Luka V. Petrovic

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Transition Matrices

Complex Adaptive Systems

Bayesian Inference

Causal Relationships

Top Venues

WWW (Companion Volume)

Publications

Luka V. Petrovic, Vincenzo Perri
Bayesian Detection of Mesoscale Structures in Pathway Data on Graphs. CoRR (2023)
Vincenzo Perri, Luka V. Petrovic, Ingo Scholtes
Bayesian inference of transition matrices from incomplete graph data with a topological prior. EPJ Data Sci. 12 (1) (2023)
Luka V. Petrovic, Anatol Wegner, Ingo Scholtes
Higher-Order Patterns Reveal Causal Timescales of Complex Systems. CoRR (2023)
Luka V. Petrovic, Ingo Scholtes
Learning the Markov Order of Paths in Graphs. WWW (2022)
Jürgen Hackl, Ingo Scholtes, Luka V. Petrovic, Vincenzo Perri, Luca Verginer, Christoph Gote
Analysis and Visualisation of Time Series Data on Networks with Pathpy. WWW (Companion Volume) (2021)
Luka V. Petrovic, Ingo Scholtes
PaCo: Fast Counting of Causal Paths in Temporal Network Data. WWW (Companion Volume) (2021)
Luka V. Petrovic, Ingo Scholtes
Learning the Markov order of paths in a network. CoRR (2020)
Luka V. Petrovic, Ingo Scholtes
Counting Causal Paths in Big Times Series Data on Networks. CoRR (2019)