Taking the Hit: Despite IRS Attempts, Domestic Abuse Victims Cannot Get Innocent Spouse Protection When their Partner's Commit Tax Fraud

2021 ◽  
Author(s):  
Breanna Zagorski
Keyword(s):  
Domestic Abuse ◽  
Tax Fraud ◽  
Innocent Spouse

Community-Based Analysis of the U.S. Legal System's Intervention in Domestic Abuse Cases Involving Indigenous Women

2002 ◽  
Author(s):  
Thomas Peacock ◽  
Lila George ◽  
Alex Wilson ◽  
Amy Bergstrom ◽  
Ellen Pence
Keyword(s):  
Domestic Abuse ◽  
Indigenous Women ◽  
Community Based ◽  
The U.S

scholarly journals Tax Fraud Detection through Neural Networks: An Application Using a Sample of Personal Income Taxpayers

2019 ◽  
Vol 11 (4) ◽  
pp. 86 ◽  
Author(s):  
César Pérez López ◽  
María Delgado Rodríguez ◽  
Sonia de Lucas Santos
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Income Tax ◽  
Fraud Detection ◽  
Personal Income ◽  
Personal Income Tax ◽  
Tax Returns ◽  
The Neural Networks ◽  
Tax Fraud ◽  
Efficiency Rate

The goal of the present research is to contribute to the detection of tax fraud concerning personal income tax returns (IRPF, in Spanish) filed in Spain, through the use of Machine Learning advanced predictive tools, by applying Multilayer Perceptron neural network (MLP) models. The possibilities springing from these techniques have been applied to a broad range of personal income return data supplied by the Institute of Fiscal Studies (IEF). The use of the neural networks enabled taxpayer segmentation as well as calculation of the probability concerning an individual taxpayer’s propensity to attempt to evade taxes. The results showed that the selected model has an efficiency rate of 84.3%, implying an improvement in relation to other models utilized in tax fraud detection. The proposal can be generalized to quantify an individual’s propensity to commit fraud with regards to other kinds of taxes. These models will support tax offices to help them arrive at the best decisions regarding action plans to combat tax fraud.

scholarly journals Women's views and experiences of antenatal enquiry for domestic abuse during pregnancy

2013 ◽  
Vol 18 (5) ◽  
pp. 867-878 ◽  
Author(s):  
Debra Salmon ◽  
Kathleen M. Baird ◽  
Paul White
Keyword(s):  
Domestic Abuse ◽  
Abuse During Pregnancy ◽  
Women’S Views
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