AICS 2024
Artificial Intelligence and Cognitive Science 2024

Table of Contents

• Preface
  Summary: There were 80 papers submitted for peer-review to this conference. Out of these, 40 papers were accepted for this volume.

Papers

• Tangentially Aligned Integrated Gradients for User-Friendly Explanations 1-12
  Lachlan Simpson , Federico Costanza , Kyle Millar , Adriel Cheng , Cheng-Chew Lim , Hong Gunn Chew
• Towards Understanding Deep Representations in CNN: from Concepts to Relations Extraction via Knowledge Graphs 13-25
  Eric Ferreira dos Santos , Alessandra Mileo
• A Global Post Hoc XAI Method For Interpreting LSTM Using Deterministic Finite State Automata 26-38
  Gargi Gupta , Luca Longo , M. Atif Qureshi
• An Explainable Genetic Programming Approach to Safely Predict Cyberbullying Occurrence in Ireland 39-50
  Aidan Murphy , Mahsa Mahdinejad , Saeed Ahmad Syed , Joe Kenny , Anthony Ventresque
• Exploring the Potential of Bilevel Optimization for Calibrating Neural Networks 51-63
  Gabriele Sanguin , Arjun Pakrashi , Marco Viola , Francesco Rinaldi
• Data Poisoning Attacks in the Training Phase of Machine Learning Models: A Review 64-75
  Mugdha Srivastava , Abhishek Kaushik , Róisín Loughran , Kevin Mc Daid
• Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure 76-88
  Jeffrey Sardina , John Kelleher , Declan O'Sullivan
• An Investigation into the Application of Anomaly Detection and the Meijering Filter in the eKYC Process to Detect Recaptured Identity Documents 89-101
  John Magee , Stephen Sheridan , Christina Thorpe
• Handling Class Imbalance via Counterfactual Generation in Medical Datasets 102-113
  Asifa Qureshi , Abhishek Kaushik , Gilbert Regan , Kevin Mc Daid , Fergal Mc Caffery
• Exploring Chronic Disease Trends among Adults in the USA: A Statistical Analysis with Visual Insights 114-126
  Vuong Ngo , Geetika Sood , Fionnuala Donohue , Patricia Kearney , Jennifier Pallin , Mark Roantree
• Automatic Speech Recognition Models for Pathological Speech: Challenges and Insights 127-137
  Kesego Mokgosi , Cathy Ennis , Robert Ross
• How do Employees Engage Within an Online Wellbeing Platform? Insights From Association Rule Mining Analysis 138-150
  Gillian Cameron , Maurice Mulvenna , Raymond Bond , Edel Ennis , Siobhan O'Neill , David Cameron , Alex Bunting
• On the Benefits of Bluntness in Virtual Characters for Motivational Interviews 151-163
  Michael O'Mahony , Cathy Ennis , Robert Ross
• AICat: An AI Cataloguing Approach to Support the EU AI Act 164-176
  Delaram Golpayegani , Harshvardhan J. Pandit , Dave Lewis
• Modeling Implicit Attitudes with Natural Language Data: A Comparison of Language Models 177-188
  Alexander Porshnev , Kevin Dirk Kiy , Diarmuid O'Donoghue , Manokamna Singh , Cai Wingfield , Dermot Lynott
• An Examination of Embedding Methods for Entity Comparison in Text-Rich Knowledge Graphs 189-201
  Huan Chen , Gareth Jones , Rob Brennan
• “An bhfuil Gaeilge agat?”: Differences in user interaction and assistant responses across languages of European origin in large-scale conversational datasets 202-214
  Aldan Creo
• Mapping Upper Secondary Computer Science Specifications Against UNESCO’s Framework of AI Learning Outcomes 215-227
  Joyce Mahon , Brian Mac Namee , Brett Becker
