Dr. Derek Greene is an assistant professor at the School of Computer Science, UCD. He is also a funded investigator at the SFI Insight Centre for Data Analytics and the SFI VistaMilk Research Centre. He has over 15 years of experience in the fields of artificial intelligence and machine learning, with a PhD in Computer Science from Trinity College Dublin.

He has over 50 research papers presented at international conferences and published in journals. He currently leads a research group, which focuses on developing algorithms for social network analysis and text mining. He is also involved in a range of interdisciplinary projects, which involve applying machine learning methods in areas such as digital humanities, smart agriculture, and political science.

 

Recent publications:

Cunningham, E., & Greene, D. (2022). Assessing Network Representations for Identifying Interdisciplinarity. 2nd International Workshop on Scientific Knowledge, Companion Proc. the Web Conference (TheWebConf 2022).

Datta, S., Ganguly, D., Mitra, M., Greene, D. (2022). A Relative Information Gain-Based Query Performance Prediction Framework with Generated Query Variants. ACM Trans. Inf. Syst. pp. 1–31

Datta, S., Ganguly, D., Greene, D., Mitra, M., Deep-qpp. (2022). A pairwise interaction-based deep learning model for supervised query performance prediction. In Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining, Virtual, 21–25 February 2022; pp. 201–209