Ensemble Clustering in Medical Diagnostics. - Derek Greene; Alexey Tsymbal; Nadia Bolshakova; Padraig Cunningham (CBMS, 2004)

Instant Messaging & Presence Management in Mobile Ad-Hoc Networks. - Derek Greene; Donal O'Mahony (PerCom Workshops, 2004)

Producing Accurate Interpretable Clusters from High-Dimensional Data. - Derek Greene; Padraig Cunningham (PKDD, 2005)

Efficient Prediction-Based Validation for Document Clustering. - Derek Greene; Padraig Cunningham (ECML, 2006)

Practical solutions to the problem of diagonal dominance in kernel document clustering. - Derek Greene; Padraig Cunningham (ICML, 2006)

Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering. - Derek Greene; Padraig Cunningham (ECML, 2007)

A state-of-the-art toolkit for document clustering - Derek Greene (2007)

Parallel integration of heterogeneous genome-wide data sources. - Derek Greene; Kenneth Bryan; Padraig Cunningham (BIBE, 2008)

An Analysis of Research Themes in the CBR Conference Literature. - Derek Greene; Jill Freyne; Barry Smyth; Padraig Cunningham (ECCBR, 2008)

Ensemble non-negative matrix factorization methods for clustering protein-protein interactions. - Derek Greene; Gerard Cagney; Nevan J. Krogan; Padraig Cunningham (Bioinform., 2008)

Unsupervised Learning and Clustering. - Derek Greene; Pádraig Cunningham; Rudolf Mayer (Machine Learning Techniques for Multimedia, 2008)

A Machine Learning System for Tracking Sentiment in Irish Economic News. - Anthony Brew; Derek Greene; Padraig Cunningham (AICS, 2009)

A Matrix Factorization Approach for Integrating Multiple Data Views. - Derek Greene; Padraig Cunningham (ECML/PKDD (1), 2009)

Tracking the Evolution of Communities in Dynamic Social Networks. - Derek Greene; Dónal Doyle; Padraig Cunningham (ASONAM, 2010)

Using Crowdsourcing and Active Learning to Track Sentiment in Online Media. - Anthony Brew; Derek Greene; Padraig Cunningham (ECAI, 2010)

Distortion as a validation criterion in the identification of suspicious reviews. - Guangyu Wu; Derek Greene; Barry Smyth; Pádraig Cunningham (SOMA@KDD, 2010)

Spectral Co-Clustering for Dynamic Bipartite Graphs. - Derek Greene; Padraig Cunningham (NyNaK, 2010)

Merging multiple criteria to identify suspicious reviews. - Guangyu Wu; Derek Greene; Padraig Cunningham (RecSys, 2010)

An Analysis of Current Trends in CBR Research Using Multi-View Clustering. - Derek Greene; Jill Freyne; Barry Smyth; Pádraig Cunningham (AI Mag., 2010)

Missing value imputation for epistatic MAPs. - Colm J. Ryan; Derek Greene; Gerard Cagney; Padraig Cunningham (BMC Bioinform., 2010)

Partitioning large networks without breaking communities. - Anand Narasimhamurthy; Derek Greene; Neil J. Hurley; Padraig Cunningham (Knowl. Inf. Syst., 2010)

ThemeCrowds: multiresolution summaries of twitter usage. - Daniel Archambault; Derek Greene; Pádraig Cunningham; Neil J. Hurley (SMUC, 2011)

Deriving Insights from National Happiness Indices. - Anthony Brew; Derek Greene; Daniel Archambault; Padraig Cunningham (ICDM Workshops, 2011)

Identifying Representative Textual Sources in Blog Networks. - Karen Wade; Derek Greene; Conrad Lee; Daniel Archambault; Pádraig Cunningham (ICWSM, 2011)

Improved functional overview of protein complexes using inferred epistatic relationships. - Colm J. Ryan; Derek Greene; Aude Guénolé; Haico van Attikum; Nevan J. Krogan; Pádraig Cunningham; Gerard Cagney (BMC Syst. Biol., 2011)

Supporting the Curation of Twitter User Lists - Derek Greene; Fergal Reid; Gavin Sheridan; Padraig Cunningham (CoRR, 2011)

Normalized Mutual Information to evaluate overlapping community finding algorithms - Aaron F. McDaid; Derek Greene; Neil J. Hurley (CoRR, 2011)

An Eigenvalue-Based Measure for Word-Sense Disambiguation. - Ioana Hulpus; Conor Hayes; Marcel Karnstedt; Derek Greene (FLAIRS, 2012)

