Derek Greene

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 103

Top Venues

Publications

Shuhao Guan, Derek Greene
Advancing Post-OCR Correction: A Comparative Study of Synthetic Data. ACL (Findings) (2024)
Eoghan Cunningham, Derek Greene
Knowledge Transfer, Knowledge Gaps, and Knowledge Silos in Citation Networks. CoRR (2024)
Suchana Datta, Debasis Ganguly, Sean MacAvaney, Derek Greene
A Deep Learning Approach for Selective Relevance Feedback. ECIR (2) (2024)
Derek Greene, James O'Sullivan, Daragh O'Reilly
. Digit. Scholarsh. Humanit. 39 (1) (2024)
Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint). AAAI (2024)
Suchana Datta, Debasis Ganguly, Sean MacAvaney, Derek Greene
A Deep Learning Approach for Selective Relevance Feedback. CoRR (2024)
Cheng Xu, Shuhao Guan, Derek Greene, M. Tahar Kechadi
Benchmark Data Contamination of Large Language Models: A Survey. CoRR (2024)
Eoghan Cunningham, Derek Greene, Barry Smyth
The Role of Document Embedding in Research Paper Recommender Systems: To Breakdown or to Bolster Disciplinary Borders? CoRR (2023)
Eoghan Cunningham, Derek Greene
Surrogate explanations for role discovery on graphs. Appl. Netw. Sci. 8 (1) (2023)
Dairui Liu, Derek Greene, Irene Li, Ruihai Dong
Topic-Centric Explanations for News Recommendation. CoRR (2023)
Sharmistha S. Sawant, Saloni D. Thakare, Derek Greene, Gerardine Meaney, Alan F. Smeaton
Handwriting Analysis on the Diaries of Rosamond Jacob. CoRR (2023)
Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene
Curatr: A Platform for Semantic Analysis and Curation of Historical Literary Texts. CoRR (2023)
Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra
On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. QPP++@ECIR (2023)
Eoghan Cunningham, Derek Greene
Graph Embedding for Mapping Interdisciplinary Research Networks. CoRR (2023)
Arjun Pakrashi, Duncan Wallace, Brian Mac Namee, Derek Greene, Christophe Guéret
CowMesh: a data-mesh architecture to unify dairy industry data for prediction and monitoring. Frontiers Artif. Intell. 6 (2023)
Sharmistha S. Sawant, Saloni D. Thakare, Derek Greene, Gerardine Meaney, Alan F. Smeaton
Handwriting Analysis on the Diaries of Rosamond Jacob. CBMI (2023)
Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra
On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. CoRR (2023)
Dairui Liu, Boming Yang, Honghui Du, Derek Greene, Aonghus Lawlor, Ruihai Dong, Irene Li
RecPrompt: A Prompt Tuning Framework for News Recommendation Using Large Language Models. CoRR (2023)
Eoghan Cunningham, Derek Greene
Graph Embedding for Mapping Interdisciplinary Research Networks. WWW (Companion Volume) (2023)
Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane
Counterfactual explanations for misclassified images: How human and machine explanations differ. Artif. Intell. 324 (2023)
Suchana Datta, Debasis Ganguly, Mandar Mitra, Derek Greene
A Relative Information Gain-based Query Performance Prediction Framework with Generated Query Variants. ACM Trans. Inf. Syst. 41 (2) (2023)
Eoghan Cunningham, Barry Smyth, Derek Greene
Author multidisciplinarity and disciplinary roles in field of study networks. Appl. Netw. Sci. 7 (1) (2022)
Eoghan Cunningham, Derek Greene
Assessing Network Representations for Identifying Interdisciplinarity. WWW (Companion Volume) (2022)
Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. WSDM (2022)
Suchana Datta, Debasis Ganguly, Mandar Mitra, Derek Greene
On the Reproduciblity and Robustness of Query Performance Prediction Experiments - An Extended Abstract. CIRCLE (2022)
Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane
Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI. ICCBR (2022)
Eoghan Cunningham, Barry Smyth, Derek Greene
Author Multidisciplinarity and Disciplinary Roles in Field of Study Networks. CoRR (2022)
Dairui Liu, Derek Greene, Ruihai Dong
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification. CoRR (2022)
Eoghan Cunningham, Derek Greene
The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs. CoRR (2022)
Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. CoRR (2022)
Debasis Ganguly, Suchana Datta, Mandar Mitra, Derek Greene
An Analysis of Variations in the Effectiveness of Query Performance Prediction. CoRR (2022)
Eoghan Cunningham, Derek Greene
Assessing Network Representations for Identifying Interdisciplinarity. CoRR (2022)
Suchana Datta, Sean MacAvaney, Debasis Ganguly, Derek Greene
A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. SIGIR (2022)
