| 2026 | ACIIDS | An Efficient Hybrid Deep Learning Approach for Detecting Online Abusive Language. | Vuong M. Ngo, Cach N. Dang, Kien V. Nguyen, Mark Roantree |
| 2025 | AIME | Developing a Dyslexia Indicator Using Eye Tracking. | Kevin Cogan, Vuong M. Ngo, Mark Roantree |
| 2025 | AIME | A Graph Based Raman Spectral Processing Technique for Exosome Classification. | Vuong M. Ngo, Edward Bolger, Stan Goodwin, John O'Sullivan, Dinh Viet Cuong, Mark Roantree |
| 2025 | ICCCI | Application of Whitebox Machine Learning Models for Optimizing Electrochemical Assays of Drug Permeability. | Uttaran Bera, Nirod Kumar Sarangi, Tia E. Keyes, Mark Roantree |
| 2025 | ICCCI | Enhancing Bagging Ensemble Regression with Data Integration for Time Series-Based Diabetes Prediction. | Vuong M. Ngo, Quang Vinh Tran, Patricia M. Kearney, Mark Roantree |
| 2024 | DaWaK | Using a Spatial Grid Model to Interpret Players Movement in Field Sports. | Valerio Antonini, Michael Scriney, Alessandra Mileo, Mark Roantree |
| 2024 | ICDE | Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System. | Mark Roantree, Niamh Murphy, Dinh Viet Cuong, Vuong M. Ngo |
| 2020 | DaWaK | Predicting Customer Churn for Insurance Data. | Michael Scriney, Dongyun Nie, Mark Roantree |
| 2019 | DEXA | Representative Sample Extraction from Web Data Streams. | Michael Scriney, Congcong Xing, Andrew McCarren, Mark Roantree |
| 2019 | EDOC | A Method for Automated Transformation and Validation of Online Datasets. | Suzanne McCarthy, Andrew McCarren, Mark Roantree |
| 2018 | DaWaK | Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches. | Fouad Bahrpeyma, Mark Roantree, Andrew McCarren |
| 2018 | DEXA | Combining Web and Enterprise Data for Lightweight Data Mart Construction. | Suzanne McCarthy, Andrew McCarren, Mark Roantree |
| 2017 | DaWaK | Detecting Feature Interactions in Agricultural Trade Data Using a Deep Neural Network. | Jim O'Donoghue, Mark Roantree, Andrew McCarren |
| 2016 | DATA | ISE: A High Performance System for Processing Data Streams. | Paolo Cappellari, Soon Ae Chun, Mark Roantree |
| 2016 | DATA | A Scalable Platform for Low-Latency Real-Time Analytics of Streaming Data. | Paolo Cappellari, Mark Roantree, Soon Ae Chun |
| 2016 | EDBT | Efficient Cube Construction for Smart City Data. | Michael Scriney, Mark Roantree |
| 2016 | IDA | A Toolkit for Analysis of Deep Learning Experiments. | Jim O'Donoghue, Mark Roantree |
| 2016 | RCIS | Variable interactions in risk factors for dementia. | Jim O'Donoghue, Mark Roantree, Andrew McCarren |
| 2015 | IJCNN | A Configurable Deep Network for high-dimensional clinical trial data. | Jim O'Donoghue, Mark Roantree, Martin van Boxtel |
| 2014 | DAIS | Cooperation across Multiple Healthcare Clinics on the Cloud. | Neil Donnelly, Kate Irving, Mark Roantree |
| 2014 | WEBIST | Data Cube Computational Model with Hadoop MapReduce. | Bo Wang, Hao Gui, Mark Roantree, Martin F. O'Connor |
| 2013 | ADBIS | FibLSS: A Scalable Label Storage Scheme for Dynamic XML Updates. | Martin F. O'Connor, Mark Roantree |
| 2013 | DASFAA | Using a Pipeline Approach to Build Data Cube for Large XML Data Streams. | Hao Gui, Mark Roantree |
| 2012 | DEXA | SCOOTER: A Compact and Scalable Dynamic Labeling Scheme for XML Updates. | Martin F. O'Connor, Mark Roantree |
| 2011 | ADC | Optimizing Queries for Web Generated Sensor Data. | Gerard Marks, Mark Roantree, Dominick Smyth |
