About
Dr. Derek Greene is an Assistant Professor at the School of Computer Science, University College Dublin, and a Funded Investigator at the Insight Centre for Data Analytics and the VistaMilk Research Centre. His research spans machine learning, natural language processing, and network analysis, with a focus on interdisciplinary applications in cultural analytics, smart agriculture, and political science.
Dr. Greene has published over 60 research papers at international conferences and journals. His work includes developing methods for natural language processing, network analysis, and deep learning applied to diverse domains such as literary text mining, dairy industry monitoring, and political communication analysis. He leads projects integrating machine learning into cultural analytics, enhancing agricultural practices, and modeling policy agendas.
The articles in his Google Scholar profile highlight a trend toward explainable AI, synthetic data generation, and network-based modeling. Key sub-fields include counterfactual explanations, transformer-based frameworks, temporal analysis of historical texts, and interdisciplinary knowledge transfer. His work bridges machine learning with applications in cultural studies, agriculture, and political science.
Dr. Greene collaborates with institutions like the Insight Centre for Data Analytics and the VistaMilk Research Centre, integrating academic research with industry and policy needs. His funded investigator roles reflect ongoing support for applied research in data analytics and agricultural technology.
