Martin Jullum

Detecting money laundering transactions with machine learning

Martin Jullum, Anders Løland, Ragnar Bang Huseby et al. · Journal of Money Laundering Control · 2020 · 177 citations · Full text

Fraud Detection, Aml System, Anomaly Detection +20

Explaining individual predictions when features are dependent: More accurate approximations to Shapley values

Kjersti Aas, Martin Jullum, Anders Løland · Artificial Intelligence · 2021 · 130 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

A Gaussian-based framework for local Bayesian inversion of geophysical data to rock properties

Martin Jullum, Odd Kolbjørnsen · Geophysics · 2016 · 48 citations

shapr: An R-package for explaining machine learning models with dependence-aware Shapley values

Nikolai Sellereite, Martin Jullum · The Journal of Open Source Software · 2019 · 29 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

What price semiparametric Cox regression?

Martin Jullum, Nils Lid Hjort · Lifetime Data Analysis · 2018 · 18 citations · Full text

Health Economics, Economic Analysis, Econometrics +3