Andrew McCarren

34 papers B 5C 1Journal 10Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Meta-learner approach to multistep-ahead time series prediction.
Int. J. Data Sci. Anal.
Fouad Bahrpeyma, Vuong M. Ngo, Mark Roantree, Andrew McCarren
2025 — conf
A Review of Estimation in Software Engineering.
EuroSPI (1)
Kevin James Tomescu, Niamh Gowran, Lorena Gomez, Eoin Delahunty, Andrew McCarren, Gerard Marks, Murat Yilmaz, Richard Messnarz, Paul M. Clarke
2025 J jnl
Applying Time Series Deep Learning Models to Forecast the Growth of Perennial Ryegrass in Ireland.
CoRR
Oluwadurotimi Onibonoje, Vuong M. Ngo, Andrew McCarren, Elodie Ruelle, Bernadette O'Brien, Mark Roantree
2025 — conf
Current AI-Based Software Engineering, Strengths and Weaknesses - Results from a MLR.
EuroSPI (1)
Jed Walshe, Robert Maloney, Evun Grant, Carlos Conde, Gerard Marks, Murat Yilmaz, Richard Messnarz, Paul M. Clarke, Andrew McCarren
2025 J jnl
Exploring the trie of rules: a fast data structure for the representation of association rules.
J. Intell. Inf. Syst.
Mikhail Kudriavtsev, Vuong M. Ngo, Mark Roantree, Marija Bezbradica, Andrew McCarren
2025 — conf
Inner Source, Outer Source, Low Code, and No Code: Pros, Cons and Contexts - Results from an MLR.
EuroSPI (1)
Georgijs Pitkevics, Lakshita Dubey, Chee Hin Choa, Yana Koleva, Murat Yilmaz, Paul M. Clarke, Andrew McCarren
2025 — conf
Programming Language Selection in Software Engineering: Results from an Adapted MLR Focused on Go, Haskell, Python and Rust.
EuroSPI (1)
Zoe Collins, Luigi Di Paolo, Cathal O'Grady, Niall Ryan, Gerard Marks, Murat Yilmaz, Paul M. Clarke, Andrew McCarren
2024 J jnl
An Evaluation of Deep Learning Models for Stock Market Trend Prediction.
CoRR
Gonzalo Lopez Gil, Paul Duhamel-Sebline, Andrew McCarren
2024 C conf
Comparative Analysis of Methods for Performing a Side-Channel Video-Fingerprinting Attack.
ISCC
Deborah Djon, Darragh Connaughton, Geoff Hamilton, Andrew McCarren
2024 — conf
Efficient Visualization of Association Rule Mining Using the Trie of Rules.
KDIR
Mikhail Kudriavtsev, Andrew McCarren, Hyowon Lee, Marija Bezbradica
2024 — conf
Investigating Systems Modernisation: Approaches, Challenges and Risks.
EuroSPI (1)
Gareth Hogan, Patricija Shalkauskaite, Mengte Zhu, Martin Derwin, Murat Yilmaz, Andrew McCarren, Paul M. Clarke
2024 — conf
The Impact of CLIP Encoders and CNN Architectures on Model Efficiency: A Case Study on Hate Speech Detection.
AICS
Christof Kälin, Ellen Rushe, Stefan Kull, Andrew McCarren
2023 J jnl
Constructing a Meta-Learner for Unsupervised Anomaly Detection.
IEEE Access
Malgorzata Gutowska, Suzanne Little, Andrew McCarren
2023 J jnl
Constructing a meta-learner for unsupervised anomaly detection.
CoRR
Malgorzata Gutowska, Suzanne Little, Andrew McCarren
2023 J jnl
Decomposition of Monolith Applications Into Microservices Architectures: A Systematic Review.
IEEE Trans. Software Eng.
Yalemisew M. Abgaz, Andrew McCarren, Peter Elger, David Solan, Neil Lapuz, Marin Bivol, Glenn Jackson, Murat Yilmaz, Jim Buckley, Paul M. Clarke
2023 J jnl
Exploring the Trie of Rules: a fast data structure for the representation of association rules.
CoRR
Mikhail Kudriavtsev, Marija Bezbradica, Andrew McCarren
2023 — conf
Investigating Sources and Effects of Bias in AI-Based Systems - Results from an MLR.
EuroSPI (1)
Caoimhe De Buitlear, Ailbhe Byrne, Eric McEvoy, Abasse Camara, Murat Yilmaz, Andrew McCarren, Paul M. Clarke
2021 — conf
Detection of Covid-19 From an Imbalanced Chest X-ray Image Data Set.
AICS
Sharath Madhu Manjunath, Manju Gurjar, Neil O'Kane, Andrew McCarren, Leonardo Gualano
2021 — conf
Forecasting Gold Prices Using Temporal Convolutional Networks.
AICS
Justin Fajou, Andrew McCarren
2020 B conf
A Multivocal Literature Review of Function-as-a-Service (FaaS) Infrastructures and Implications for Software Developers.
EuroSPI
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
2020 J jnl
Fact or Factitious? Contextualized Opinion Spam Detection.
CoRR
Stefan Kennedy, Niall Walsh, Kirils Sloka, Jennifer Foster, Andrew McCarren
2019 B conf
A Method for Automated Transformation and Validation of Online Datasets.
EDOC
Suzanne McCarthy, Andrew McCarren, Mark Roantree
2019 J jnl
Automating Data Mart Construction from Semi-structured Data Sources.
Comput. J.
Michael Scriney, Suzanne McCarthy, Andrew McCarren, Paolo Cappellari, Mark Roantree
2019 — conf
Fact or Factitious? Contextualized Opinion Spam Detection.
ACL (2)
Stefan Kennedy, Niall Walsh, Kirils Sloka, Andrew McCarren, Jennifer Foster
2019 — conf
Identifying Extra-terrestrial Intelligence Using Machine Learning.
AICS
Malgorzata Gutowska, Michael Scriney, Andrew McCarren
2019 — conf
Representative Sample Extraction from Web Data Streams.
DEXA (1)
Michael Scriney, Congcong Xing, Andrew McCarren, Mark Roantree
2018 — conf
Combining Web and Enterprise Data for Lightweight Data Mart Construction.
DEXA (2)
Suzanne McCarthy, Andrew McCarren, Mark Roantree
2018 B conf
Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches.
DaWaK
Fouad Bahrpeyma, Mark Roantree, Andrew McCarren
2017 — conf
Anomaly detection in agri warehouse construction.
ACSW
Andrew McCarren, Suzanne McCarthy, Conor O. Sullivan, Mark Roantree
2017 — conf
Data Mining in Agri Warehouses Using MODWT Wavelet Analysis.
ICIST
Ken Bailey, Mark Roantree, Martin Crane, Andrew McCarren
2017 B conf
Detecting Feature Interactions in Agricultural Trade Data Using a Deep Neural Network.
DaWaK
Jim O'Donoghue, Mark Roantree, Andrew McCarren
2017 — conf
Multi-Resolution Forecast Aggregation for Time Series in Agri Datasets.
AICS
Fouad Bahrpeyma, Mark Roantree, Andrew McCarren
2016 B conf
Variable interactions in risk factors for dementia.
RCIS
Jim O'Donoghue, Mark Roantree, Andrew McCarren
2015 — conf
Anomaly and Event Detection for Unsupervised Athlete Performance Data.
LWA
Jim O'Donoghue, Mark Roantree, Bryan Cullen, Niall Moyna, Conor O. Sullivan, Andrew McCarren