• NLP-Based Analysis of Annual Reports: Asset Volatility Prediction and Portfolio Strategy Application 228-240
  Xiao Li , Yang Xu , Linyi Yang , Yue Zhang , Ruihai Dong
• Multi-Objective Mixed Bus Fleet Charging Schedule Problem with Time-of-Use for real-world data-sets 241-253
  Padraigh Jarvis , Laura Climent , Alejandro Arbelaez
• Characterizing Multi-Source Data for Effective Urban Mobility Modelling: The Case of New York City 254-265
  Tonny Rutayisire , Jun Liu , Samuel Moore , Carlos Balsas
• The Impact of CLIP Encoders and CNN Architectures on Model Efficiency: A Case Study on Hate Speech Detection 266-278
  Christof Kälin , Ellen Rushe , Stefan Kull , Andrew McCarren
• Autonomous Satellite Health Monitoring using EIRSAT-1 Telemetry 279-289
  James Murphy , Muhammad Deedahwar Mazhar Qureshi , Jake O'Brien , Brian Mac Namee
• A Real-Time Prediction System for Restaurant Orders Using Time Series and Behavioural Analytics: A Conceptual Framework 290-300
  Amir Arzy , Fereshteh Khodaparast , Ruairi O'Reilly
• Identifying Subject Bias in WiFi-based Human Activity Recognition Evaluation Methods 301-313
  Amany Elkelany , Robert Ross , Susan Mckeever
• Investigating the Impact of Internal Inputs on Mmultisensory Integration: A ‎Study of External ‎Multisensory Inputs and Internal Arousal 314-322
  Zahra Azizi , Jason Chan , Tomas Ward , Annalisa Setti
• An Evaluation of Features Extracted from Facial Images in the Context of Accurate Age Estimation 323-335
  Malik Awais Khan , Aurelia Power , Peter Corcoran , Christina Thorpe
• Modelling Expected Threat in Gaelic Football using a Markov Chain Approach 336-347
  Ciaran Sheelan , Kevin McDaid , Jack McDonnell
• Mitigating Bias in Medical Datasets: A Comparative Analysis of Generative Adversarial Networks (GANs) Based Data Generation Techniques 348-360
  Mohamed Ashik Shahul Hameed , Asifa Qureshi , Abhishek Kaushik
• Back-filling Missing Data When Predicting Domestic Electricity Consumption From Smart Meter Data 361-373
  Xianjuan Chen , Shuxiang Cai , Alan Smeaton
• The Impact of Feature Quantity on Recommendation Algorithm Performance 374-383
  Lukas Wegmeth
• Neural Architecture Search for Crop Yield Prediction using Multimodal Data 384-396
  Heera Lal Khatri , Paul Greaney , Jade Lyons , Thomas Dowling
• Image Retrieval with Short Text Queries 397-407
  Ojas Rane , Brian Mac Namee , Conor Nugent
• Generative AI-Enabled Chatbot for Improving Students Understanding and Awareness of Academic Integrity Policies 408-420
  Claudio Gonzalez , Faithful Onwuegbuche
• k-Most-Influential Neighbours: Noise-Resistant kNN 421-433
  Matt Mallen , Derek Bridge
• AI-Informed Development for a Lactate Measurement Tool 434-446
  Cian Kiely , Nicola Rossberg , Shree Krishnamoorth , Andrea Visentin
• Street Navigation for Visual Impairment using CNN and Transformer Models 447-459
  Hasan Ali , Faithful Onwuegbuche
• Deep Learning Pipeline for Blood Cell Segmentation, Classification and Counting 460-472
  Abhijeet Rao , Kiang Wei Kho , Vitaliy Mykytiv , Andrea Visentin
• Datasheets for Healthcare AI: A Framework for Transparency and Bias Mitigation 473-485
  Marjia Siddik , Harshvardhan Pandit
• Machine Learning Physical Fatigue Estimation Approach Based on IMU and EMG Wearable Sensors 486-498
  Suraj Prasannan Nair , Marco Sica , Salvatore Tedesco , Andrea Visentin