Submissions from 2021
Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases, Xuehao Liu, Sarah Jane Delany, and Susan McKeever
Submissions from 2020
Driver Persistence, Safety and Older Adult Self-efficacy: Addressing Driving Challenges Using Innovative Multimodal Communication Concepts, Joan Cahill, Katie Crowley, Sam Cromie, Alison Kay, Michael Gormley, Eamonn Kenny, Sonja Hermann, Ciaran Doyle, Ann Hever, and Robert J. Ross
Homo Ludens Moralis: Designing and Developing a Board Game to Teach Ethics for ICT Education, Damian Gordon, Dympna O'Sullivan, Ioannis Stavrakakis, and Andrea Curley
A Framework for Validating and Testing Agent-based Models: a Case Study from Infectious Diseases Modelling., Elizabeth Hunter and John Kelleher
Tri-Band Assessment of Multi-Spectral Satellite Data for Flood Detection, Pallavi Jain, Bianca Schoen-Phelan, and Robert J. Ross
Automatic Flood Detection in SentineI-2 Images Using Deep Convolutional Neural Networks, Pallavi Jain, Bianca Schoen-Phelan, and Robert J. Ross
English WordNet Taxonomic Random Walk Pseudo-Corpora, Filip Klubicka, Alfredo Maldonado, Abhijit Mahalunkar, and John D. Kelleher
Language-Driven Region Pointer Advancement for Controllable Image Captioning, Annika Lindh, Robert Ross, 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
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
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
Content-Based Music Retrieval of Irish Traditional Music Via a Virtual Tin Whistle, Pierre Beauguitte and Hung-Chuan Huang
Degree Centrality and the Probability of an Infectious Disease Outbreak in Towns within a Region, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
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
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
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
Update Frequency and Background Corpus Selection in Dynamic TF-IDF Models for First Story Detection, Fei Wang, Robert J. Ross, and John D. Kelleher
Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity, 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
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 Ross, and John D. Kelleher
Generating Diverse and Meaningful Captions: Unsupervised Specificity Optimization for Image Captioning, Annika Lindh, Robert 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
Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures, Abhijit Mahalunkar and John D. Kelleher
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 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
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 Framework for Post-Stroke Quality of Life Prediction Using Structured Prediction, Andrew Hines and John D. Kelleher
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
The Influence of Values on the Intention and Usage of Mobile Phone Technology:a Case of Tanzanian SMEs, Renatus Mushi, Almar Ennis, Deirdre Lillis, and Said Jafari
Streaming VR for Immersion: Quality Aspects of Compressed Spatial Audio, Miroslaw Narbutt, Sean O’Leary, Andrew Allen, Jan Skoglund, and Andrew Hines
Rating by Ranking: an Improved Scale for Judgement-based Labels, Jack O'Neill, Sarah Jane Delany, and Brian Mac Namee
Predicting Software Vulnerability Using Security Discussion in Social Media, Andrei Queiroz, Brian Keegan, and Fredrick Mtenzi
On Demonstrating the Impact of Defeasible Reasoning via a multi-Layer Argument-based Framework (Doctoral Consortium), Lucas Middeldorf Rizzo
Representing and Inferring Mental Workload via Defeasible Reasoning: a Comparison with the NASA Task Load Index and the Workload Profile, Lucas Middeldorf Rizzo and Luca Longo
Tackling the Interleaving Problem in Activity Discovery, Eoin Rogers, Robert J. Ross, and John D. Kelleher
A Comparison on the Classification of Short-text Documents Using Latent Dirichlet Allocation and Formal Concept Analysis, Noel Rogers and Luca Longo
Reflections on an Experiment, Evaluating the Impact of Spatialisation on Exploration, Clement Roux and John McAuley
Objective Assessment of Perceptual Audio Quality Using ViSQOLAudio, Colm Sloan, Damien Kelly, Naomi Harte, Anil C. Kokaram, and Andrew Hines
Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis, Aram Ter-Sarkisov, Robert Ross, and John D. Kelleher
Incremental Joint Modelling for Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
Analysing the Behaviour of Online Investors in times of Geopolitical Distress: A Case Study on War Stocks, James Usher and Pierpaolo Dondio
An Analysis of the Application of Simplified Silhouette to the Evaluation of k-means Clustering Validity, Fei Wang, Hector-Hugo Franco-Penya, John D. Kelleher, John Pugh, and Robert Ross
Submissions from 2016
On Using Tree Visualisation Techniques to Support Source Code Comprehension, Ivan Bacher, Brian Mac Namee, and John D. Kelleher
Using Icicle Trees to Encode the Hierarchical Structure of Source Code, Ivan Bacher, Brian Mac Namee, and John D. Kelleher
A Corpus of Annotated Irish Traditional Dance Music Recordings: Design and Benchmark Evaluations, Pierre Beauguitte, Bryan Duggan, and John D. Kelleher
Harnessing the Power of Text Mining for the Detection of Abusive Content in Social Media, Hao Chen, Susan McKeever, and Sarah Jane Delany
Towards a Computational Model of Frame of Reference Alignment in Swedish Dialogue, Simon Dobnik, Christine Howes, Kim Demaret, and John D. Kelleher
A Model for Attention-Driven Judgements in Type Theory with Records, Simon Dobnik and John D. Kelleher
Fundamentals of Machine Learning for Neural Machine Translation, John D. Kelleher
The Role of Perception in Situated Spatial Reference, John D. Kelleher
Weathering the Storm of Austerity, Deirdre Lillis
Exploring the Values of Mobile Phone Technology in Tanzania Tourism SMEs, Deirdre Lillis and Renatus Mushi