Biomedical - Image Analysis; CNN - Convolutional Neural Networks YOLO CNN; Cyber Security/Anomaly Detection; Explainable AI/Social Impact of AI; Graph Neural Networks/Constraint Programming; IoT/Fuzzy Modeling/Augmented Reality; LEARNING (Active-AutoEncoders-Federated); Machine Learning; Natural Language; Optimization-Genetic Programming; Robotics; Spiking NN; and Text Mining /Transfer Learning.

 


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Table of contents (45 papers)

  1. Front Matter

    Pages i-xxxvii
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  2. Cyber Security/Anomaly Detection

    1. Front Matter

      Pages 1-1
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    2. Implicit Directed Acyclic Graphs (DAGs) for Parallel Outlier/Anomaly Detection Ensembles

      • David Muhr, Michael Affenzeller, Josef Küng
      Pages 3-15

    3. Next Generation Automated Reservoir Computing for Cyber Defense

      • Konstantinos Demertzis, Lazaros Iliadis
      Pages 16-27

    4. One-Class Models for Intrusion Detection at ISP Customer Networks

      • Nuno Schumacher, Pedro M. Santos, Pedro F. Souto, Nuno Martins, Joana Sousa, João M. Ferreira et al.
      Pages 28-41

  3. Explainable AI/Social Impact of AI

    1. Front Matter

      Pages 43-43
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    2. An Innovative Method to Study the Social Impact of AI on the Work Environment Based on a Multi-dimensional Human-Centred Analysis of the Worker-AI Team

      • Simona D’Attanasio, Sara De Martino, Yann Ferguson
      Pages 45-56

    3. CaTabRa: Efficient Analysis and Predictive Modeling of Tabular Data

      • Alexander Maletzky, Sophie Kaltenleithner, Philipp Moser, Michael Giretzlehner
      Pages 57-68

    4. Explaining Machine Learning-Based Feature Selection of IDS for IoT and CPS Devices

      • Sesan Akintade, Seongtae Kim, Kaushik Roy
      Pages 69-80

    5. Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction

      • Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira et al.
      Pages 81-93

    6. Towards Autonomous Developmental Artificial Intelligence: Case Study for Explainable AI

      • Andrew Starkey, Chinedu Pascal Ezenkwu
      Pages 94-105

  4. Graph Neural Networks/Constraint Programming

    1. Front Matter

      Pages 107-107
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    2. Efficient Spatio-Temporal Graph Neural Networks for Traffic Forecasting

      • Yackov Lubarsky, Alexei Gaissinski, Pavel Kisilev
      Pages 109-120

    3. GCN-based Reinforcement Learning Approach for Scheduling DAG Applications

      • Julius Roeder, Andy D. Pimentel, Clemens Grelck
      Pages 121-134

    4. Prediction of Drug Interactions Using Graph-Topological Features and GNN

      • Navyasree Balamuralidhar, Pranav Surendran, Gaurav Singh, Shrutilipi Bhattacharjee, Ramya D. Shetty
      Pages 135-144

    5. Scheduling the Service of Cargo Vessels in a Single Port with Spatial and Temporal Constraints

      • Loukas Chatzivasili, Emmanouil S. Rigas, Nick Bassiliades
      Pages 145-156

  5. IoT/Fuzzy Modeling/Augmented Reality

    1. Front Matter

      Pages 157-157
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    2. Improving Supply Chain Management by Integrating RFID with IoT Shared Database: Proposing a System Architecture

      • Elena Puica
      Pages 159-170

    3. Utilizing AR and Hybrid Cloud-Edge Platforms for Improving Accessibility in Exhibition Areas

      • Dionysios Koulouris, Filimon Trastelis, Andreas Menychtas, Dimitrios Kosmopoulos, Ilias Maglogiannis
      Pages 171-182

  6. Learning (Active-AutoEncoders-Federated)

    1. Front Matter

      Pages 183-183
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Other volumes

  1. Artificial Intelligence Applications and Innovations

  2. Artificial Intelligence Applications and Innovations

  3. Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops

Editors and Affiliations

  • University of Piraeus, Piraeus, Greece

    Ilias Maglogiannis

  • Democritus University of Thrace, Xanthi, Greece

    Lazaros Iliadis

  • University of Sunderland, Sunderland, UK

    John MacIntyre

  • University of Leon, León, Spain

    Manuel Dominguez

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