Submissions from 2020
SMPL-Based 3D Pedestrian Pose Prediction, Anil Kunchala, Bianca Schoen-Phelan, Mélanie Bouroche, and Lorraine D'Arcy
Language-Driven Region Pointer Advancement for Controllable Image Captioning, Annika Lindh, Robert J. Ross, and John D. Kelleher
Empowering Qualitative Research Methods in Education with Artificial Intelligence, Luca Longo
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions, Luca Longo, Randy Goebel, Freddy Lecue, Peter Kieseberg, and Andreas Holzinger
Mutual Information Decay Curves and Hyper-parameter Grid Search Design for Recurrent Neural Architectures, Abhijit Mahalunkar and John Kelleher
Detecting Hacker Threats: Performance of Word and Sentence Embedding Models in Identifying Hacker Communications, Susan McKeever, Brian Keegan, and Andrei Quieroz
Moving Targets: Addressing Concept Drift in Supervised Models for Hacker Communication Detection, Susan McKeever, Brian Keegan, and andrei quieroz
Direct and Constructivist Instructional Design: A Comparison of Efficiency Using Mental Workload and Task Performance, Giuliana Orru and Luca Longo
Check Your Tech – Considering the Provenance of Data Used to Build Digital Products and Services: Case Studies and an Ethical CheckSheet, Dympna O'Sullivan and Damian Gordon
Design and Evaluation of an Adventure Videogame Based in the History of Mathematics, Mariana Rocha and Pierpaolo Dondio
Language Model Co-occurrence Linking for Interleaved Activity Discovery, Eoin Rogers, Robert J. Ross, and John D. Kelleher
Modelling Interleaved Activities using Language Models, Eoin Rogers, Robert J. Ross, and John D. Kelleher
Exploring Composite Dataset Biases for Heart Sound Classification, Davoud Shariat Panah, Andrew Hines, and Susan McKeever
Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
F-Measure Optimisation and Label Regularisation for Energy-Based Neural Dialogue State Tracking Models, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
BREXIT Election: Forecasting a Conservative Party Victory through the Pound using ARIMA and Facebook's Prophet, James Usher and Pierpaolo Dondio
BREXIT: Psychometric Profiling the Political Salubrious Through Machine Learning: Predicting personality traits of Boris Johnson through Twitter political text, James Usher and Pierpaolo Dondio
Synthesising Tabular Datasets Using Wasserstein Conditional GANS with Gradient Penalty (WCGAN-GP), Manhar Singh Walia, Brendan Tierney, and Susan McKeever
Multimodal Fusion Strategies for Outcome Prediction in Stroke, Esra Zihni, John D. Kelleher, Vince I. Madai, Ahmed Khalil, Ivana Galinovic, Jochen Fiebach, Michelle Livne, and Dietmar Frey
Submissions from 2019
Nurse-led Design and Development of an Expert System for Pressure Ulcer Management, Débora Abranches, Dympna O'Sullivan, and Jon Bird
Intelligent intrusion detection using radial basis function neural network, Alia AbuGhazleh, Muder Almiani, Basel Magableh, and Abdul Razaque
Content-Based Music Retrieval of Irish Traditional Music Via a Virtual Tin Whistle, Pierre Beauguitte and Hung-Chuan Huang
Towards linked data for Wikidata revisions and Twitter trending hashtags, Paula Dooley and Bojan Bozic
Agent-based IoT Coordination for Smart Cities Considering Security and Privacy, Iván García-Magariño, Geraldine Gray, Rajarajan Muttukrishnan, and Waqar Asif
Degree Centrality and the Probability of an Infectious Disease Outbreak in Towns within a Region, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
MediaEval2019: Flood Detection in Time Sequence Satellite Images, Palavi Jain, Bianca Schoen-Phelan, and Robert J. Ross
Estimating Distributed Representation Performance in Disaster-Related Social Media Classification, Pallavi Jain, Robert J. Ross, and Bianca Schoen-Phelan
Synthetic, Yet Natural: Properties of WordNet Random Walk Corpora and the impact of rare words on embedding performance, Filip Klubicka, Alfredo Maldonado, Abhijit Mahalunkar, and John D. Kelleher
On the Inability of Markov Models to Capture Criticality in Human Mobility, Vaibhav Klukarni, Abhijit Mahalunkar, Benoit Garbinato, and John Kelleher
Sound Transformation: Applying Image Neural Style Transfer Networks to Audio Spectrograms, Xuehao Liu, Susan McKeever, and Sarah Jane Delany
An Evaluation of the Reliability, Validity and Sensitivity of Three Human Mental Workload Measures Under Different Instructional Conditions in Third-Level Education, Luca Longo and Giuliano Orru
