Luka V. Petrovic

According to our database, Luka V. Petrovic authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Bayesian inference of transition matrices from incomplete graph data with a topological prior.

Vincenzo Perri, Luka V. Petrovic, Ingo Scholtes

EPJ Data Sci., December, 2023

Higher-Order Patterns Reveal Causal Timescales of Complex Systems.

Luka V. Petrovic, Anatol Wegner, Ingo Scholtes

CoRR, 2023

Bayesian Detection of Mesoscale Structures in Pathway Data on Graphs.

Luka V. Petrovic, Vincenzo Perri

CoRR, 2023

2022

Learning the Markov Order of Paths in Graphs.

Luka V. Petrovic, Ingo Scholtes

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

PaCo: Fast Counting of Causal Paths in Temporal Network Data.

Luka V. Petrovic, Ingo Scholtes

Proceedings of the Companion of The Web Conference 2021, 2021

Analysis and Visualisation of Time Series Data on Networks with Pathpy.

Jürgen Hackl, Ingo Scholtes, Luka V. Petrovic, Vincenzo Perri, Luca Verginer, Christoph Gote

Proceedings of the Companion of The Web Conference 2021, 2021

2020

Learning the Markov order of paths in a network.

Luka V. Petrovic, Ingo Scholtes

CoRR, 2020

2019

Counting Causal Paths in Big Times Series Data on Networks.

Luka V. Petrovic, Ingo Scholtes

CoRR, 2019