|
I am a Ph.D. graduate from NAS in the NExTWORKx program of TU Delft and KPN. My research is on complementarity and similarity in complex networks and their application to semantic networks. I am very interested in research related to Data Science, Network Science, and Machine Learning.
Find me on:
 Google Scholar
 ORCID iD
|
 |
Publications
- Budel, G., M. Kitsak, R. Aldecoa, K. Zuev and D. Krioukov (2024). Random hyperbolic graphs in d+1 dimensions. Physical Review E (in press).
- Budel, G., F. Frasincar, and D. Boekestijn (2024). DBHC: Discrete Bayesian HMM Clustering. International Journal of Machine Learning and Cybernetics.
- Budel, G., Y. Jin, P. Van Mieghem and M. Kitsak (2023). Topological properties and organizing principles of semantic networks. Scientific Reports 13, 11728.
- Budel, G. and P. Van Mieghem (2020). Detecting the number of clusters in a network. Journal of Complex Networks, 8(6), cnaa047.
- Budel, G., L. Hoogenboom, W. Kastrop, N. Reniers, and F. Frasincar (2018). Predicting User Flight Preferences in an Airline E-Shop. In: Mikkonen T., Klamma R., Hernández J. (eds) Web Engineering. ICWE 2018. Lecture Notes in Computer Science, vol 10845. Springer, Cham.
|
Working Papers
- Budel, G. and M. Kitsak (2023). Complementarity in Complex Networks. arXiv preprint arXiv:2003.06665.
- Budel, G., P. Van Mieghem and M. Kitsak (2023). Complementarity Random Graph Model.
|
Presentations
- Complementarity vs. Similarity in Semantic Networks, regular talk at NetSci 2023, Vienna, Austria, July 2023.
- Random Hyperbolic Graphs in d+1 Dimensions, regular talk at the 10th International Conference on Complex Networks and their Applications, Madrid, Spain, December 2021.
- Predicting User Flight Preferences in an Airline E-Shop, full paper at the 18th International Conference on Web Engineering 2018, Cáceres, Spain, June 2018.
|
Software
|
