Submissions from 2021
Explaining Deep Learning Models for Tabular Data Using Layer-Wise Relevance Propagation, Ihsan Ullah, Andre Rios, Vaibhov Gala, and Susan McKeever
A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods, Giulia Vilone and Luca Longo
Classification of Explainable Artificial Intelligence Methods through Their Output Formats, Giulia Vilone and Luca Longo
Notions of explainability and evaluation approaches for explainable artificial intelligence, Giulia Vilone and Luca Longo
Effect of mutation and vaccination on spread, severity, and mortality of COVID-19 disease, Dr Hossam Zawbaa, Hasnaa Osama, Ahmed El‐Gendy, Haitham Saeed, Hadeer S. Harb, Yasmin M. Madney, Mona Abdelrahman, Marwa Mohsen, Ahmed M.A. Ali, Mina Nicola, Marwa O. Elgendy, Ihab A. Ibrahim, and Mohamed E.A. Abdelrahim
Submissions from 2020
Volunteered and Crowdsourced Geographic Information: the OpenStreetMap Project, Michela Bertolotto, Gavin McArdle, and Bianca Schoen-Phelan
Start of Epidemy in a City: Short-Term Forecast of Covid-19 with GMDH-Based Algorithms and Official Medical Statistics, Anna Boldyreva, Mikhail Alexandrov Mikhail Alexandrov, Olexiy Koshulko, and Svetland Popova
LightGWAS: A Novel Machine Learning Procedure for Genome-Wide Association Study, Ambrozio Bruno, Luca Longo, and Lucas Rizzo
Beyond reasonable doubt: a proposal for undecidedness blocking in abstract argumentation, Pierpaolo Dondio and Luca Longo
Preface to the Special Issue on Advances in Argumentation in Artificial Intelligence, Pierpaolo Dondio, Luca Longo, and Stefano Bistarelli
Managing the Growth of Peer Review at the Royal Society Journals, 1865-1965, Aileen Fyfe, Flaminio Squazzoni, Didier Torny, and Pierpaolo Dondio
Road network simplification for location-based services, Abdeltawab Hendawi, John A. Stankovic, Ayman Taha, Shaker El-Sappagh, Amr A. Ahmadain, and Mohamed Ali
A Model for the Spread of Infectious Diseases in a Region, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
A Hybrid Agent-Based and Equation Based Model for the Spread of Infectious Diseases, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
Evaluating instructional designs with mental workload assessments in university classrooms, Luca Longo and Giuliano Orru'
AMBIQUAL: Towards a Quality Metric for Headphone Rendered Compressed Ambisonic Spatial Audio, Miroslaw Narbutt, Jan Skoglund, Andrew Allen, Michael Chinen, Dan Barry, and Andrew Hines
Exploring the potential of defeasible argumentation for quantitative inferences in real-world contexts: An assessment of computational trust, Lucas Rizzo, Pierpaolo Dondio, and Luca Longo
An Empirical Evaluation of the Inferential Capacity of Defeasible Argumentation, Non-monotonic Fuzzy Reasoning and Expert Systems, Lucas Rizzo and Luca Longo
Self-reported Data for Mental Workload Modelling in Human-Computer Interaction and Third-Level Education, Lucas Rizzo and Luca Longo
Modulation of medical condition likelihood by patient history similarity, Jonathan Turner, Dympna O'Sullivan, and Jon Bird
Modulation of Medical Condition Likelihood by Patient History Similarity, Jonathan Turner, Dympna O'Sullivan, and Jon Bird
A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence, Giulia Vilone, Lucas Rizzo, and Luca Longo
Submissions from 2019
Adaptive Heuristics That (Could) Fit: Information Search and Communication Patterns in an Online Forum of Investors Under Market Uncertainty, Niccolo Casnici, Marco Castellani, Flaminio Squazzoni, Manuela Testa, and Pierpaolo Dondio
HaRD: a Heterogeneity-aware Replica Deletion for HDFS, Hilmi Egemen Ciritoglu, John Murphy, and Christina Thorpe
The "Invisible Hand" of Peer Review: The Implications of Author-Referee Networks on Peer Review in a Scholarly Journal, Pierpaolo Dondio, Niccolo Casnici, Nigel Gilbert, Francisco Grimaldo, and Flaminio Squazzoni
Capturing and Measuring Thematic Relatedness, Magdalena Kacmajor and John D. Kelleher
Languages for Different Health Information Readers: Multitrait-Multimethod Content Analysis of Cochrane Systematic Reviews Textual Summary Formats, Jasna Karačić, Pierpaolo Dondio, Ivan Buljan, Darko Hren, and Ana Marušić
Persistence Pays off: Paying Attention to What the LSTM Gating Mechanism Persists, John D. Kelleher and Giancarlo Salton
Large-Scale Green Supplier Selection Approach under a Q-Rung Interval-Valued Orthopair Fuzzy Environment, Limei Liu, Wenzhi Cao, Biao Shi, and Ming Tang
A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease, Michelle Livne, Jana Rieger, Orhun Utku Aydin, Abdel Aziz Taha, Ela Marie Akay, Tabea Kossen, Jan Sobesky, John D. Kelleher, Kristian Hildebrand, Dietmar Frey, and Vince I. Madai
