Favoritenstraße 9-11, A-1040 Vienna, Austria
Website: https://velitchko.github.io
If you are interested in the topics shortly outlined above, please contact me and we will arrange a personal meeting to talk about how you can contribute and complete your seminar work or thesis.
My research centers on advancing the field ofInformation Visualization and Visual Analytics, with a strong focus onDynamic Network Analysis. I specialize in creating innovative visual representations and interactive techniques that enable researchers to explore complex, time-varying networks intuitively. My work has significant applications in fields such asArt History, where understanding the evolution of artistic movements and influence is crucial, andInformation Diffusion, where it aids in visualizing the spread of ideas and knowledge. These approaches can also benefit other disciplines, such as computational social sciences, digital humanities, and communication studies, by providing tools to uncover patterns and insights within evolving relational data.
| Title | Scope | Area |
|---|---|---|
| Exploration of Temporal Hierarchical Layouts for Large Datasets | PR, MA | Information Visualization (IV), Visual Analytics (VA) |
| Visual Analytics for Graph Representation Learning | SE, BA, PR, MA | Information Extraction (IE) and Transformation, Information Visualization (IV), Medical Informatics, Visual Analytics (VA) |
| Dynamic Network Visualization | PR, MA | Information Visualization (IV), Visual Analytics (VA) |
| Velitchko Filipov, "Visual exploration and comparison of multiple resume : focus on time and space", Institute of Visual Computing and Human-Centered Technology, pp. 75, 2017. |
