Derek Greene

Most-cited papers

Normalized Mutual Information to evaluate overlapping community finding algorithms
Aaron F. McDaid, Derek Greene, N. Hurley
2011arXiv.org377 citations
Semantic Scholar
An analysis of the coherence of descriptors in topic modeling
D. O'Callaghan, Derek Greene, J. Carthy, P. Cunningham
2015Expert systems with applications355 citations Open access
Semantic Scholar
How Many Topics? Stability Analysis for Topic Models
Derek Greene, D. O'Callaghan, P. Cunningham
2014ECML/PKDD244 citations Open access
Semantic Scholar
Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach
Derek Greene, J. Cross
2016Political Analysis206 citations Open access
Semantic Scholar
Down the (White) Rabbit Hole: The Extreme Right and Online Recommender Systems
D. O'Callaghan, Derek Greene, M. Conway, J. Carthy +1 more
2015175 citations Open access
Semantic Scholar
Unsupervised graph-based topic labelling using dbpedia
Ioana Hulpus, Conor Hayes, M. Karnstedt, Derek Greene
2013Web Search and Data Mining166 citations Open access
Semantic Scholar
Instance-Based Counterfactual Explanations for Time Series Classification
Eoin Delaney, Derek Greene, Mark T. Keane
2020International Conference on Case-Based Reasoning137 citations Open access
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Producing a unified graph representation from multiple social network views
Derek Greene, P. Cunningham
2013Web Science Conference132 citations Open access
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Stability of topic modeling via matrix factorization
Mark Belford, Brian Mac Namee, Derek Greene
2017Expert systems with applications98 citations Open access
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An Analysis of Interactions Within and Between Extreme Right Communities in Social Media
D. O'Callaghan, Derek Greene, M. Conway, J. Carthy +1 more
2012MSM/MUSE54 citations Open access
Semantic Scholar
Mitigating Gender Bias in Machine Learning Data Sets
Susan Leavy, G. Meaney, Karen Wade, Derek Greene
2020International Workshop on Algorithmic Bias in Search and Recommendation45 citations Open access
Semantic Scholar
Online social media in the Syria conflict: Encompassing the extremes and the in-betweens
D. O'Callaghan, Nico Prucha, Derek Greene, M. Conway +2 more
2014International Conference on Advances in Social Networks Analysis and Mining44 citations Open access
Semantic Scholar
Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis
Derek Greene, J. Cross
2015Web Science Conference43 citations
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Uncovering the wider structure of extreme right communities spanning popular online networks
D. O'Callaghan, Derek Greene, M. Conway, J. Carthy +1 more
2013Web Science Conference43 citations
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EVE: explainable vector based embedding technique using Wikipedia
M. A. Qureshi, Derek Greene
2017Journal of Intelligence and Information Systems34 citations Open access
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Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions
Eoin Delaney, Derek Greene, Mark T. Keane
2021arXiv.org30 citations
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Analyzing Discourse Communities with Distributional Semantic Models
Igor Brigadir, Derek Greene, P. Cunningham
2015Web Science Conference26 citations Open access
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Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective
Eoin M. Kenny, Eoin Delaney, Derek Greene, Mark T. Keane
2020ICPR Workshops24 citations
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Spreading the news: how can journalists gain more engagement for their tweets?
Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane
2016Web Science Conference24 citations Open access
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Deriving Insights from National Happiness Indices
Anthony Brew, Derek Greene, D. Archambault, P. Cunningham
20112011 IEEE 11th International Conference on Data Mining Workshops24 citations Open access
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The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature
Siobhán Grayson, Karen Wade, G. Meaney, Derek Greene
2016International Workshop on Computational History and Data-Driven Humanities22 citations Open access
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Aggregating content and network information to curate twitter user lists
Derek Greene, Gavin Sheridan, Barry Smyth, P. Cunningham
2012RSWeb@RecSys22 citations Open access
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Identifying Topical Twitter Communities via User List Aggregation
Derek Greene, D. O'Callaghan, P. Cunningham
2012arXiv.org22 citations
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Talk is not cheap: Policy agendas, information processing, and the unusually proportional nature of European Central Bank communications policy responses
J. Cross, Derek Greene
2020Governance. An International Journal of Policy, Administration and Institutions21 citations Open access
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Time Series Clustering of Moodle Activity Data
Ewa Mlynarska, Derek Greene, P. Cunningham
2016Irish Conference on Artificial Intelligence and Cognitive Science21 citations
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Indicators of Good Student Performance in Moodle Activity Data
Ewa Mlynarska, Derek Greene, P. Cunningham
2016arXiv.org21 citations
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The Extreme Right Filter Bubble
D. O'Callaghan, Derek Greene, M. Conway, J. Carthy +1 more
2013arXiv.org21 citations
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Hybrid media and populist currents in Ireland’s 2016 General Election
Jane Suiter, Eileen Culloty, Derek Greene, E. Siapera
201819 citations
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Benchmarking Multi-label Classification Algorithms
A. Pakrashi, Derek Greene, Brian Mac Namee
2016Irish Conference on Artificial Intelligence and Cognitive Science19 citations
Semantic Scholar
Novel2Vec: Characterising 19th Century Fiction via Word Embeddings
Siobhán Grayson, Maria Mulvany, Karen Wade, G. Meaney +1 more
2016Irish Conference on Artificial Intelligence and Cognitive Science18 citations
Semantic Scholar
Ensemble Topic Modeling via Matrix Factorization
Mark Belford, Brian Mac Namee, Derek Greene
2016Irish Conference on Artificial Intelligence and Cognitive Science18 citations
Semantic Scholar
Adaptive Representations for Tracking Breaking News on Twitter
Igor Brigadir, Derek Greene, P. Cunningham
2014Knowledge Discovery and Data Mining18 citations
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Discovering structure in social networks of 19th century fiction
Siobhán Grayson, Karen Wade, G. Meaney, J. Rothwell +2 more
2016Web Science Conference15 citations Open access
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TwitterCrowds: Techniques for Exploring Topic and Sentiment in Microblogging Data
D. Archambault, Derek Greene, P. Cunningham
2013arXiv.org14 citations
Semantic Scholar
Spreading One's Tweets: How Can Journalists Gain Attention for their Tweeted News?
Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane
2017The Journal of Web Science11 citations Open access
Semantic Scholar
Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings
Siobhán Grayson, Maria Mulvany, Karen Wade, G. Meaney +1 more
2017International Conference on Language, Data, and Knowledge10 citations Open access
Semantic Scholar
Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI
Eoin Delaney, Derek Greene, L. Shalloo, Michael Lynch +1 more
2022International Conference on Case-Based Reasoning9 citations
Semantic Scholar
An Eigenvalue-Based Measure for Word-Sense Disambiguation
Ioana Hulpus, Conor Hayes, M. Karnstedt, Derek Greene
2012The Florida AI Research Society9 citations
Semantic Scholar
Topic Stability over Noisy Sources
Jing Su, Oisín Boydell, Derek Greene, G. Lynch
2015NUT@COLING8 citations
Semantic Scholar
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation
Markt Keane, Eoin M. Kenny, M. Temraz, Derek Greene +1 more
2021arXiv.org7 citations
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Bone segmentation in contrast enhanced whole-body computed tomography
P. Leydon, M. O'Connell, Derek Greene, K. Curran
2020Biomedical engineering and physics express7 citations Open access
Semantic Scholar
Curatr: A Platform for Semantic Analysis and Curation of Historical Literary Texts
Susan Leavy, G. Meaney, Karen Wade, Derek Greene
2019International Conference on Metadata and Semantics Research7 citations Open access
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Identifying Representative Textual Sources in Blog Networks
Karen Wade, Derek Greene, Conrad Lee, D. Archambault +1 more
2021International Conference on Web and Social Media6 citations Open access
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Navigating Literary Text with Word Embeddings and Semantic Lexicons
Susan Leavy, Karen Wade, G. Meaney, Derek Greene
20185 citations
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Lit@EVE: Explainable Recommendation Based on Wikipedia Concept Vectors
M. A. Qureshi, Derek Greene
2017ECML/PKDD5 citations Open access
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TextLuas: Tracking and Visualizing Document and Term Clusters in Dynamic Text Data
Derek Greene, D. Archambault, Václav Belák, P. Cunningham
2014arXiv.org5 citations
Semantic Scholar
Facilitating Interdisciplinary Knowledge Transfer with Research Paper Recommender Systems
Eoghan Cunningham, Barry Smyth, Derek Greene
2023Quantitative Science Studies4 citations Open access
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Towards explainable community finding
Sophie Sadler, Derek Greene, D. Archambault
2022Applied Network Science4 citations Open access
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Comparison of Embedding Techniques for Topic Modeling Coherence Measures
Mark Belford, Derek Greene
2019International Conference on Language, Data, and Knowledge4 citations
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Temporal Analysis of Reddit Networks via Role Embeddings
Siobhán Grayson, Derek Greene
2019arXiv.org4 citations
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