Gabriel Budel

I am a PhD student at NAS in the NExTWORKx program of TU Delft and KPN. My research is on non-Euclidean geometric representations of 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., 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., M. Kitsak, R. Aldecoa, K. Zuev and D. Krioukov (2023). Random Hyperbolic Graphs in d+1 Dimensions. arXiv preprint arXiv:2010.12303.
• 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

• Budel, G. and M. Kitsak (2022), RHG Generator, Bitbucket: https://bitbucket.org/gbudel/rhg-generator/. 
• Budel, G. and F. Frasincar (2018), DBHC package, CRAN: https://cran.r-project.org/web/packages/DBHC/.
• Budel, G. (2018), FX Trading NEAT, GitHub: https://github.com/gabybudel/FXTradingNEAT.

2019 - Present

Delft University of Technology, Network Architecture and Services, Delft, The Netherlands
PhD in Artificial Intelligence Networking
In collaboration with KPN in the NExTWORKx program

2018 - 2019

Fudan University, Shanghai, China
Advanced Language Program Mandarin Chinese (non-degree)

2017 - 2018

Rotterdam School of Management, Rotterdam, The Netherlands
MSc in Finance & Investments

2016 - 2018

Erasmus University Rotterdam, Rotterdam, The Netherlands
MSc in Econometrics & Management Science
Specialization in Business Analytics & Quantitative Marketing

2013 - 2016

Erasmus University Rotterdam, Rotterdam, The Netherlands
BSc in Econometrics & Operations Research
Major in Business Analytics & Quantitative Marketing