An Analysis of Interactions within and between Extreme Right Communities in Social Media. - Derek O'Callaghan; Derek Greene; Maura Conway; Joe Carthy; Pádraig Cunningham (MSM/MUSE, 2012)

A system for twitter user list curation. - Igor Brigadir; Derek Greene; Padraig Cunningham (RecSys, 2012)

Aggregating content and network information to curate twitter user lists. - Derek Greene; Gavin Sheridan; Barry Smyth; Pádraig Cunningham (RSWeb@RecSys, 2012)

Identifying Topical Twitter Communities via User List Aggregation - Derek Greene; Derek O'Callaghan; Pádraig Cunningham (CoRR, 2012)

SMS spam filtering: Methods and data. - Sarah Jane Delany; Mark Buckley; Derek Greene (Expert Syst. Appl., 2012)

Kanopy: Analysing the Semantic Network around Document Topics. - Ioana Hulpus; Conor Hayes; Marcel Karnstedt; Derek Greene; Marek Jozwowicz (ECML/PKDD (3), 2013)

Producing a unified graph representation from multiple social network views. - Derek Greene; Pádraig Cunningham (WebSci, 2013)

Uncovering the wider structure of extreme right communities spanning popular online networks. - Derek O'Callaghan; Derek Greene; Maura Conway; Joe Carthy; Pádraig Cunningham (WebSci, 2013)

Unsupervised graph-based topic labelling using dbpedia. - Ioana Hulpus; Conor Hayes; Marcel Karnstedt; Derek Greene (WSDM, 2013)

TwitterCrowds: Techniques for Exploring Topic and Sentiment in Microblogging Data. - Daniel Archambault; Derek Greene; Pádraig Cunningham (CoRR, 2013)

Discovering Latent Patterns from the Analysis of User-Curated Movie Lists. - Derek Greene; Pádraig Cunningham (CoRR, 2013)

The Extreme Right Filter Bubble. - Derek O'Callaghan; Derek Greene; Maura Conway; Joe Carthy; Pádraig Cunningham (CoRR, 2013)

Online social media in the Syria conflict: Encompassing the extremes and the in-betweens. - Derek O'Callaghan; Nico Prucha; Derek Greene; Maura Conway; Joe Carthy; Padraig Cunningham (ASONAM, 2014)

How Many Topics? Stability Analysis for Topic Models. - Derek Greene; Derek O'Callaghan; Padraig Cunningham (ECML/PKDD (1), 2014)

A Latent Space Analysis of Editor Lifecycles in Wikipedia. - Xiangju Qin; Derek Greene; Pádraig Cunningham (MSM/MUSE/SenseML, 2014)

Adaptive Representations for Tracking Breaking News on Twitter. - Igor Brigadir; Derek Greene; Pádraig Cunningham (CoRR, 2014)

Analyzing Discourse Communities with Distributional Semantic Models. - Igor Brigadir; Derek Greene; Pádraig Cunningham (WebSci, 2015)

Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis. - Derek Greene; James P. Cross (WebSci, 2015)

TextLuas: Tracking and Visualizing Document and Term Clusters in Dynamic Text Data. - Derek Greene; Daniel Archambault; Václav Belák; Pádraig Cunningham (CoRR, 2015)

Topic Stability over Noisy Sources. - Jing Su; Oisín Boydell; Derek Greene; Gerard Lynch (CoRR, 2015)

An analysis of the coherence of descriptors in topic modeling. - Derek O'Callaghan; Derek Greene; Joe Carthy; Pádraig Cunningham (Expert Syst. Appl., 2015)

Topic Stability over Noisy Sources. - Jing Su; Derek Greene; Oisín Boydell (NUT@COLING, 2016)

An Investigation into Information Navigation via Diverse Keyword-based Facets. - Muhammad Atif Qureshi 001; Derek Greene (AICS, 2016)

Ensemble Topic Modeling via Matrix Factorization. - Mark Belford; Brian Mac Namee; Derek Greene (AICS, 2016)

Dimensionality Reduction and Visualisation Tools for Voting Records. - Igor Brigadir; Derek Greene; James P. Cross; Padraig Cunningham (AICS, 2016)

Novel2Vec: Characterising 19th Century Fiction via Word Embeddings. - Siobhán Grayson; Maria Mulvany; Karen Wade; Gerardine Meaney; Derek Greene (AICS, 2016)

Time Series Clustering of Moodle Activity Data. - Ewa Mlynarska; Derek Greene; Padraig Cunningham (AICS, 2016)

Benchmarking Multi-label Classification Algorithms. - Arjun Pakrashi; Derek Greene; Brian Mac Namee (AICS, 2016)