A Deep Recurrent Q Network Towards Self-adapting Distributed Microservices Architecture (in press), Basel Magableh
A Framework for Evaluating Model-Driven Self-adaptive Software Systems, Basel Magableh
Context Oriented Software Middleware, Basel Magableh
Deep Q Learning for Self Adaptive Distributed Microservices Architecture (in press), Basel Magableh
A deep recurrent Q network towards self-adapting distributed microservice architecture, Basel Magableh and Muder Almiani
Size Matters: The Impact of Training Size in Taxonomically-Enriched Word Embeddings, Alfredo Maldonado, Filip Klubicka, and John D. Kelleher
Direct Instruction and Its Extension with a Community of Inquiry: A Comparison of Mental Workload, Performance and Efficiency, Giuliano Orru and Luca Longo
CS1: how will they do? How can we help? A decade of research and practice, Keith Quille and Susan Bergin
Monitoring meaningful activities using small low-cost devices in a smart home, Jordan Tewell, Dympna O'Sullivan, Neil Maiden, James Lockerbie, and Simone Stumpf
Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity, Fei Wang, Robert J. Ross, and John D. Kelleher
Submissions from 2018
Developing a theoretical framework for policy development, implementation and evaluation, Marie Brennan
Examining the Effects of a Virtual Character on Learning and Engagement in Serious Games, Vihanga Gamage and Cathy Ennis
Design of Event-Triggered Fault-Tolerant Control for Stochastic Systems with Time-Delays, Yi Gao, YunJi Li, Li Peng, and Junyu Liu
Using MOOCs to Promote Digital Accessibility and Universal Design, the MOOCAP Experience, John Gilligan, W. Chen, and J. Darzentas
A Wikipedia powered state-based approach to automatic search query enhancement, Kyle Goslin and Markus Hofmann
A Comparison of Agent-Based Models and Equation Based Models for Infectious Disease Epidemiology, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
An Open-Data-Driven Agent-Based Model to Simulate Infectious Disease Outbreaks, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
Using a Socioeconomic Segregation Burn-in Model to Initialise an Agent-Based Model for Infectious Diseases, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
Three decades of universal design - Defining moments, Margaret Kinsella
Quantitative Fine-grained Human Evaluation of Machine Translation Systems: a Case Study on English to Croatian, Filip Klubicka, Antonio Toral, and Victor Manuel Sanchez-Cartagena
Energy Efficient Hybrid Routing Protocol Based on the Artificial Fish Swarm Algorithm and Ant Colony Optimisation for WSNs, Xinlu Li, Brian Keegan, and Fredrick Mtenzi
Experienced Mental Workload, Perception of Usability, their Interaction and Impact on Task Performance, Luca Longo
Pseudorehearsal in actor-critic agents with neural network function approximation, Vladimir Marochko, Leonard Johard, Manuel Mazzara, and Luca Longo
Towards Dynamic Interaction-Based Reputation Models, Almas Melnikov, Manuel Mazzara, Victor Rivera, JooYoung Lee, and Luca Longo
Combining Ontologies and Open Standards to Derive a Middle Layer Information Model for Interoperability of Personal and Electronic Health Records, Dympna O'Sullivan and Panagiotis Plastiras
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management, Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, and Marc Carrier
Exchanging personal health data with electronic health records: A standardized information model for patient generated health data and observations of daily living, Panagiotis Plastiras and Dympna O'Sullivan
Relating Group Size and Posting Activity of an Online Community of Financial Investors: Regularities and Seasonal Patterns, P. Racca, R. Casarin, Pierpaolo Dondio, and F. Squazzoni
Submissions from 2017
Assessing Peer Review by Gauging the Fate of Rejected Manuscripts: the case of the Journal of Artificial Societies and Social Simulation, Niccolò Casnici, Francisco Grimaldo, Nigel Gilbert, Pierpaolo Dondio, and Flaminio Squazzoni
Abusive Text Detection Using Neural Networks, Hao Chen, Susan McKeever, and Sarah Jane Delany
A Software Development Process for Freshman Undergraduate Students, Catherine Higgins, Fredrick Mtenzi, Ciaran O'Leary, Orla Hanratty, and Claire McAvinia
A Conceptual Framework for a Software Development Process based on Computational Thinking, Catherine Higgins, Ciaran O'Leary, Orla Hanratty, and Fredrick Mtenzi
A Taxonomy for Agent-Based Models in Human Infectious Disease Epidemiology, Elizabeth Hunter, Brian Mac Namee, and John D. Kelleher
