Derek Greene

ScholarGPS® ID: 89795247842557

Affiliation

University College Dublin, Dublin, Ireland

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

Predicted Citations

3,972

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Topic modelling literary interviews from The Paris Review (journal article) Greene, Derek \| O'Sullivan, James \| O'Reilly, Daragh Digital Scholarship in the Humanities, volume 39, issue 1, pages 142-153 (2024). 10.1093/llc/fqad098 Cite \| Source
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) (journal article) Delaney, Eoin \| Pakrashi, Arjun \| Greene, Derek \| Keane, Mark T. Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 20, pages 22696-22696 (2024). 10.1609/aaai.v38i20.30596 Cite \| Source
A Deep Learning Approach for Selective Relevance Feedback (book chapter) In Advances in Information Retrieval Datta, Suchana \| Ganguly, Debasis \| MacAvaney, Sean \| Greene, Derek Springer Nature Switzerland (2024) 10.1007/978-3-031-56060-6_13 Cite \| Source
Artificial Intelligence in Food Safety (book chapter) In Encyclopedia of Food Safety O’Shea, Norah \| Greene, Derek \| Fenelon, Mark A. Elsevier (2024) 10.1016/B978-0-12-822521-9.00258-6 Cite \| Source
Counterfactual explanations for misclassified images: How human and machine explanations differ (journal article) Delaney, Eoin \| Pakrashi, Arjun \| Greene, Derek \| Keane, Mark T. Artificial Intelligence, volume 324 (2023). 10.1016/j.artint.2023.103995 Cited by (4) \| Cite \| Source
CowMesh: a data-mesh architecture to unify dairy industry data for prediction and monitoring (journal article) Pakrashi, Arjun \| Wallace, Duncan \| Mac Namee, Brian \| Greene, Derek \| Guéret, Christophe Frontiers in Artificial Intelligence, volume 6 (2023). 10.3389/frai.2023.1209507 Cited by (1) \| Cite \| Source
Handwriting Analysis on the Diaries of Rosamond Jacob (conference) Sawant, Sharmistha \| Thakare, Saloni \| Greene, Derek \| Meaney, Gerardine \| Smeaton, Alan F. CBMI 2023: 20th International Conference on Content-based Multimedia Indexing (2023) Orleans France 10.1145/3617233.3617255 Cite \| Source
Speaking in unison? Explaining the role of agenda-setter constellations in the ECB policy agenda using a network-based approach (journal article) Cross, James P. \| Greene, Derek \| Umansky, Natalia \| Calò, Silvia Journal of European Public Policy (2023). 10.1080/13501763.2023.2242891 Cited by (1) \| Cite \| Source
Surrogate explanations for role discovery on graphs (journal article) Cunningham, Eoghan \| Greene, Derek Applied Network Science, volume 8, issue 1 (2023). 10.1007/s41109-023-00551-w Cite \| Source
Graph Embedding for Mapping Interdisciplinary Research Networks (conference) Cunningham, Eoghan \| Greene, Derek WWW '23: The ACM Web Conference 2023 (2023) Austin TX USA 10.1145/3543873.3587570 Cite \| Source
A Relative Information Gain-based Query Performance Prediction Framework with Generated Query Variants (journal article) Datta, Suchana \| Ganguly, Debasis \| Mitra, Mandar \| Greene, Derek ACM Transactions on Information Systems, volume 41, issue 2, pages 1-31 (2023). 10.1145/3545112 Cited by (7) \| Cite \| Source
Spectroscopic technologies and data fusion: Applications for the dairy industry (journal article) Hayes, Elena \| Greene, Derek \| O’Donnell, Colm \| O’Shea, Norah \| Fenelon, Mark A. Frontiers in Nutrition, volume 9 (2023). 10.3389/fnut.2022.1074688 Cited by (11) \| Cite \| Source
User tests & techniques for the post-hoc explanation of deep learning (book chapter) In Explainable Deep Learning AI Delaney, Eoin \| Kenny, Eoin M. \| Greene, Derek \| Keane, Mark T. Elsevier (2023) 10.1016/B978-0-32-396098-4.00019-3 Cite \| Source
The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs (book chapter) In Complex Networks and Their Applications XI Cunningham, Eoghan \| Greene, Derek Springer International Publishing (2023) 10.1007/978-3-031-21127-0_30 Cited by (3) \| Cite \| Source
Towards explainable community finding (journal article) Sadler, Sophie \| Greene, Derek \| Archambault, Daniel Applied Network Science, volume 7, issue 1 (2022). 10.1007/s41109-022-00515-6 Cite \| Source
Author multidisciplinarity and disciplinary roles in field of study networks (journal article) Cunningham, Eoghan \| Smyth, Barry \| Greene, Derek Applied Network Science, volume 7, issue 1 (2022). 10.1007/s41109-022-00517-4 Cited by (1) \| Cite \| Source
A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach (conference) Datta, Suchana \| MacAvaney, Sean \| Ganguly, Debasis \| Greene, Derek SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (2022) Madrid Spain 10.1145/3477495.3531821 Cited by (11) \| Cite \| Source
Assessing Network Representations for Identifying Interdisciplinarity (conference) Cunningham, Eoghan \| Greene, Derek WWW '22: The ACM Web Conference 2022 (2022) Virtual Event, Lyon France 10.1145/3487553.3524653 Cited by (4) \| Cite \| Source
Deep-QPP (conference) Datta, Suchana \| Ganguly, Debasis \| Greene, Derek \| Mitra, Mandar WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining (2022) Virtual Event AZ USA 10.1145/3488560.3498491 Cited by (15) \| Cite \| Source
Selecting Informative Features for Post-hoc Community Explanation (book chapter) In Complex Networks & Their Applications X Sadler, Sophie \| Greene, Derek \| Archambault, Daniel Springer International Publishing (2022) 10.1007/978-3-030-93409-5_25 Cited by (2) \| Cite \| Source