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
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Citations & Impact
All-time
Citations
2,634
 
H-index
24
 
i10-index
42
 
Publications
20
 
Co-authors
66
list available
Publications
5 items
Revisiting WEASEL 2.0: Reproduction, Sensitivity, and an Adaptive Ensemble-Size Rule
2026
Cited
0
Beyond Simulated Benchmarks: Evaluating Motion Representations for Fall Detection Under Real-World Data Scarcity
2026
Cited
0
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
Co-authors
7 total
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
Brian Caulfield
Brian Caulfield
University College Dublin
Neil Hurley
Neil Hurley
Senior Lecturer, University College Dublin
Gjergji Kasneci
Gjergji Kasneci
Professor at the Technical University of Munich
Chris Hokamp
Chris Hokamp
Principal Scientist at Quantexa