Subjective Usability, Mental Workload Assessments and Their Impact on Objective Human Performance, Luca Longo
Assessment of Mental Workload: a Comparison of Machine Learning Methods and Subjective Assessment Techniques, Karim Moustafa, Saturnino Luz, and Luca Longo
K-Bit-Swap: A New Operator For Real-Coded Evolutionary Algorithms, Aram Ter-Sarkisov and Stephen Marsland
Submissions from 2016
Monitoring VoIP Speech Quality for Chopped and Clipped Speech, Andrew Hines, Jan Skoglund, Anil C. Kokaram, and Naomi Harte
Improving Classroom Engagement using Enhanced Teaching Methods, Brian Keegan and Bianca Schoen-Phelan
Face recognition-based real-time system for surveillance, Fahad Parvez Mahdi, Md. Mahmudul Habib, Susan McKeever, A.S.M. Moslehuddin, and Pandian Vasant
A New Educational Mobile Devices Platform for Social Inclusion in Tanzania, Fredrick Mtenzi
FrankenFolk: Distinctiveness and attractiveness of voice and motion, Jan Ondřej, Cathy Ennis, Niamh Merriman, and Carol O'Sullivan
Case Study on Performance and Acceptance of Computer-Aided Assessment, Bianca Schoen-Phelan and Brian Keegan
Submissions from 2015
Decrypting Financial Markets through E-Joint Attention Efforts: On-Line Adaptive Networks of Investors in Periods of Market Uncertainty, Niccolò Casnici, Pierpaolo Dondio, Roberto Casarin, and Flaminio Squazzoni
ViSQOLAudio: An Objective Audio Quality Metric for Low Bitrate Codecs, Andrew Hines, Eoin Gillen, Damien Kelly, Jan Skoglund, Anil Kokaram, and Naomi Harte
ViSQOL: an Objective Speech Quality Model, Andrew Hines, J. Skoglund, A. C. Kokaram, and N. Harte
Medical Device Software and Technology: the Past, Present and Future, Martin McHugh
An Analysis of the Impact of Playout Delay Adjustments Introduced by VoIP Jitter Buffers on Listening Speech Quality, Peter Počta, Hugh Melvin, and Andrew Hines
Experiences of Computer Science Curriculum Design: A phenomenological study, Art Sloan and Brian Bowe
Submissions from 2014
Towards a Computational Analysis of Probabilistic Argumentation Frameworks, Pierpaolo Dondio
Adopting Agile Practices When Developing Software for Use in the Medical Domain, Martin McHugh, Fergal McCaffery, and Valentine Casey
Perception Based Misunderstandings in Human-Computer Dialogues, Niels Schütte, John D. Kelleher, and Brian Mac Namee
Submissions from 2013
Computing the Grounded Semantics in all the Subgraphs of an Argumentation Framework: an Empirical Evaluation, Pierpaolo Dondio
Using Semi-supervised Classifiers for Credit Scoring, Kenneth Kennedy, Brian Mac Namee, and Sarah Jane Delany
A Window of Opportunity: Assessing Behavioural Scoring, Kenneth Kennedy, Brian Mac Namee, Sarah Jane Delany, Michael O'Sullivan, and Neil Watson
New Challenges for Strategy Development in Irish Higher Education Institutions., Deirdre Lillis and Marion Lynch
Drift Detection using Uncertainty Distribution Divergence, Patrick Lindstrom, Brian Mac Namee, and Sarah Jane Delany
A Dynamic Rule-based Approach for Self-adaptive Map Personalisation Services, Basel Magableh
A Viewpoint of Tanzania E-Commerce and Implementation Barriers, George S. Oreku, Fredrick Mtenzi, and Al-Dahoud Ali
Octree-based Indexing for 3D Point Clouds within an Oracle Spatial DBMS, Bianca Schoen-Phelan, Abu Saleh Mohammad Mosa, Debra Laefer, and Michela Bertolotto
Submissions from 2012
SMS Spam Filtering: Methods and Data, Sarah Jane Delany, Mark Buckley, and Derek Greene
Profiling Instances in Noise Reduction, Sarah Jane Delany, Nicola Segata, and Brian MacNamee
Predicting Stock Market Using Online Communities Raw Web Traffic Streams, Pierpaolo Dondio
Speech Intelligibility Prediction using a Neurogram Similarity Index Measure, Andrew Hines and Naomi Harte
Personality Modulates the Effects of Emotional Arousal and Valence on Brain Activation, Elizabeth G. Kehoe, John M. Toomey, Joshua H. Balsters, and Arun L.W. Bokde
Systematically Evaluating the Effectiveness of Quality Assurance Programmes in Leading to Improvements in Institutional Performance, Deirdre Lillis
Irish Education and the Financial Crisis, Deirdre Lillis and John Morgan
PrimitiveC-ADL: Primitive Component Architecture Description Language, Basel Magableh
Changes to the International Regulatory Environment, Martin McHugh, Fergal McCaffery, and Valentine Casey
Software Process Improvement to Assist Medical Device Software Development Organisations to Comply with the Amendments to the Medical Device Directive, Martin McHugh, Fergal McCaffery, and Valentine Casey
Evaluating the Benefits of Octree-based Indexing for LiDAR Data, Abu Saleh Mohammad Mosa, Bianca Schoen-Phelan, Michela Bertolotto, and Debra Laefer