A Self Healing Microservices Architecture: A Case Study in Docker Swarm Cluster, Basel Magableh and Muder Almiani
Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies, Abhijit Mahalunkar and John Kelleher
ExploroBOT: Rapid Exploration with Chart Automation, Tamara Matthews, Rohan Goel, and John McAuley
We Have Always Been Virtual: Gilles Deleuze and the Computer-Generated Image, Hugh McCabe
Eavesdropping Hackers: Detecting Software Vulnerability Communication on Social Media Using Text Mining, Susan McKeever, brian keegan, and Andrei Quieroz
Multi-Spectral Visual Crop Assessment Under Limited Data Constraints, Patricia O'Byrne, Patrick Jackman, Damon Berry, Hector-Hugo Franco-Penya, Michael French, and Robert J. Ross
The Evolution of Cognitive Load Theory and the Measurement of Its Intrinsic, Extraneous and Germane Loads: A Review, Giuliana Orru and Luca Longo
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores?, Enea Parimbelli, Szymon Wilk, Dympna O'Sullivan, Stephen Kingwell, Wojtek Michalowski, and Martin Michalowski
Fuzzy-GRA trust model for cloud risk management, Abdul Razaque, Muder Almiani, Meer Jaro Khan, Basel Magableh, Ayman Al-Dmour, and Amer Al-Rahayfeh
Inferential Models of Mental Workload with Defeasible Argumentation and Non-monotonic Fuzzy Reasoning: a Comparative Study, Lucas Rizzo and Luca Longo
Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
Energy-Based Modelling for Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
Investigating Variable Dependencies in Dialogue States, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
The political power of twitter, James Usher, Pierpaolo Dondio, and Lucia Morales
BREXIT: A granger causality of twitter political polarisation on the FTSE 100 Index and the Pound, James Usher, Lucia Morales, and Pierpaolo Dondio
Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity, Fei Wang, Robert J. Ross, and John D. Kelleher
Update Frequency and Background Corpus Selection in Dynamic TF-IDF Models for First Story Detection, Fei Wang, Robert J. Ross, and John D. Kelleher
Expressing Trust with Temporal Frequency of User Interaction in Online Communities, Ekaterina Yashkina, Arseny Pinigin, JooYoung Lee, Manuel Mazzara, Akinlolu Solomon Adekotujo, Adam Zubair, and Luca Longo
Submissions from 2018
The Code Mini-Map Visualisation - Encoding Conceptual Structures Within Source Code, Ivan Bacher, Brian Mac Namee, and John D. Kelleher
Scoped: Evaluating A Composite Visualisation Of The Scope Chain Hierarchy Within Source Code, Ivan Bacher, Brian Mac Namee, and John D. Kelleher
The Code Mini-Map Visualisation: Encoding Conceptual Structures Within Source Code, Ivan Bacher, Brian Mac Namee, and John D. Kelleher
Rhythm Inference From Audio Recordings of Irish Traditional Music, Pierre Beauguitte, Bryan Duggan, and John D. Kelleher
Validation of Tagging Suggestion Models for a Hotel Ticketing Corpus, Bojan Bozic, Andre Rios, and Sarah Jane Delany
A Comparison of Classical Versus Deep Learning Techniques for Abusive Content Detection on Social Media Sites, Hao Che, Susan McKeever, and Sarah Jane Delany
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models, Simon Dobnik, Mehdi Ghanimifard, and John D. Kelleher
Ranking Semantics Based on Subgraphs Analysis, Pierpaolo Dondio
A Proposal to Embed the In Dubio Pro Reo Principle into Abstract Argumentation Semantics based on Topological Ordering and Undecidedness Propagation, Pierpaolo Dondio and Luca Longo
An Investigation of the Impact of a Social Constructivist Teaching Approach, based on Trigger Questions, Through Measures of Mental Workload and Efficiency, Federico Gobbo, Luca Longo, Declan O'Sullivan, and Giuliano Orru
An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines, Paul Kelly and Luca Longo
Examining a Hate Speech Corpus for Hate Speech Detection and Popularity Prediction, Filip Klubicka and Raquel Fernandez
Is it worth it? Budget-related evaluation metrics for model selection, Filip Klubicka, Giancarlo Salton, and John D. Kelleher
Entity-Grounded Image Captioning, Annika Lindh, Robert J. Ross, and John D. Kelleher
Generating Diverse and Meaningful Captions: Unsupervised Specificity Optimization for Image Captioning, Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, and John D. Kelleher