| 2011 | DaWaK | Knowledge Acquisition from Sensor Data in an Equine Environment. | Kenneth Conroy, Gregory C. May, Mark Roantree, Giles Warrington, Sarah Jane Cullen, Adrian McGoldrick |
| 2011 | DEXA | Enabling Knowledge Extraction from Low Level Sensor Data. | Paolo Cappellari, Jie Shi, Mark Roantree, Crionna Tobin, Niall Moyna |
| 2011 | DEXA | A Path-Oriented RDF Index for Keyword Search Query Processing. | Paolo Cappellari, Roberto De Virgilio, Antonio Maccioni, Mark Roantree |
| 2010 | ADC | Optimizing XML data with view fragments. | Jun Liu, Mark Roantree, Zohra Bellahsene |
| 2010 | DEXA | Enrichment of Raw Sensor Data to Enable High-Level Queries. | Kenneth Conroy, Mark Roantree |
| 2010 | ER | A SchemaGuide for Accelerating the View Adaptation Process. | Jun Liu, Mark Roantree, Zohra Bellahsene |
| 2010 | ER | Classification of Index Partitions to Boost XML Query Performance. | Gerard Marks, Mark Roantree, John Murphy |
| 2010 | ISCC | A framework for real-time context provision in ubiquitous sensing environments. | Adel Shaeib, Paolo Cappellari, Mark Roantree |
| 2010 | SOFSEM | OTwig: An Optimised Twig Pattern Matching Approach for XML Databases. | Jun Liu, Mark Roantree |
| 2009 | MEDES | Precomputing queries for personal health sensor environments. | Jun Liu, Mark Roantree |
| 2009 | Qshine | Using Sensor Networks to Measure Intensity in Sporting Activities. | Mark Roantree, Michael Whelan, Jie Shi, Niall Moyna |
| 2009 | RCIS | Querying XML Data Streams from Wireless Sensor Networks: An Evaluation of Query Engines. | Martin F. O'Connor, Kenneth Conroy, Mark Roantree, Alan F. Smeaton, Niall Moyna |
| 2008 | ER | HealthSense: An Application for Querying Raw Sensor Data. | Fabrice Camous, Dnall McCann, Mark Roantree |
| 2008 | ICPADS | Query Management in a Sensor Environment. | Martin F. O'Connor, Vincent Andrieu, Mark Roantree |
| 2008 | ICPADS | Integrating Sensor Streams in pHealth Networks. | Mark Roantree, Dnall McCann, Niall Moyna |
| 2008 | IDEAS | Pattern based processing of XPath queries. | Gerard Marks, Mark Roantree |
| 2007 | DEXA | Using an Object Reference Approach to Distributed Updates. | Dalen Kambur, Mark Roantree, John Murphy |
| 2007 | ICDE | An Indexing Structure for Automatic Schema Matching. | Fabien Duchateau, Zohra Bellahsene, Mark Roantree, Mathieu Roche |
| 2006 | DEXA | Using an Oracle Repository to Accelerate XPath Queries. | Colm Noonan, Cian Durrigan, Mark Roantree |
| 2005 | MMM | Interoperability and Multimedia Archives. | Dalen Kambur, Damir Becarevic, Mark Roantree |
| 2004 | DEXA | Querying Distributed Data in a Super-Peer Based Architecture. | Zohra Bellahsene, Mark Roantree |
| 2002 | ADBIS | Flattening the Metamodel for Object Databases. | Piotr Habela, Mark Roantree, Kazimierz Subieta |
| 2002 | ADC | Metadata Management in Federated Multimedia Systems. | Mark Roantree |
| 2001 | CaiSE | Using a Metadata Software Layer in Information Systems Integration. | Mark Roantree, Jessie B. Kennedy, Peter J. Barclay |
| 2001 | CoopIS | Integrating View Schemata Using an Extended Object Definition Language. | Mark Roantree, Jessie B. Kennedy, Peter J. Barclay |
| 2001 | DAIS | Distributed Transactions for ODMG Federated Databases. | Damir Becarevic, Mark Roantree |
| 1998 | CoopIS | A Generative Communication Service for Database Interoperability. | Wilhelm Hasselbring, Mark Roantree |
| 1998 | ITiCSE | Automated collection of coursework using the Web. | Mark Roantree, Tia E. Keyes |