Andrew McCarren

According to our database, Andrew McCarren authored at least 27 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Meta-learner approach to multistep-ahead time series prediction.

Fouad Bahrpeyma, Vuong M. Ngo, Mark Roantree, Andrew McCarren

Int. J. Data Sci. Anal., September, 2025

Exploring the trie of rules: a fast data structure for the representation of association rules.

Mikhail Kudriavtsev, Vuong M. Ngo, Mark Roantree, Marija Bezbradica, Andrew McCarren

J. Intell. Inf. Syst., April, 2025

2024

An Evaluation of Deep Learning Models for Stock Market Trend Prediction.

Gonzalo Lopez Gil, Paul Duhamel-Sebline, Andrew McCarren

CoRR, 2024

Comparative Analysis of Methods for Performing a Side-Channel Video-Fingerprinting Attack.

Deborah Djon, Darragh Connaughton, Geoff Hamilton, Andrew McCarren

Proceedings of the IEEE Symposium on Computers and Communications, 2024

Efficient Visualization of Association Rule Mining Using the Trie of Rules.

Mikhail Kudriavtsev, Andrew McCarren, Hyowon Lee, Marija Bezbradica

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

Investigating Systems Modernisation: Approaches, Challenges and Risks.

Gareth Hogan, Patricija Shalkauskaite, Mengte Zhu, Martin Derwin, Murat Yilmaz, Andrew McCarren, Paul M. Clarke

Proceedings of the Systems, Software and Services Process Improvement, 2024

The Impact of CLIP Encoders and CNN Architectures on Model Efficiency: A Case Study on Hate Speech Detection.

Christof Kälin, Ellen Rushe, Stefan Kull, Andrew McCarren

Proceedings of The 32nd Irish Conference on Artificial Intelligence and Cognitive Science, 2024

2023

Decomposition of Monolith Applications Into Microservices Architectures: A Systematic Review.

Yalemisew M. Abgaz, Andrew McCarren, Peter Elger, David Solan, Neil Lapuz, Marin Bivol, Glenn Jackson, Murat Yilmaz, Jim Buckley, Paul M. Clarke

IEEE Trans. Software Eng., August, 2023

Exploring the Trie of Rules: a fast data structure for the representation of association rules.

Mikhail Kudriavtsev, Marija Bezbradica, Andrew McCarren

CoRR, 2023

Constructing a Meta-Learner for Unsupervised Anomaly Detection.

Malgorzata Gutowska, Suzanne Little, Andrew McCarren

IEEE Access, 2023

Investigating Sources and Effects of Bias in AI-Based Systems - Results from an MLR.

Caoimhe De Buitlear, Ailbhe Byrne, Eric McEvoy, Abasse Camara, Murat Yilmaz, Andrew McCarren, Paul M. Clarke

Proceedings of the Systems, Software and Services Process Improvement, 2023

2021

Detection of Covid-19 From an Imbalanced Chest X-ray Image Data Set.

Sharath Madhu Manjunath, Manju Gurjar, Neil O'Kane, Andrew McCarren, Leonardo Gualano

Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

Forecasting Gold Prices Using Temporal Convolutional Networks.

Justin Fajou, Andrew McCarren

Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

2020

A Multivocal Literature Review of Function-as-a-Service (FaaS) Infrastructures and Implications for Software Developers.

Jake Grogan, Connor Mulready, James McDermott, Martynas Urbanavicius, Murat Yilmaz, Yalemisew M. Abgaz, Andrew McCarren, Silvana Togneri MacMahon, Vahid Garousi, Peter Elger, Paul M. Clarke

Proceedings of the Systems, Software and Services Process Improvement, 2020

2019

Automating Data Mart Construction from Semi-structured Data Sources.

Michael Scriney, Suzanne McCarthy, Andrew McCarren, Paolo Cappellari, Mark Roantree

Comput. J., 2019

A Method for Automated Transformation and Validation of Online Datasets.

Suzanne McCarthy, Andrew McCarren, Mark Roantree

Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Conference, 2019

Representative Sample Extraction from Web Data Streams.

Michael Scriney, Congcong Xing, Andrew McCarren, Mark Roantree

Proceedings of the Database and Expert Systems Applications, 2019

Identifying Extra-terrestrial Intelligence Using Machine Learning.

Malgorzata Gutowska, Michael Scriney, Andrew McCarren

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

Fact or Factitious? Contextualized Opinion Spam Detection.

Stefan Kennedy, Niall Walsh, Kirils Sloka, Andrew McCarren, Jennifer Foster

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Combining Web and Enterprise Data for Lightweight Data Mart Construction.

Suzanne McCarthy, Andrew McCarren, Mark Roantree

Proceedings of the Database and Expert Systems Applications, 2018

Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches.

Fouad Bahrpeyma, Mark Roantree, Andrew McCarren

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

2017

Data Mining in Agri Warehouses Using MODWT Wavelet Analysis.

Ken Bailey, Mark Roantree, Martin Crane, Andrew McCarren

Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

Detecting Feature Interactions in Agricultural Trade Data Using a Deep Neural Network.

Jim O'Donoghue, Mark Roantree, Andrew McCarren

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Multi-Resolution Forecast Aggregation for Time Series in Agri Datasets.

Fouad Bahrpeyma, Mark Roantree, Andrew McCarren

Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017

Anomaly detection in agri warehouse construction.

Andrew McCarren, Suzanne McCarthy, Conor O. Sullivan, Mark Roantree

Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016

Variable interactions in risk factors for dementia.

Jim O'Donoghue, Mark Roantree, Andrew McCarren

Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

2015

Anomaly and Event Detection for Unsupervised Athlete Performance Data.

Jim O'Donoghue, Mark Roantree, Bryan Cullen, Niall Moyna, Conor O. Sullivan, Andrew McCarren

Proceedings of the LWA 2015 Workshops: KDML, 2015