Sabrina Pochaba, MSc

Position:	Data Scientist
Department:	Intelligent Connectivity
Telephon:	+43/662/2288-459
E-Mail:	Send an e-mail

Publications of the person

Herlich, M., Pochaba, S., Maier, C., Dabarera, S., & Dorfinger, P. (2025): Redundant long-term performance measurements of cellular networks from a highway commute [Data set]. In: Zenodo.
S. Dabarera, S. Pochaba, C. Maier, M. Herlich and P. Dorfinger (2025): Explaining and Predicting Mobile Network Performance from Multi-Operator Data Using Machine Learning In: IEEE Access.
Sabrina Pochaba, Peter Dorfinger, Matthias Herlich, Roland Kwitt, and Simon Hirlaender (2025): Multi-agent Reinforcement Learning and Its Application to Wireless Network Communication. In: 11. International Conference on Soft Methods in Probability and Statistics (SMPS 2024).
Simon Hirlaender, Sabrina Pochaba, Lukas Lamminger, Andrea Santamaria Garcia, Chenran Xu, Jan Kaiser, Annika Eichler and Verena Kain (2025): Deep Meta Reinforcement Learning for Rapid Adaptation In Linear Markov Decision Processes: Applications to CERN’s AWAKE Project. In: 11. International Conference on Soft Methods in Probability and Statistics (SMPS 2024)
Sabrina Pochaba, Christian Maier, Matthias Herlich, Peter Dorfinger (2024): Make your dataset representative: Fill data gaps with active measurements In: 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2024).
Sabrina Pochaba, Christian Maier, Matthias Herlich, Peter Dorfinger (2024): An Open Data Set about Multi-Provider Redundancy in Cellular Networks In: IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
Haitham Afifi, Sabrina Pochaba, Andreas Boltres, Dominic Laniewski, Janek Haberer, Leonard Paeleke, Reza Poorzare, Daniel Stolpmann, Nikolas Wehner, Adrian Redder, Eric Samikwa, Michael Seufert (2024): Machine Learning with Computer Networks: Techniques, Datasets and Models In: IEEE Access, vol. 12, pp. 54673-54720, 2024.
Stefan Farthofer, Matthias Herlich, Christian Mier, Sabrian Pochaba, Julia Lackner, and Peter Dorfinger (2022): An Open Mobile Communications Drive Test Data Set and Its Use for Machine Learning. In: IEEE Open Journal of the Communications Society, vol. 3, pp. 1688-1701, 2022.

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Sabrina Pochaba, MSc

Publications of the person

Wissensbilanz 2022 | 23

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