Derek Greene
Associate Professor
Ireland
Summary
👤
Senior🎓
Top SchoolDerek Greene is an Associate Professor at UCD and a Funded Investigator at the Insight Centre with over 20 years’ experience in AI and a PhD from Trinity College Dublin. He leads a research group developing machine learning, network analysis, and NLP methods, and has authored 100+ papers across interdisciplinary domains including cultural analytics and political science. As Co-Investigator on large EU- and Irish-funded projects (ERC VICTEUR, IRC COALESCE SDG-EU) he blends deep research with applied collaborations spanning agrifood and industry partners. His background includes extensive work on scalable data analytics and social media/text mining, and he has translated academic methods into consultancy roles and advisory work for industry. Known for bridging theoretical ML with real-world datasets, he also teaches and has developed postgraduate Python programming courses that reflect his commitment to training the next generation of data scientists.
12 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Computer Science, Doctor of Philosophy (Ph.D.), Computer Science at Trinity College, DublinBA, Information and Communications Technology, BA, Information and Communications Technology at Trinity College DublinBelvedere College, Dublin
Stackoverflow
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Github Skills (12)
matrix-factorization10
topic-modeling10
matrix10
factorization10
modeling10
lda10
topic-models9
python8
scikit7
scikit-learn7
machine-learning7
data-science6
Programming languages (2)
Github contributions (5)
derekgreene/dynamic-nmf
Jun 2015 - Nov 2020
Dynamic Topic Modeling via Non-negative Matrix Factorization
Contributions:50 commits, 62 pushes, 1 branch in 5 years 5 months
ldafactorizationnon-negative-matrix-factorizationmatrix-factorizationmatrix
derekgreene/topic-stability
May 2014 - Oct 2016
Contributions:34 commits, 6 pushes in 2 years 5 months
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