Aleksandar Anžel

Network-based characterization of latent co-testing patterns in antimicrobial susceptibility testing

Antimicrobial resistance (AMR) surveillance depends on antimicrobial susceptibility testing, yet antibiotic panels vary by pathogen cohort, specimen, year, ward, and care setting. We term these empirically reconstructed testing architectures shadow antibiograms: structures that s...

A multi-technique approach for improving summary polar diagrams

While the polar system may lack the universal familiarity of its Cartesian counterpart, it remains indispensable for certain tasks. Summary polar diagrams, such as Taylor and mutual information diagrams, address tasks like discovering relationships, visualizing data similarity, a...

Limitations of interaction techniques in modern radial chart implementations

Abstract Radial visualization has gained prominence as a versatile approach to exploring complex, multivariate data in information visualization research and practice. However, the interactive potential of radial visualizations remains under-synthesized across existing high-level...