2022

Modelling the COVID-19 Virus Evolution With Incremental Machine Learning, Suárez-Cetrulo, A. L., Kumar, A., and Miralles-Pechuán, L. In The 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021 (AICS 2021). (2022), CEUR-WS.org, p. 12.

2021

Preserving Privacy in Private Blockchain Networks, Ariappampalayam Krishnamoorthi, P., Shahid, S., Boydell, O., In: Lee K., Zhang LJ. (eds) Blockchain – ICBC 2021. ICBC 2021. Lecture Notes in Computer Science, vol 12991. Springer, Cham. https://doi.org/10.1007/978-3-030-96527-3_8

Disclosure and Engagement on Social Media in Iranian Context, Mehrdad Koohikamali, Hossein Kermani, Hamidreza Rabiei-Dastjerdi, AMCIS 2021

Coyote: A Dataset of Challenging Scenarios in Visual Perception for Autonomous Vehicles (2021) Gupta, S, Ullah, I., Madden, M.G., Robust and Reliable Autonomy in the Wild (R2AW) in 30th International Joint Conference on Artificial Intelligence (IJCAI-21).

Multi-task transfer learning for finding actionable information from crisis-related messages on social media (PFD), Wang, C., Lillis, D.,  Proceedings of the Twenty-Ninth Text REtreival Conference (TREC 2020), Gaithersburg, MD, USA, 2021.

2020

Identifying the Level of Diabetic Retinopathy Using Deep Convolutional Neural Network (PDF), Hassan, R., Rahman, M. A., Ullah, I. Hamdan Alenezi, A., Rassem, T.H., 2020 Emerging Technology in Computing, Communication and Electronics (ETCCE), Bangladesh, 2020, pp. 1-6, doi: 10.1109/ETCCE51779.2020.9350905.

Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation. Anda, F., Becker, B., Lillis, D., Le-Khac, NA., Scanlon, M., International Conference on Cyber Security and Protection of Digital Services (Cyber Security), pages 1–8, Dublin, Ireland, June 2020.

Identifying Patterns of Neighbourhood Change Based on Spatiotemporal Analysis of Airbnb Data in Dublin, Rabiei-Dastjerdi, H., McArdle, G., ICSGSC (4th International Conference on Smart Grid and Smart Cities), 18-21 August, Osaka, Japan.

Urban Consumption Patterns: OpenStreetMap Quality for Social Science Research, Rabiei-Dastjerdi, H., McArdle, G., Ballatore, A., GISTAM2020 (International Conference on Geographical Information Systems Theory, Applications and Management), 7-8 May, Prague.

On the Evaluation of Data Fusion for Information Retrieval (PDF) Lillis, D., Forum for Information Retrieval Evaluation (FIRE ’20), Hyderabad, India, Dec. 2020.

The UCD-Net System at SemEval-2020 Task 1: Temporal Referencing with Semantic Network Distances (PDF), Nulty,P., Lillis. D., Proceedings of the Fourteenth Workshop on Semantic Evaluation, 119-125

Identifying Patterns of Neighbourhood Change Based on Spatiotemporal Analysis of Airbnb Data in Dublin [Link], Hamidreza Rabiei Dastjerdi & Gavin McArdle, 2020 4th International Conference on Smart Grid and Smart Cities (ICSGSC), Nov 2020

A Comparative Study on Word Embeddings in Deep Learning for Text Classification (PFD) Wang, C., Nulty, P., Lillis., D., Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval

2019

Using Text Classification Methods to Detect Malware [Link], Eoghan Cunningham, Oisın Boydell, Cormac Doherty, Benjamin Roques, and Quan Le, The 27th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2019), Galway, December 2019

A Histology–Genomic Integration Analysis Using Machine Learning for Predicting Risk of Recurrence of Breast Cancer (PDF), Mazo, C.,  Mooney, C.,  Gallagher, W.M., UCD Molecular and Computational Biology Symposium 2019. Dublin – Ireland, Nov 2019

Multi-Gene Prognostic Signatures and Prediction of Pathological Complete Response of ER-Positive HER2-Negative Breast Cancer Patients to Neo-Adjuvant Chemotherapy (PDF) Mazo, C.,  Barron, S.,  Mooney, C., Gallagher, W.M.,  2019 UCD Conway Festival of Research & Innovation. Dublin – Ireland, Sept 2019

A Histology–Genomic Integration Analysis Using Machine Learning for Predicting Risk of Recurrence of Breast Cancer, (PDF) Mazo, C.,  Mooney, C., Gallagher, W.M.,  Machine Learning Summer School (MLSS2019). Moscow – Russia, Aug 2019

2018

Presenting a hybrid processing mining framework for automated simulation model generation (PDF), M. Mesabbah and S. McKeever, 2018 Winter Simulation Conference (WSC), 2018, pp. 1370-1381, doi: 10.1109/WSC.2018.8632467

