Scholar
Georgiana Ifrim
Google Scholar ID: MHs3X9YAAAAJ
Associate Professor, University College Dublin, Insight Centre for Data Analytics & ML-Labs
Citations & Impact
Citations
1,328
H-index
21
i10-index
35
Publications
20
Co-authors
66
list available
Publications
Resume (English only)
Academic Achievements
- Published over 50 peer-reviewed articles in top-ranked international conferences and journals such as KDD, ACL, WWW, ICDE, ECML, COLING, TKDE, DMKD.
- Senior member of the Editorial Board for the Machine Learning Journal, Springer, and regularly serves as guest editor and senior program committee member for AAAI, IJCAI, and ECML-PKDD.
- Her research team has released many open-source software tools on GitHub and developed several research prototypes for industry partners.
- Won three international competitions: SNOW 2014 (1st prize, hosted by WWW), Spectroscopy 2022 (1st prize, hosted by VistaMilk SFI Centre), and Spectroscopy 2024 (1st prize).
Research Experience
- Director of Graduate Research, School of Computer Science, University College Dublin (2017)
- Postdoc, Aarhus University (2009-2010)
- Postdoc, University College Cork (2010-2013)
- Senior Research Fellow, University College Dublin (2013-2014)
Education
- PhD (2009) - Saarland University, Germany
- MSc (2005) - University of Saarbrücken, Germany
- BSc (2003) - University of Bucharest, Romania
Background
- Research Interests: Scalable machine learning and data mining methods, particularly for sequential data (e.g., time series) and text mining. Professional Field: Computer Science. Bio: Associate Professor at the School of Computer Science, University College Dublin, Director of ML-Labs Centre for Research Training in Machine Learning, and Funded Investigator with the Insight Centre for Data Analytics.
Miscellany
- Personal interests and hobbies are not provided.
