Derek Greene

5.5k total citations · 1 hit paper
94 papers, 2.3k citations indexed

About

Derek Greene is a scholar working on Artificial Intelligence, Statistical and Nonlinear Physics and Information Systems. According to data from OpenAlex, Derek Greene has authored 94 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Artificial Intelligence, 27 papers in Statistical and Nonlinear Physics and 18 papers in Information Systems. Recurrent topics in Derek Greene's work include Complex Network Analysis Techniques (24 papers), Topic Modeling (23 papers) and Advanced Text Analysis Techniques (12 papers). Derek Greene is often cited by papers focused on Complex Network Analysis Techniques (24 papers), Topic Modeling (23 papers) and Advanced Text Analysis Techniques (12 papers). Derek Greene collaborates with scholars based in Ireland, United Kingdom and United States. Derek Greene's co-authors include Pádraig Cunningham, Dónal Doyle, Derek O’Callaghan, Joe Carthy, Mark R. Buckley, Sarah Jane Delany, Guangyu Wu, Barry Smyth, Brian Mac Namee and Maura Conway and has published in prestigious journals such as Bioinformatics, PLoS ONE and British Journal of Cancer.

In The Last Decade

Derek Greene

81 papers receiving 2.2k citations

Hit Papers

Practical solutions to the problem of diagonal dominance ... 2006 2026 2012 2019 2006 100 200 300

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Derek Greene Ireland 20 1.1k 531 515 382 364 94 2.3k
Ali Daud Pakistan 29 1.1k 1.0× 392 0.7× 763 1.5× 307 0.8× 166 0.5× 149 3.2k
Fred Morstatter United States 24 1.5k 1.3× 420 0.8× 703 1.4× 894 2.3× 483 1.3× 80 3.3k
Aron Culotta United States 30 2.0k 1.7× 351 0.7× 578 1.1× 696 1.8× 206 0.6× 72 3.3k
Yu‐Ru Lin United States 27 1.0k 0.9× 1.2k 2.2× 516 1.0× 532 1.4× 744 2.0× 177 3.2k
Liangjie Hong United States 22 1.7k 1.5× 833 1.6× 1.4k 2.7× 405 1.1× 304 0.8× 43 2.9k
Yanyan Lan China 25 2.2k 1.9× 288 0.5× 1.2k 2.4× 243 0.6× 545 1.5× 107 3.3k
Przemysław Kazienko Poland 23 791 0.7× 454 0.9× 439 0.9× 318 0.8× 196 0.5× 117 2.1k
Michelle X. Zhou United States 28 1.2k 1.0× 331 0.6× 455 0.9× 510 1.3× 1.2k 3.2× 119 2.7k
Aram Galstyan United States 29 1.1k 1.0× 713 1.3× 431 0.8× 485 1.3× 289 0.8× 135 3.0k
Petr Sojka Czechia 11 1.7k 1.5× 128 0.2× 494 1.0× 298 0.8× 218 0.6× 81 2.7k

Countries citing papers authored by Derek Greene

Since Specialization
Citations

This map shows the geographic impact of Derek Greene's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Derek Greene with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Derek Greene more than expected).

Fields of papers citing papers by Derek Greene

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Derek Greene. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Derek Greene. The network helps show where Derek Greene may publish in the future.

Co-authorship network of co-authors of Derek Greene

This figure shows the co-authorship network connecting the top 25 collaborators of Derek Greene. A scholar is included among the top collaborators of Derek Greene based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Derek Greene. Derek Greene is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Greene, Derek, et al.. (2025). Knowledge transfer, knowledge gaps, and knowledge silos in citation networks. PLoS ONE. 20(8). e0329302–e0329302.
2.
Greene, Derek, et al.. (2024). Topic-Centric Explanations for News Recommendation. 3(2). 1–25. 3 indexed citations
3.
O’Donnell, Colm P., Derek Greene, D. Hennessy, et al.. (2023). Trend analysis and prediction of seasonal changes in milk composition from a pasture-based dairy research herd. Journal of Dairy Science. 106(4). 2326–2337. 23 indexed citations
4.
Greene, Derek, et al.. (2023). Spectroscopic technologies and data fusion: Applications for the dairy industry. Frontiers in Nutrition. 9. 1074688–1074688. 30 indexed citations
5.
Cross, James, et al.. (2023). Speaking in unison? Explaining the role of agenda-setter constellations in the ECB policy agenda using a network-based approach. Journal of European Public Policy. 31(11). 3676–3702. 3 indexed citations
6.
Smyth, Barry, et al.. (2021). Correction: Collaboration in the time of COVID: a scientometric analysis of multidisciplinary SARS-CoV-2 research.. PubMed. 8(1). 264–264. 23 indexed citations
7.
Leavy, Susan, et al.. (2018). Navigating Literary Text with Word Embeddings and Semantic Lexicons. Research Repository UCD (University College Dublin). 3 indexed citations
8.
Greene, Derek, et al.. (2017). Semi-Supervised Overlapping Community Finding with Pairwise Constraints.. 115–127. 1 indexed citations
9.
Greene, Derek, et al.. (2014). Adaptive Representations for Tracking Breaking News on Twitter. Research Repository UCD (University College Dublin). 1 indexed citations
10.
Greene, Derek, et al.. (2013). Real Time Event Monitoring with Trident. Research Repository UCD (University College Dublin). 3 indexed citations
11.
Greene, Derek, et al.. (2011). Deriving Insights from National Happiness Indices. Research Repository UCD (University College Dublin). 16. 53–60. 10 indexed citations
12.
Ryan, Colm J., Derek Greene, Aude Guénolé, et al.. (2011). Improved functional overview of protein complexes using inferred epistatic relationships. BMC Systems Biology. 5(1). 80–80.
13.
Greene, Derek, et al.. (2010). Taking the pulse of the web : assessing sentiment on topics in online media. Arrow@dit (Dublin Institute of Technology). 1 indexed citations
14.
Foley, Kevin T., Derek Greene, & Pádraig Cunningham. (2010). Optimizing conflicting objectives in NMF using Pareto simulated annealing. Arrow@dit (Dublin Institute of Technology). 3 indexed citations
15.
Cunningham, Pádraig, Barry Smyth, Guangyu Wu, & Derek Greene. (2010). Does TripAdvisor Makes Hotels Better. Research Repository UCD (University College Dublin). 24 indexed citations
16.
Wu, Guangyu, Derek Greene, & Pádraig Cunningham. (2010). Merging multiple criteria to identify suspicious reviews. 241–244. 44 indexed citations
17.
Greene, Derek, Jill Freyne, Barry Smyth, & Pádraig Cunningham. (2010). An Analysis of Current Trends in CBR Research Using Multiview Clustering. AI Magazine. 31(2). 45–61. 5 indexed citations
18.
Greene, Derek & Pádraig Cunningham. (2009). Multi-view clustering for mining heterogeneous social network data. Arrow@dit (Dublin Institute of Technology). 8 indexed citations
19.
Greene, Derek & Pádraig Cunningham. (2006). Efficient Prediction-Based Validation for Document Clustering. Arrow@dit (Dublin Institute of Technology). 2 indexed citations
20.
Greene, Derek, Alexey Tsymbal, Nadia Bolshakova, & Pádraig Cunningham. (2004). Ensemble clustering in medical diagnostics. 576–581. 51 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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