Personalized Breast Cancer Treatment Based on Sox2 Protein Expression, Garin -Muga, A., Mazo, C., Beristain, A., Zabalza, I., Vivanco, M.d. M Macia, I., Clinical Proteomics: towards personalized medicine and health. Barcelona – Spain, Nov 2018

Ontology-based Automatic Reclassification of Tissues and Organs in Histological Images, (PDF), Mazo, C., Trujillo, M., Alegre,E., Salazar, L.,  Journal Proceedings of the 12th Alberto Mendelzon International Workshop on Foundations of Data Management, v. 2100. URL: \url{http://ceur-ws.org/Vol-2100}. Cali – Colombia, May 2018

ROGER: An On-Line Flight Efficiency Monitoring System using ADS-B Data [Link], Shen Wang, Aditya Grover, Brian Mac Namee, Philip Plantholt, Javier López-Leonés, and Pablo Sánchez-Escalonilla, 19th IEEE International Conference on Mobile Data Management(MDM), Aalborg, Denmark, June 2018.

Presenting a hybrid processing mining framework for automated simulation model generation, M Mesabbah, McKeever, S, 2018 Winter Simulation Conference

2017

Evaluating citywide bus service reliability using noisy GPS data [Link], Shen Wang and Brian Mac Namee, 3rd IEEE International Smart Cities Conference (ISC2), Wuxi, China, September 2017.

2016

Topic Stability over Noisy Sources [Link], J Su, D Greene, O Boydell, Proceedings of the 2nd Workshop on Noisy User-generated Text (W-NUT), Osaka, Japan, December 2016

TopicListener: Observing Key Topics from Multi-Channel Speech Audio Streams [Link], J Su, O Boydell, Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications (BigDataService 2016), Oxford, UK, March 2016.

2015

Predicting cognitive load levels from speech data [Link] J Su, S Luz, Proceedings of the International Conference on Non-Linear Speech Processing (NOLISP 2015), Vietri sul Mare, Italy, May 2015.

2014

Linguistically Informed Tweet Categorization for Online Reputation Management (PDF), Lynch, G., Cunningham, P., Proceedings on the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, pages 73-78. June 2014.

Exploring Customer Specific KPI Selection Strategies for an Adaptive Time Critical User Interface (PDF), Keck, I., Ross, R., International Conference on Intelligent User Interfaces, April 2014.

High-Throughput, Web-Scale Data Stream Clustering, [Link] G Wu, O Boydell, P Cunningham, Proceedings of the 4th Workshop on Clickstream Data Mining (WSCD2014), New York, NY,2014

A supervised learning approach towards profiling the preservation of authorial style in literary translations [Link] Lynch, Gerard, Proceedings 25th COLING (2014): 376-386.

High-Throughput Continuous Clustering of Message Streams (PDF),‌ Boydell, O., Landowski, M., Wu, G., Cunningham, P., 2013, 2013 RealStream Conference Proceedings, Sept 2013

2022

Wind power forecasting using ensemble learning for day-ahead energy trading, Andrés L. Suárez-Cetrulo, Lauren Burnham-King, David Haugthon, Ricardo Simón Carbajo, Renewable Energy, 2022, ISSN 0960-1481, https://doi.org/10.1016/j.renene.2022.04.032.

Spatiotemporal Analysis of NO2 Production Using TROPOMI Time-Series Images and Google Earth Engine in a Middle Eastern Country, Rabiei-Dastjerdi, H.; Mohammadi, S.; Saber, M.; Amini, S.; McArdle, G. Remote Sens. 2022, 14, 1725. https://doi.org/10.3390/rs14071725

City-region or city? That is the question: modelling sprawl in Isfahan using geospatial data and technology, Hamidreza Rabiei-Dastjerdi, Saeid Amini, Gavin McArdle & Saeid Homayouni, GeoJournal (2022)

2021

Novel Exploratory Spatiotemporal Analysis to Identify Sociospatial Patterns at Small Areas Using Property Transaction Data in Dublin (PdF) 2021 Rabiei-Dastjerdi, H., McArdle, G., Land 2021, doi:10.3390/land10060566

2020

Who Gets What, Where, and How Much? Composite Index of Spatial Inequality for Small Areas in Tehran.  Rabiei Dastjerdi, H.,  Matthews, S.A., Composite Index of Spatial Inequality for Small Areas in Tehran. Regional Science Policy & Practice. DOI:10.1111/rsp3.12393

Multimodal Medical Image Fusion in Stereotactic Electroencephalography (ResearchGate), Pérez,  Hinestroza, J.A., Mazo, C. , Trujillo, M., Herrera, A. in Magnetic Resonance Materials in Physics, Biology and Medicine, SN: 1352-8661, v.33(1), p.208-208, DOI:10.1007/s10334-020-00876-y, Spain, Oct 2020.

Using an Ontology of the Human Cardiovascular System to Improve the Classification of Histological Images,  Mazo, C., Alegre, E., Trujillo, M., Scientific Reports, ISSN: 2045-2322, v.10(1), p.1-14, DOI:10.1038/s41598-020-69037-4, United Kingdom, Jul 2020.