The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature. - Siobhán Grayson; Karen Wade; Gerardine Meaney; Derek Greene (CHDDH, 2016)

Detecting Attention Dominating Moments Across Media Types. - Igor Brigadir; Derek Greene; Pádraig Cunningham (NewsIR@ECIR, 2016)

Time Series Analysis of VLE Activity Data. - Ewa Mlynarska; Pádraig Cunningham; Derek Greene (EDM, 2016)

TwitterCracy: Exploratory Monitoring of Twitter Streams for the 2016 U.S. Presidential Election Cycle. - Muhammad Atif Qureshi 001; Arjumand Younus; Derek Greene (ECML/PKDD (3), 2016)

Discovering structure in social networks of 19th century fiction. - Siobhán Grayson; Karen Wade; Gerardine Meaney; Jennie Rothwell; Maria Mulvany; Derek Greene (WebSci, 2016)

Spreading the news: how can journalists gain more engagement for their tweets? - Claudia Orellana-Rodriguez; Derek Greene; Mark T. Keane (WebSci, 2016)

Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach. - Derek Greene; James P. Cross (CoRR, 2016)

Indicators of Good Student Performance in Moodle Activity Data. - Ewa Mlynarska; Derek Greene; Pádraig Cunningham (CoRR, 2016)

Semi-Supervised Overlapping Community Finding with Pairwise Constraints. - Elham Abdullah Alghamdi; Derek Greene (AICS, 2017)

Synthetic Dataset Generation for Online Topic Modeling. - Mark Belford; Brian Mac Namee; Derek Greene (AICS, 2017)

Finding Niche Topics using Semi-Supervised Topic Modeling via Word Embeddings. - Gerald Conheady; Derek Greene (AICS, 2017)

TweetCric: A Twitter-Based Accountability Mechanism for Cricket. - Arjumand Younus; Muhammad Atif Qureshi 001; Naif R. Aljohani; Derek Greene; Michael P. O'Mahony (ICWE, 2017)

Weak Supervision for Semi-supervised Topic Modeling via Word Embeddings. - Gerald Conheady; Derek Greene (LDK, 2017)

Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings. - Siobhán Grayson; Maria Mulvany; Karen Wade; Gerardine Meaney; Derek Greene (LDK, 2017)

Semi-automatic Bone Marrow Evaluation in PETCT for Multiple Myeloma. - Patrick Leydon; Martin O'Connell; Derek Greene; Kathleen M. Curran (MIUA, 2017)

Lit@EVE: Explainable Recommendation Based on Wikipedia Concept Vectors. - Muhammad Atif Qureshi 001; Derek Greene (ECML/PKDD (3), 2017)

On Supporting Digital Journalism: Case Studies in Co-Designing Journalistic Tools. - Georgiana Ifrim; Derek Greene; Mark T. Keane; Claudia Orellana-Rodriguez; Bichen Shi; Gevorg Poghosyan (CoRR, 2017)

Spreading One's Tweets: How Can Journalists Gain Attention for their Tweeted News? - Claudia Orellana-Rodriguez; Derek Greene; Mark T. Keane (J. Web Sci., 2017)

MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network. - Arjun Pakrashi; Elham Abdullah Alghamdi; Brian Mac Namee; Derek Greene (AICS, 2018)

Semi-supervised Overlapping Community Finding Based on Label Propagation with Pairwise Constraints. - Elham Abdullah Alghamdi; Derek Greene (COMPLEX NETWORKS (1), 2018)

Introduction to the special issue for the ECML PKDD 2018 journal track. - Derek Greene; Björn Bringmann; Élisa Fromont; Jesse Davis (Data Min. Knowl. Discov., 2018)

Stability of topic modeling via matrix factorization. - Mark Belford; Brian Mac Namee; Derek Greene (Expert Syst. Appl., 2018)

Guest editors introduction to the special issue for the ECML PKDD 2018 journal track. - Jesse Davis; Björn Bringmann; Élisa Fromont; Derek Greene (Mach. Learn., 2018)

Comparison of Embedding Techniques for Topic Modeling Coherence Measures. - Mark Belford; Derek Greene (LDK (Posters), 2019)

Curatr: A Platform for Semantic Analysis and Curation of Historical Literary Texts. - Susan Leavy; Gerardine Meaney; Karen Wade; Derek Greene (MTSR, 2019)

Active semi-supervised overlapping community finding with pairwise constraints. - Elham Abdullah Alghamdi; Derek Greene (Appl. Netw. Sci., 2019)

Temporal Analysis of Reddit Networks via Role Embeddings. - Siobhán Grayson; Derek Greene (CoRR, 2019)

