Research graph
References from A mechanism-guided simulation framework for synthetic tax-risk data: Constraint validation and reproducible benchmarking. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2024 · External reference
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2020 · External reference
The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
10.1016/j.dss.2010.08.006 · 2011 · External reference
Refining public policies with machine learning: The case of tax auditing
10.1016/j.jeconom.2024.105847 · 2025 · External reference
Improving tax audit efficiency using machine learning: The role of taxpayer’s network data in fraud detection
10.1080/08839514.2021.2012002 · 2022 · External reference
Customs fraud detection using a gradient boosting approach for joint classification and risk estimation
10.1038/s41598-025-33382-z · 2025 · External reference
Using accounting information to predict aggressive tax location decisions by European groups
10.1016/j.ecosys.2023.101090 · 2023 · External reference
Multiple imputation for statistical disclosure limitation
2003 · External reference
Unresolved reference
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Deep neural networks and tabular data: A survey
10.1109/tnnls.2022.3229161 · 2024 · External reference
TabDDPM: modelling tabular data with diffusion models
2023 · External reference
Synthetic financial data: A case study regarding polish limited liability companies data
10.15611/eada.2024.2.01 · 2024 · External reference
The dynamic effects of tax audits
10.1162/rest_a_01101 · 2023 · External reference
Unwilling or unable to cheat? Evidence from a tax audit experiment in Denmark
10.3982/ecta9113 · 2011 · External reference
Under the radar: The effects of monitoring firms on tax compliance
2018 · External reference
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
10.1016/j.jclinepi.2019.02.004 · 2019 · External reference
10.52202/068431-0037
10.52202/068431-0037 · External reference
Tabular data: Deep learning is not all you need
10.1016/j.inffus.2021.11.011 · 2022 · External reference
Statistical fraud detection: A review
10.1214/ss/1042727940 · 2002 · External reference
10.1109/icdm.2008.17
10.1109/icdm.2008.17 · External reference
Anomaly detection: A survey
10.1145/1541880.1541882 · 2009 · External reference
Unresolved reference
1988 · External reference
Zipf distribution of U.S. firm sizes
10.1126/science.1062081 · 2001 · External reference
Biases in dynamic models with fixed effects
10.2307/1911408 · 1981 · External reference
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