Derek Greene

6.6k citations
137 papers · 4.2k · 1 hit paper · h-index 30

Impact in

    • Complex Network Analysis Techniques
    • Opinion Dynamics and Social Influence
    • Topic Modeling
    • Advanced Text Analysis Techniques
    • Text and Document Classification Technologies
    • Advanced Clustering Algorithms Research

Papers in

    • Topic Modeling 27
    • Advanced Text Analysis Techniques 17
    • Text and Document Classification Technologies 9
    • Natural Language Processing Techniques 9
    • Complex Network Analysis Techniques 25
    • Opinion Dynamics and Social Influence 9

Derek Greene

123 papers receiving 4.0k citations

Derek Greene's Hit Papers

Practical solutions to the problem of diagonal dominance in kernel document clustering 2006 · 450 citations
4500+6+13Years since publication100200300400

Peers

Derek Greene
Comparison fields: 5 of 185
  • Statistical and Nonlinear Physics 685
  • Artificial Intelligence 1.8k
  • General Social Sciences 149
  • Computational Mathematics 28
  • Communication 233
Replace Xiaoming Li with:
Xiaoming Li China
Amr Ahmed United States
Tony Jebara United States
Wray Buntine Australia
Brian D. Davison United States
Yulan He United Kingdom
Yu‐Ru Lin United States
Yangqiu Song Hong Kong
Lexing Xie Australia
Qiaozhu Mei United States
Derek Greene relative to Xiaoming Li China Xiaoming Li's profile →
Citations per field
00.5×1.5×2×2.3×
Xiaoming Li · 1×
Citations per year

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-authors

The 25 scholars most cited alongside Derek Greene, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Derek Greene Line = papers co-authored together Derek Greene links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 137 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Practical solutions to the problem of diagonal dominance in kernel document clustering
Hit paper breakdown →
2006450
2 2010385
3 2015268
4 1984216
5 2009182
6 2012164
7 2012157
8 2014144
9 2010135
10 2014125
11 2010121
12 2008113
13 2013108
14 201380
15 201077
16 201772
17 200871
18 200363
19 200461
20 200258

About Derek Greene

Derek Greene is a scholar working on Artificial Intelligence, Statistical and Nonlinear Physics, Information Systems, Communication and General Social Sciences, having authored 137 papers that have together received 4.2k indexed citations. Recurring topics across this work include Topic Modeling (27 papers), Complex Network Analysis Techniques (25 papers), Advanced Text Analysis Techniques (17 papers), Social Media and Politics (11 papers), Bioinformatics and Genomic Networks (10 papers), Text and Document Classification Technologies (9 papers), Opinion Dynamics and Social Influence (9 papers) and Natural Language Processing Techniques (9 papers). The work is most often cited by research in Statistical and Nonlinear Physics (685 citations), Artificial Intelligence (1.8k citations), General Social Sciences (149 citations), Computational Mathematics (28 citations) and Communication (233 citations). Derek Greene has collaborated with scholars based in Ireland, United Kingdom and United States. Frequent co-authors include Pádraig Cunningham, Derek O’Callaghan, Dónal Doyle, Joe Carthy, Sarah Jane Delany, Mark R. Buckley, Guangyu Wu, Maura Conway, Barry Smyth and Rudolf L. Mayer. Their work appears in journals such as Expert Systems with Applications, Applied Network Science, Lecture notes in computer science, British Journal of Urology and British Journal of Cancer.

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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