Ewa Skubalska-Rafajłowicz

Prof. Ewa Skubalska-Rafajłowicz is a faculty member at Wrocław University of Science and Technology, where she holds the position of Professor in the Department of Computer Engineering within the Faculty of Information and Communication Technology. Her office is located at building C-3, room 212, ul. Janiszewskiego 11/17, 50-372 Wrocław, and she can be contacted via email at ewa.skubalska-rafajlowicz@pwr.edu.pl.

Research Focus: Her core expertise spans dimensionality reduction, random projection methodologies, and neural network optimization, with applications in computer vision and statistical learning. Key domains include:

• High-dimensional data analysis using random projections
• Image processing for classification and feature extraction
• Change-point detection in multivariate data streams
• Neural network training strategies and optimization
• Privacy-preserving machine learning techniques

Publication Trends (2013-2025): Recent works demonstrate strong emphasis on scalable algorithms for image/data processing, with evolving applications in biomedical imaging (tissue classification), security (face recognition), and geospatial analysis. Theoretical contributions in classifier stability and dimensionality reduction foundations remain consistent themes.