Fertility variability in a low-fertility country: patterns and trends in regional and local scale heterogeneity across Italy, 2002-2017.  Salvati, L, Benassi, F., Miccoli, S., Rabiei-Dastjerdi H., Matthews, S. A., Applied Geography. DOI: 10.1016/j.apgeog.2020.102321

Gap analysis in decision support systems for real-estate in the era of the digital earth, Rabiei-Dastjerdi, H., McArdle, G., Matthews, S.A., Keenan, P..  International Journal of Digital Earth.  DOI: 10.1080/17538947.2020.1808719

Multi-Gene Prognostic Signatures and Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in ER-positive, HER2-negative Breast Cancer Patients  Mazo, C.,  Barron, S., Mooney, C.,  Gallagher, W.M.  Cancers Journal, ISSN: 2072-6694, v. 12(5), p. 1133, DOI:10.3390/cancers12051133, Switzerland May 2020

Clinical Decision Support Systems in Breast Cancer: A Systematic Review  Mazo, C.,  Kearnsc, C., Mooney, C.,  Gallagher, W.M., Cancers Journal, ISSN: 2072-6694, v.12(2), p.1-15, DOI:10.3390/cancers12020369, Switzerland, Jan 2020.

Combining Machine Learning and Logical Reasoning to Improve Requirements Traceability Recovery (PDF). Li,T., Wang,S., Lillis, D., Yang, Z., Applied Sciences, 10(20):7253, Jan. 2020.

Gap Analysis in Decision Support Systems for Real Estate in the Era of the Digital Earth [Link], Hamidreza Rabiei-Dastjerdi, Gavin McArdle, Stephen A. Matthews & Peter Keenan, International Journal of Digital Earth, Aug 2020

Using an Ontology of the Human Cardiovascular System to Improve the Classification of Histological Images [Link], Claudia Mazo, Enrique Alegre & Maria Trujillo, Nature Scientific Reports 10, Article Number: 12276, July 2020

Deep Learning Methods in Protein Structure Prediction [Link], Mirko Torrisi, Gianluca Pollastri, Quan Le, Computational and Structural Biotechnology Journal, January 2020

Clinical Decision Support Systems in Breast Cancer: A Systematic Review [Link], Claudia Mazo, Cathriona Kearns

Urban Consumption Patterns: OpenStreetMap Quality for Social Science Research [Link], Hamidreza Rabiei Dastjerdi, Gavin McArdle & Andrea Ballatore, GISTAM 2020, May 2020

A 2020 perspective on “A novel methodology for optimizing display advertising campaigns using genetic algorithms” [Link], Miralles-Pechuán, L., Hiram Ponce and Lourdes Martínez-Villaseñor, Electronic Commerce Research and Applications 40 (2020): 100953, April 2020

Convolution on Neural Networks for High-Frequency Trend Prediction of Cryptocurrency Exchange Rates Using Technical Indicators [Link], Saúl Alonso-Monsalve

2019

The Relevance of Cataract as a Risk Factor for Age-Related Macular Degeneration: A Machine Learning Approach [Link], Martínez-Velasco, A., Martínez-Villaseñor, L., Miralles-Pechuán, L., Perez-Ortiz, A. C., Zenteno, J. C., & Estrada-Mena, F. J. (2019). Applied Sciences, 9(24), 5550. December 2019

The Use of Deep Learning Distributed Representations in the Identification of Abusive Text, (PDF), Chen, H., McKeever, S., Delany, S. J. (2019). Proceedings of the International AAAI Conference on Web and Social Media, 13(01), 125-133. Retrieved from https://ojs.aaai.org/index.php/ICWSM/article/view/3215

Incremental Market Behavior Classification in Presence of Recurring Concepts [Link],

Multi-gene prognostic signatures and prediction of pathological complete response of ER-Positive HER2-negative breast cancer patients to neo-adjuvant chemotherapy (PDF), Mazo, C.,  Barron, S., Mooney, C.,  Gallagher, W.M., Annals of Oncology, Vol. 30(5), Supplement 5, ISSN: 0923-7534, DOI: 10.1093/annonc/mdz240.081, 2019, Sept 2019

2018

Transfer learning for classification of cardiovascular tissues in histological images, Mazo, C., Bernal, J.,  Trujillo, M., Alegre, E., Computer Methods And Programs In Biomedicine, ISSN: 0169-2607, v. 165, p. 69-76, DOI:10.1016/j.cmpb.2018.08.006, Netherlands, Oct 2018

In Silico Approach for Immunohistochemical Evaluation of a Cytoplasmic Marker in Breast Cancer, Mazo, C., Orue-Etxebarria, E., Zabalza, I.,  Vivanco, M. d. M., Kypta, R. M., Beristain, A., Cancers Journal, Vol. 10(12), DOI: 10.3390/cancers10120517, Switzerland, Sept 2018