hr500k – A Reference Training Corpus of Croatian., Nikola Ljubešić, Željko Agić, Filip Klubicka, Vuk Batanović, and Tomaž Erjavec
Sensory Seduction and Narrative Pull, Nina Lyons, matt smith, and Hugh McCabe
Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures, Abhijit Mahalunkar and John D. Kelleher
Non-linear Machine Learning with Active Sampling for MOX Drift Compensation, Tamara Matthews, Muhammad Iqbal, and Horacio Gonzalez-Velez
AMBIQUAL – a Full Reference Objective Quality Metric for Ambisonic Spatial Audio, Miroslaw Narbutt, Andrew Allen, Jan Skoglund, Michael Chinen, and Andrew Hines
From Rankings to Ratings: Rank Scoring Via Active Learning, Jack O'Neill, Sarah Jane Delany, and Brian Mac Namee
A Qualitative Investigation of the Degree of Explainability of Defeasible Argumentation and Non-monotonic Fuzzy Reasoning, Lucas Rizzo and Luca Longo
A Comparative Study of Defeasible Argumentation and Non-monotonic Fuzzy Reasoning for Elderly Survival Prediction Using Biomarkers, Lucas Rizzo, Ljiljana Majnaric, and Luca Longo
An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers, Lucas Middeldorf Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, and Luca Longo
Play and Learn: Teachers’ Perceptions About Classroom Video Games, Mariana Rocha, Brendan Tangney, and Pierpaolo Dondio
Evaluating Sequence Discovery Systems in an Abstraction-aware Manner, Eoin Rogers, Robert J. Ross, and John D. Kelleher
Perception & Perspective: An Analysis of Discourse and Situational Factors in Reference Frame Selection, Robert J. Ross and Kavita E. Thomas
A Multi-Task Approach to Incremental Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
The Terror Network Industrial Complex: A Measurement and Analysis of Terrorist Networks and War Stocks, James Usher and Pierpaolo Dondio
Exploring Online Novelty Detection Using First Story Detection Models, Fei Wang, Robert J. Ross, and John D. Kelleher
Submissions from 2017
Scoped: Visualising the scope chain within source code, Ivan Bacher, Brian Mac Namee, and John D. Kelleher
The Code-Map Metaphor - A Review Of Its Use Within Software Visualisations, Ivan Bacher, Brian Mac Namee, and John D. Kelleher
Estimation of Train Driver Workload: Extracting Taskload Measures from On-Train-Data-Recorders, Nora Balfe, Katie Crowley, Brendan Smith, and Luca Longo
The AEPEM Collection: A Set of Annotated Traditional French Music Scores, Pierre Beauguitte
Key Inference from Irish Traditional Music Scores and Recordings, Pierre Beauguitte, Bryan Duggan, and John D. Kelleher
Abusive Text Detection Using Neural Networks, Hao Chen, Susan McKeever, and Sarah Jane Delany
Presenting a Labelled Dataset for Real-Time Detection of Abusive User Posts, Hao Chen, Susan McKeever, and Sarah Jane Delany
Back to the Future: Logic and Machine Learning, Simon Dobnik and John D. Kelleher
Propagating Degrees of Truth on an Argumentation Framework: an Abstract Account of Fuzzy Argumentation, Pierpaolo Dondio
A comparison of automatic search query enhancement algorithms that utilise Wikipedia as a source of a priori knowledge, Kyle Goslin and Markus Hofmann
A Framework for Post-Stroke Quality of Life Prediction Using Structured Prediction, Andrew Hines and John D. Kelleher
Multiparty Computations in Varying Contexts, Paul Laird, Sarah Jane Delany, and Pierpaolo Dondio
CSI4 : A Curriculum for Ensuring More Employable ICT Graduates, Deirdre Lillis
Globalworkit – Connecting Leading Information and Communications Technology (ICT) Sectors, Deirdre Lillis and Michael Collins
Global Software Innovators Strengthening the Software Innovation Capacity of Europe and Korea, Deirdre Lillis, Paul Doyle, Michael Collins, Brian Keegan, Luca Longo, William O'Mahony, and Peter Manifold
Clustering Opportunistic Ant-based Routing Protocol for Wireless Sensor Networks, Xinlu Li, Brian Keegan, and Fredrick Mtenzi
On the Relationship Between Sampling Rate and Hidden Markov Models Accuracy in Non-intrusive Load Monitoring, Steven Lynch and Luca Longo
Assessing the Usefulness of Different Feature Sets for Predicting the Comprehension Difficulty of Text, Brian Mac Namee, John D. Kelleher, and Noel Fitzpatrick
Towards Approaches and Techniques for Analysing WiFi Location Data, John McAuley, Clement Roux, and James Little
How Short is a Piece of String?: the Impact of Text Length and Text Augmentation on Short-text Classification Accuracy, Austin McCartney, Svetlana Hensman, and Luca Longo