EVE: explainable vector based embedding technique using Wikipedia. - Muhammad Atif Qureshi 001; Derek Greene (J. Intell. Inf. Syst., 2019)

Active Learning for the Text Classification of Rock Climbing Logbook Data. - Eoghan Cunningham; Derek Greene (AICS, 2020)

Where's the Why? In Search of Chains of Causes for Query Events. - Suchana Datta; Derek Greene; Debasis Ganguly; Dwaipayan Roy 001; Mandar Mitra (AICS, 2020)

Mitigating Gender Bias in Machine Learning Data Sets. - Susan Leavy; Gerardine Meaney; Karen Wade; Derek Greene (BIAS, 2020)

Curatr: A Platform for Exploring and Curating Historical Text Corpora. - Derek Greene; Karen Wade; Susan Leavy; Gerardine Meaney (DHN, 2020)

Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2020. - Suchana Datta; Debasis Ganguly; Dwaipayan Roy 001; Derek Greene; Charles Jochim; Francesca Bonin (FIRE, 2020)

Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective. - Eoin M. Kenny; Eoin D. Delaney; Derek Greene; Mark T. Keane (ICPR Workshops (3), 2020)

Overlapping community finding with noisy pairwise constraints. - Elham Abdullah Alghamdi; Ellen Rushe; Brian Mac Namee; Derek Greene (Appl. Netw. Sci., 2020)

Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography. - Patrick Leydon; Martin O'Connell; Derek Greene; Kathleen M. Curran (CoRR, 2020)

Ensemble topic modeling using weighted term co-associations. - Mark Belford; Derek Greene (Expert Syst. Appl., 2020)

Nearest Neighbour-Based Data Augmentation for Time Series Forecasting. - Duncan Wallace; Eoin Delaney; Mark T. Keane; Derek Greene (AICS, 2021)

Navigating Multidisciplinary Research Using Field of Study Networks. - Eoghan Cunningham; Barry Smyth; Derek Greene (COMPLEX NETWORKS, 2021)

Selecting Informative Features for Post-hoc Community Explanation. - Sophie Sadler; Derek Greene; Daniel Archambault (COMPLEX NETWORKS, 2021)

Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2021. - Suchana Datta; Debasis Ganguly; Dwaipayan Roy 001; Derek Greene (FIRE, 2021)

Instance-Based Counterfactual Explanations for Time Series Classification. - Eoin Delaney; Derek Greene; Mark T. Keane (ICCBR, 2021)

Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation. - Mark T. Keane; Eoin M. Kenny; Mohammed Temraz; Derek Greene; Barry Smyth (CoRR, 2021)

Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions. - Eoin Delaney; Derek Greene; Mark T. Keane (CoRR, 2021)

Collaboration in the Time of COVID: A Scientometric Analysis of Multidisciplinary SARS-CoV-2 Research. - Eoghan Cunningham; Barry Smyth; Derek Greene (CoRR, 2021)

A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification. - Dairui Liu; Derek Greene; Ruihai Dong (ACL (Findings), 2022)

On the Reproduciblity and Robustness of Query Performance Prediction Experiments - An Extended Abstract. - Suchana Datta; Debasis Ganguly; Mandar Mitra; Derek Greene (CIRCLE, 2022)

The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs. - Eoghan Cunningham; Derek Greene (COMPLEX NETWORKS (1), 2022)

An Analysis of Variations in the Effectiveness of Query Performance Prediction. - Debasis Ganguly; Suchana Datta; Mandar Mitra; Derek Greene (ECIR (1), 2022)

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; Laurence Shalloo; Michael Lynch; Mark T. Keane (ICCBR, 2022)

A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. - Suchana Datta; Sean MacAvaney; Debasis Ganguly; Derek Greene (SIGIR, 2022)

Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. - Suchana Datta; Debasis Ganguly; Derek Greene; Mandar Mitra (WSDM, 2022)

Assessing Network Representations for Identifying Interdisciplinarity. - Eoghan Cunningham; Derek Greene (WWW (Companion Volume), 2022)

Author multidisciplinarity and disciplinary roles in field of study networks. - Eoghan Cunningham; Barry Smyth; Derek Greene (Appl. Netw. Sci., 2022)

Towards explainable community finding. - Sophie Sadler; Derek Greene; Daniel Archambault (Appl. Netw. Sci., 2022)

Handwriting Analysis on the Diaries of Rosamond Jacob. - Sharmistha S. Sawant; Saloni D. Thakare; Derek Greene; Gerardine Meaney; Alan F. Smeaton (CBMI, 2023)

