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ORCID30th AICS 2022: Munster, Ireland
- Luca Longo
, Ruairi O'Reilly:
Artificial Intelligence and Cognitive Science - 30th Irish Conference, AICS 2022, Munster, Ireland, December 8-9, 2022, Revised Selected Papers. Communications in Computer and Information Science 1662, Springer 2023, ISBN 978-3-031-26437-5
Machine Learning, Deep Learning and Applications
- Zachary Dair, Samantha Dockray, Ruairi O'Reilly:
Inter and Intra Signal Variance in Feature Extraction and Classification of Affective State. 3-17 - Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly:
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis. 18-31 - Hazrat Ali, Shafaq Murad, Zubair Shah:
Spot the Fake Lungs: Generating Synthetic Medical Images Using Neural Diffusion Models. 32-39 - Mohamed Ibrahim, Shagufta Henna, Gary Cullen:
Multi-Graph Convolutional Neural Network for Breast Cancer Multi-task Classification. 40-54 - Mirco Ramo, Guénolé C. M. Silvestre:
A Transformer Architecture for Online Gesture Recognition of Mathematical Expressions. 55-67 - Jeffrey Sardina, Callie Sardina, John D. Kelleher, Declan O'Sullivan:
Analysis of Attention Mechanisms in Box-Embedding Systems. 68-80 - Rian Dolphin, Barry Smyth, Ruihai Dong:
A Machine Learning Approach to Industry Classification in Financial Markets. 81-94 - Fazilat Hojaji, Adam J. Toth, Mark John Campbell:
A Machine Learning Approach for Modeling and Analyzing of Driver Performance in Simulated Racing. 95-105 - Hamzeh Asadi, Tom O'Mahony, Julie Lambert, Kenneth N. Brown:
Rapid Quantification of NaDCC for Water Purification Tablets in Commercial Production Using ATR-FTIR Spectroscopy Based on Machine Learning Techniques. 106-120 - Amany Elkelany, Robert J. Ross, Susan McKeever:
WiFi-Based Human Activity Recognition Using Attention-Based BiLSTM. 121-133 - Ankur Patil, Nishtha Jain, Rahul Agrahari, Murhaf Hossari, Fabrizio Orlandi, Soumyabrata Dev:
A Data-Driven Analysis of Formula 1 Car Races Outcome. 134-146 - Usama Tariq, Rizwan Qureshi, Anas Zafar, Danyal Aftab, Jia Wu, Tanvir Alam, Zubair Shah, Hazrat Ali:
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs. 147-159
Responsible and Trustworthy Artificial Intelligence
- Karla Aniela Cepeda Zapata, Tomás Ward, Róisín Loughran, Fergal McCaffery:
Challenges Associated with the Adoption of Artificial Intelligence in Medical Device Software. 163-174 - Marco Alfano, John Kellett, Biagio Lenzitti, Markus Helfert:
An Intelligent Empowering Agent (IEA) to Provide Easily Understood and Trusted Health Information Appropriate to the User Needs. 175-188 - Delaram Golpayegani, Harshvardhan J. Pandit, Dave Lewis:
Comparison and Analysis of 3 Key AI Documents: EU's Proposed AI Act, Assessment List for Trustworthy AI (ALTAI), and ISO/IEC 42001 AI Management System. 189-200 - Joyce Mahon, Brett A. Becker, Brian Mac Namee:
AI and ML in School Level Computing Education: Who, What and Where? 201-213 - Manuela Nayantara Jeyaraj, Sarah Jane Delany:
Author Gender Identification Considering Gender Bias. 214-225 - Nasim Sobhani, Sarah Jane Delany:
Identity Term Sampling for Measuring Gender Bias in Training Data. 226-238 - Clara Isakowitsch:
How Augmented Reality Beauty Filters Can Affect Self-perception. 239-250 - Stefano Marzo, Royston Pinto, Lucy McKenna, Rob Brennan:
Privacy-Enhanced ZKP-Inspired Framework for Balanced Federated Learning. 251-263 - Ciarán Hogan, Ganesh Sistu:
Automatic Vehicle Ego Body Extraction for Reducing False Detections in Automated Driving Applications. 264-275
Natural Language Processing and Recommender Systems
- Victor Coscrato, Derek Bridge:
Recommendation Uncertainty in Implicit Feedback Recommender Systems. 279-291 - Yifei Zhou, Conor Hayes:
Graph-Based Diffusion Method for Top-N Recommendation. 292-304 - Diego Carraro, Kenneth N. Brown:
CouRGe: Counterfactual Reviews Generator for Sentiment Analysis. 305-317 - Muzhaffar Hazman, Susan McKeever, Josephine Griffith:
Meme Sentiment Analysis Enhanced with Multimodal Spatial Encoding and Face Embedding. 318-331 - David Bowden, Diarmuid Grimes:
Intelligent Image Compression Using Traffic Scene Analysis. 332-343 - Eoghan Mulcahy, Pepijn van de Ven, John Nelson:
Aerial Object Detection for Water-Based Search & Rescue. 344-354 - An Pham Ngoc Nguyen, Martin Crane, Marija Bezbradica:
Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI. 355-367 - Ahmed Jouda:
Exploring Abstractive vs. Extractive Summarisation Techniques for Sports News. 368-380 - Carla McKeon, Claudio Rocha, Gareth J. F. Jones:
Automatic Linking of Podcast Segments to Topically Related Webpages. 381-393
Knowledge Representation, Reasoning, Optimisation and Intelligent Applications
- Filipe Souza, Diarmuid Grimes, Barry O'Sullivan:
A Large Neighborhood Search Approach for the Data Centre Machine Reassignment Problem. 397-408 - Vedat Dogan, Steven D. Prestwich:
Bayesian Optimization with Multi-objective Acquisition Function for Bilevel Problems. 409-422 - Richard J. Wallace:
Explaining the Effects of Preprocessing on Constraint Satisfaction Search. 423-436 - Filipe Souza, Diarmuid Grimes, Barry O'Sullivan:
Variable-Relationship Guided LNS for the Car Sequencing Problem. 437-449 - Ciaran Cooney, Rachel Heyburn, Liam Madigan, Mairead O'Cuinn, Chloe Thompson, Joana Cavadas:
Unimodal and Multimodal Representation Training for Relation Extraction. 450-461 - Maha Riad, Saeedeh Ghanadbashi, Fatemeh Golpayegani:
Run-Time Norms Synthesis in Dynamic Environments with Changing Objectives. 462-474 - Lili Zhang, Ruben Mukherjee, Piyush Wadhai, Willie Muehlhausen, Tomás Ward:
Computational Phenotyping of Decision-Making over Voice Interfaces. 475-487 - Niall O' Mahony, Anshul Awasthi, Joseph Walsh, Daniel Riordan:
Latent Space Cartography for Geometrically Enriched Latent Spaces. 488-501 - Awais Akbar, Simon Caton, Ralf Bierig:
Personalised Filter Bias with Google and DuckDuckGo: An Exploratory Study. 502-513 - Phuc Pham Huu, Dongyun Nie, Michael Scriney:
Entity Resolution for Multiple Sources with Extended Approach. 514-526 - Lalu Prasad Lenka, Mélanie Bouroche:
Safe Lane-Changing in CAVs Using External Safety Supervisors: A Review. 527-538
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