Georgiana Ifrim
Scholar

Georgiana Ifrim

Google Scholar ID: MHs3X9YAAAAJ
Associate Professor, University College Dublin, Insight Centre for Data Analytics & ML-Labs
Machine LearningSequence LearningTime SeriesExplainable AI
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,634
 
H-index
24
 
i10-index
42
 
Publications
20
 
Co-authors
66
list available
Contact
No contact links provided.
Publications
3 items
Scaling Time Series Classification via XAI-Driven Data Reduction
2026
Cited
0
Watch Your Step: A Cost-Sensitive Framework for Accelerometer-Based Fall Detection in Real-World Streaming Scenarios
2025
Cited
0
An Empirical Evaluation of Factors Affecting SHAP Explanation of Time Series Classification
2025
Cited
0
Resume (English only)
Co-authors
66 total
Co-author 1
Co-author 1
Gerhard Weikum
Gerhard Weikum
Professor of Computer Science, Max Planck Institute for Informatics, Saarland Informatics Campus
Bichen Shi
Bichen Shi
Unknown affiliation
Fabian Suchanek
Fabian Suchanek
Professor at Télécom ParisTech & Institut Polytechnique de Paris, Paris, France
Co-author 5
Co-author 5
Brian Caulfield
Brian Caulfield
University College Dublin
Co-author 7
Co-author 7
Neil Hurley
Neil Hurley
Senior Lecturer, University College Dublin