On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. - Suchana Datta; Debasis Ganguly; Derek Greene; Mandar Mitra (QPP++@ECIR, 2023)

Graph Embedding for Mapping Interdisciplinary Research Networks. - Eoghan Cunningham; Derek Greene (WWW (Companion Volume), 2023)

Topic-Centric Explanations for News Recommendation. - Dairui Liu; Derek Greene; Irene Li; Ruihai Dong (CoRR, 2023)

The Role of Document Embedding in Research Paper Recommender Systems: To Breakdown or to Bolster Disciplinary Borders? - Eoghan Cunningham; Derek Greene; Barry Smyth (CoRR, 2023)

RecPrompt: A Prompt Tuning Framework for News Recommendation Using Large Language Models. - Dairui Liu; Boming Yang; Honghui Du; Derek Greene; Aonghus Lawlor; Ruihai Dong; Irene Li (CoRR, 2023)

CowMesh: a data-mesh architecture to unify dairy industry data for prediction and monitoring. - Arjun Pakrashi; Duncan Wallace; Brian Mac Namee; Derek Greene; Christophe Guéret (Frontiers Artif. Intell., 2023)

A Relative Information Gain-based Query Performance Prediction Framework with Generated Query Variants. - Suchana Datta; Debasis Ganguly; Mandar Mitra; Derek Greene (ACM Trans. Inf. Syst., 2023)

Counterfactual explanations for misclassified images: How human and machine explanations differ. - Eoin Delaney; Arjun Pakrashi; Derek Greene; Mark T. Keane (Artif. Intell., 2023)

Surrogate explanations for role discovery on graphs. - Eoghan Cunningham; Derek Greene (Appl. Netw. Sci., 2023)

Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint). - Eoin Delaney; Arjun Pakrashi; Derek Greene; Mark T. Keane (AAAI, 2024)

Advancing Post-OCR Correction: A Comparative Study of Synthetic Data. - Shuhao Guan; Derek Greene (ACL (Findings), 2024)

RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models. - Dairui Liu; Boming Yang; Honghui Du; Derek Greene; Neil Hurley; Aonghus Lawlor; Ruihai Dong; Irene Li (CIKM, 2024)

Synthetically Augmented Self-Supervised Fine-Tuning for Diverse Text OCR Correction. - Shuhao Guan; Derek Greene (ECAI, 2024)

A Deep Learning Approach for Selective Relevance Feedback. - Suchana Datta; Debasis Ganguly; Sean MacAvaney; Derek Greene (ECIR (2), 2024)

Effective Synthetic Data and Test-Time Adaptation for OCR Correction. - Shuhao Guan; Cheng Xu 006; Moule Lin; Derek Greene (EMNLP, 2024)

Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach. - Suchana Datta; Dwaipayan Roy 001; Derek Greene; Gerardine Meaney (JCDL, 2024)

Knowledge Transfer, Knowledge Gaps, and Knowledge Silos in Citation Networks. - Eoghan Cunningham; Derek Greene (CoRR, 2024)

Benchmark Data Contamination of Large Language Models: A Survey. - Cheng Xu 006; Shuhao Guan; Derek Greene; M. Tahar Kechadi (CoRR, 2024)

Transformers4NewsRec: A Transformer-based News Recommendation Framework. - Dairui Liu; Honghui Du; Boming Yang; Neil Hurley; Aonghus Lawlor; Irene Li; Derek Greene; Ruihai Dong (CoRR, 2024)

Topic modelling literary interviews from The Paris Review. - Derek Greene; James O'Sullivan; Daragh O'Reilly (Digit. Scholarsh. Humanit., 2024)

PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy. - Shuhao Guan; Moule Lin; Cheng Xu 006; Xinyi Liu; Jinman Zhao; Jiexin Fan; Qi Xu; Derek Greene (ACL (1), 2025)

Tales and Truths: Exploring the Linguistic Journey of 19th Century Literature and Non-fiction. - Suchana Datta; Dwaipayan Roy 001; Derek Greene; Gerardine Meaney (ECIR (4), 2025)

Combining Query Performance Predictors: A Reproducibility Study. - Sourav Saha 003; Suchana Datta; Dwaipayan Roy 001; Mandar Mitra; Derek Greene (ECIR (4), 2025)

Topic-Centric Explanations for News Recommendation. - Dairui Liu; Derek Greene; Irene Li; Xuefei Jiang; Ruihai Dong (Trans. Recomm. Syst., 2025)

Identifying Algorithmic and Domain-Specific Bias in Parliamentary Debate Summarisation. - Eoghan Cunningham; James P. Cross; Derek Greene (CoRR, 2025)