Debasis Ganguly, Suchana Datta, Mandar Mitra, Derek Greene
An Analysis of Variations in the Effectiveness of Query Performance Prediction. ECIR (1) (2022)
Eoghan Cunningham, Derek Greene
The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs. COMPLEX NETWORKS (1) (2022)
Sophie Sadler, Derek Greene, Daniel Archambault
Towards explainable community finding. Appl. Netw. Sci. 7 (1) (2022)
Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ. CoRR (2022)
Dairui Liu, Derek Greene, Ruihai Dong
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification. ACL (Findings) (2022)
Eoin Delaney, Derek Greene, Mark T. Keane
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions. CoRR (2021)
Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Derek Greene
Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2021. FIRE (Working Notes) (2021)
Duncan Wallace, Eoin Delaney, Mark T. Keane, Derek Greene
Nearest Neighbour-Based Data Augmentation for Time Series Forecasting. AICS (2021)
Mark T. Keane, Eoin M. Kenny, Mohammed Temraz, Derek Greene, Barry Smyth
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation. CoRR (2021)
Eoghan Cunningham, Barry Smyth, Derek Greene
Collaboration in the Time of COVID: A Scientometric Analysis of Multidisciplinary SARS-CoV-2 Research. CoRR (2021)
Eoin Delaney, Derek Greene, Mark T. Keane
Instance-Based Counterfactual Explanations for Time Series Classification. ICCBR (2021)
Eoghan Cunningham, Barry Smyth, Derek Greene
Navigating Multidisciplinary Research Using Field of Study Networks. COMPLEX NETWORKS (2021)
Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Derek Greene
Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2021. FIRE (2021)
Sophie Sadler, Derek Greene, Daniel Archambault
Selecting Informative Features for Post-hoc Community Explanation. COMPLEX NETWORKS (2021)
Eoghan Cunningham, Derek Greene
Active Learning for the Text Classification of Rock Climbing Logbook Data. AICS (2020)
Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen M. Curran
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography. CoRR (2020)
Mark Belford, Derek Greene
Ensemble topic modeling using weighted term co-associations. Expert Syst. Appl. 161 (2020)
Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene
Mitigating Gender Bias in Machine Learning Data Sets. BIAS (2020)
Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Derek Greene, Charles Jochim, Francesca Bonin
Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2020. FIRE (2020)
Suchana Datta, Derek Greene, Debasis Ganguly, Dwaipayan Roy, Mandar Mitra
Where's the Why? In Search of Chains of Causes for Query Events. AICS (2020)
Derek Greene, Karen Wade, Susan Leavy, Gerardine Meaney
Curatr: A Platform for Exploring and Curating Historical Text Corpora. DHN (2020)
Elham Alghamdi, Ellen Rushe, Brian Mac Namee, Derek Greene
Overlapping community finding with noisy pairwise constraints. Appl. Netw. Sci. 5 (1) (2020)
Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene
Mitigating Gender Bias in Machine Learning Data Sets. CoRR (2020)
Eoin Delaney, Derek Greene, Mark T. Keane
Instance-Based Counterfactual Explanations for Time Series Classification. CoRR (2020)
Eoin M. Kenny, Eoin D. Delaney, Derek Greene, Mark T. Keane
Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective. ICPR Workshops (3) (2020)
Mark Belford, Derek Greene
Comparison of Embedding Techniques for Topic Modeling Coherence Measures. LDK (Posters) (2019)
Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene
Curatr: A Platform for Semantic Analysis and Curation of Historical Literary Texts. MTSR (2019)
Siobhán Grayson, Derek Greene
Temporal Analysis of Reddit Networks via Role Embeddings. CoRR (2019)
Muhammad Atif Qureshi, Derek Greene
EVE: explainable vector based embedding technique using Wikipedia. J. Intell. Inf. Syst. 53 (1) (2019)
Elham Alghamdi, Derek Greene
Active semi-supervised overlapping community finding with pairwise constraints. Appl. Netw. Sci. 4 (1) (2019)
Elham Alghamdi, Derek Greene
Semi-Supervised Overlapping Community Finding based on Label Propagation with Pairwise Constraints. CoRR (2018)
Arjun Pakrashi, Elham Alghamdi, Brian Mac Namee, Derek Greene
MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network. AICS (2018)
Derek Greene, Björn Bringmann, Élisa Fromont, Jesse Davis
Introduction to the special issue for the ECML PKDD 2018 journal track. Data Min. Knowl. Discov. 32 (5) (2018)
Elham Alghamdi, Derek Greene
