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  • Conference proceedings
  • Open Access
  • © 2023

Artificial Intelligence and Cognitive Science

30th Irish Conference, AICS 2022, Munster, Ireland, December 8–9, 2022, Revised Selected Papers

  • This book is open access, which means that you have free and unlimited access

Conference proceedings info: AICS 2022.

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Softcover Book USD 49.99
Price excludes VAT (USA)

Table of contents (41 papers)

  1. Front Matter

    Pages i-xiv
  2. Machine Learning, Deep Learning and Applications

    1. Front Matter

      Pages 1-1
    2. Inter and Intra Signal Variance in Feature Extraction and Classification of Affective State

      • Zachary Dair, Samantha Dockray, Ruairi O’Reilly
      Pages 3-17Open Access
    3. A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis

      • Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O’Reilly
      Pages 18-31Open Access
    4. Spot the Fake Lungs: Generating Synthetic Medical Images Using Neural Diffusion Models

      • Hazrat Ali, Shafaq Murad, Zubair Shah
      Pages 32-39Open Access
    5. Multi-Graph Convolutional Neural Network for Breast Cancer Multi-task Classification

      • Mohamed Ibrahim, Shagufta Henna, Gary Cullen
      Pages 40-54Open Access
    6. A Transformer Architecture for Online Gesture Recognition of Mathematical Expressions

      • Mirco Ramo, Guénolé C. M. Silvestre
      Pages 55-67Open Access
    7. Analysis of Attention Mechanisms in Box-Embedding Systems

      • Jeffrey Sardina, Callie Sardina, John D. Kelleher, Declan O’Sullivan
      Pages 68-80Open Access
    8. A Machine Learning Approach to Industry Classification in Financial Markets

      • Rian Dolphin, Barry Smyth, Ruihai Dong
      Pages 81-94Open Access
    9. A Machine Learning Approach for Modeling and Analyzing of Driver Performance in Simulated Racing

      • Fazilat Hojaji, Adam J. Toth, Mark J. Campbell
      Pages 95-105Open Access
    10. WiFi-Based Human Activity Recognition Using Attention-Based BiLSTM

      • Amany Elkelany, Robert Ross, Susan Mckeever
      Pages 121-133Open Access
    11. A Data-Driven Analysis of Formula 1 Car Races Outcome

      • Ankur Patil, Nishtha Jain, Rahul Agrahari, Murhaf Hossari, Fabrizio Orlandi, Soumyabrata Dev
      Pages 134-146Open Access
    12. Brain Tumor Synthetic Data Generation with Adaptive StyleGANs

      • Usama Tariq, Rizwan Qureshi, Anas Zafar, Danyal Aftab, Jia Wu, Tanvir Alam et al.
      Pages 147-159Open Access
  3. Responsible and Trustworthy Artificial Intelligence

    1. Front Matter

      Pages 161-161
    2. Challenges Associated with the Adoption of Artificial Intelligence in Medical Device Software

      • Karla Aniela Cepeda Zapata, Tomás Ward, Róisín Loughran, Fergal McCaffery
      Pages 163-174Open Access
    3. An Intelligent Empowering Agent (IEA) to Provide Easily Understood and Trusted Health Information Appropriate to the User Needs

      • Marco Alfano, John Kellett, Biagio Lenzitti, Markus Helfert
      Pages 175-188Open Access
    4. AI and ML in School Level Computing Education: Who, What and Where?

      • Joyce Mahon, Brett A. Becker, Brian Mac Namee
      Pages 201-213Open Access
    5. Author Gender Identification Considering Gender Bias

      • Manuela Nayantara Jeyaraj, Sarah Jane Delany
      Pages 214-225Open Access

Other Volumes

  1. Artificial Intelligence and Cognitive Science

About this book

This open access book constitutes selected papers presented during the 30th Irish Conference on Artificial Intelligence and Cognitive Science, held in Munster, Ireland, in December 2022. 

The 41 presented papers were thoroughly reviewed and selected from the 102 submissions. They are organized in topical sections on ​machine learning, deep learning and applications; responsible and trustworthy artificial intelligence; natural language processing and recommender systems; knowledge representation, reasoning, optimisation and intelligent applications.


  • Open Access
  • information retrieval
  • computer vision
  • artificial intelligence
  • machine learning
  • agent systems
  • collaborative networks
  • neural networks
  • image processing
  • patter recognition
  • neural computing

Editors and Affiliations

  • Technological University Dublin, Dublin, Ireland

    Luca Longo

  • Munster Technological University, Cork, Ireland

    Ruairi O’Reilly

Bibliographic Information

Buying options

Softcover Book USD 49.99
Price excludes VAT (USA)