Semi-supervised Overlapping Community Finding Based on Label Propagation with Pairwise Constraints. COMPLEX NETWORKS (1) (2018)
Arjun Pakrashi, Elham Alghamdi, Brian Mac Namee, Derek Greene
MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network. CoRR (2018)
Mark Belford, Brian Mac Namee, Derek Greene
Stability of topic modeling via matrix factorization. Expert Syst. Appl. 91 (2018)
Jesse Davis, Björn Bringmann, Élisa Fromont, Derek Greene
Guest editors introduction to the special issue for the ECML PKDD 2018 journal track. Mach. Learn. 107 (8-10) (2018)
Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen M. Curran
Semi-automatic Bone Marrow Evaluation in PETCT for Multiple Myeloma. MIUA (2017)
Siobhán Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene
Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings. LDK (2017)
Elham Alghamdi, Derek Greene
Semi-Supervised Overlapping Community Finding with Pairwise Constraints. AICS (2017)
Muhammad Atif Qureshi, Derek Greene
Lit@EVE: Explainable Recommendation Based on Wikipedia Concept Vectors. ECML/PKDD (3) (2017)
Mark Belford, Brian Mac Namee, Derek Greene
Stability of Topic Modeling via Matrix Factorization. CoRR (2017)
Arjumand Younus, Muhammad Atif Qureshi, Naif R. Aljohani, Derek Greene, Michael P. O'Mahony
TweetCric: A Twitter-Based Accountability Mechanism for Cricket. ICWE (2017)
Gerald Conheady, Derek Greene
Weak Supervision for Semi-supervised Topic Modeling via Word Embeddings. LDK (2017)
Muhammad Atif Qureshi, Derek Greene
EVE: Explainable Vector Based Embedding Technique Using Wikipedia. CoRR (2017)
Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane
Spreading One's Tweets: How Can Journalists Gain Attention for their Tweeted News? J. Web Sci. 3 (2) (2017)
Gerald Conheady, Derek Greene
Finding Niche Topics using Semi-Supervised Topic Modeling via Word Embeddings. AICS (2017)
Georgiana Ifrim, Derek Greene, Mark T. Keane, Claudia Orellana-Rodriguez, Bichen Shi, Gevorg Poghosyan
On Supporting Digital Journalism: Case Studies in Co-Designing Journalistic Tools. CoRR (2017)
Mark Belford, Brian Mac Namee, Derek Greene
Synthetic Dataset Generation for Online Topic Modeling. AICS (2017)
Ewa Mlynarska, Derek Greene, Pádraig Cunningham
Indicators of Good Student Performance in Moodle Activity Data. CoRR (2016)
Derek Greene, James P. Cross
Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach. CoRR (2016)
Siobhán Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene
Novel2Vec: Characterising 19th Century Fiction via Word Embeddings. AICS (2016)
Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane
Spreading the news: how can journalists gain more engagement for their tweets? WebSci (2016)
Muhammad Atif Qureshi, Arjumand Younus, Derek Greene
TwitterCracy: Exploratory Monitoring of Twitter Streams for the 2016 U.S. Presidential Election Cycle. ECML/PKDD (3) (2016)
Siobhán Grayson, Karen Wade, Gerardine Meaney, Jennie Rothwell, Maria Mulvany, Derek Greene
Discovering structure in social networks of 19th century fiction. WebSci (2016)
Igor Brigadir, Derek Greene, Pádraig Cunningham
Detecting Attention Dominating Moments Across Media Types. NewsIR@ECIR (2016)
Siobhán Grayson, Karen Wade, Gerardine Meaney, Derek Greene
The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature. CHDDH (2016)
Arjun Pakrashi, Derek Greene, Brian Mac Namee
Benchmarking Multi-label Classification Algorithms. AICS (2016)
Ewa Mlynarska, Derek Greene, Padraig Cunningham
Time Series Clustering of Moodle Activity Data. AICS (2016)
Muhammad Atif Qureshi, Derek Greene
An Investigation into Information Navigation via Diverse Keyword-based Facets. AICS (2016)
Mark Belford, Brian Mac Namee, Derek Greene
Ensemble Topic Modeling via Matrix Factorization. AICS (2016)
Ewa Mlynarska, Pádraig Cunningham, Derek Greene
Time Series Analysis of VLE Activity Data. EDM (2016)
Igor Brigadir, Derek Greene, James P. Cross, Padraig Cunningham
Dimensionality Reduction and Visualisation Tools for Voting Records. AICS (2016)
Jing Su, Derek Greene, Oisín Boydell
Topic Stability over Noisy Sources. NUT@COLING (2016)
Jing Su, Oisín Boydell, Derek Greene, Gerard Lynch
Topic Stability over Noisy Sources. CoRR (2015)
Derek O'Callaghan, Derek Greene, Joe Carthy, Pádraig Cunningham
An analysis of the coherence of descriptors in topic modeling. Expert Syst. Appl. 42 (13) (2015)
Derek Greene, James P. Cross
Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis. CoRR (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Derek Greene