Ethics and trustworthiness of ai for predicting the risk of recidivism: A systematic literature review

MM Farayola, I Tal, R Connolly, T Saber… - Information, 2023 - mdpi.com
Artificial Intelligence (AI) can be very beneficial in the criminal justice system for predicting
the risk of recidivism. AI provides unrivalled high computing power, speed, and accuracy; all …

Construction of a Conceptual Model of the Accounting and Analytical System of Report Formation Under IFRS

S Spivak, T Korolyuk, I Spivak… - 2023 13th …, 2023 - ieeexplore.ieee.org
as a result of the study, the mechanism of modeling the accounting process at the present
stage is considered and a conceptual model of formation of accounting and management …

Survival Analysis Models for Estimating and Predicting the Risks of Confession of Criminal Defendants

O Kovalchuk, S Banakh, M Masonkova… - 2023 13th …, 2023 - ieeexplore.ieee.org
In this paper, we presented the results of the application of survival analysis models for
estimating and forecasting the risks of pleading guilty to criminal offenses under conditions …

[PDF][PDF] Associative Rule Mining for the Assessment of the Risk of Recidivism.

O Kovalchuk, S Banakh, M Kasianchuk, N Moskaliuk… - IntelITSIS, 2023 - ceur-ws.org
Abstract Information technologies, such as big data analytics (data mining, and predictive
analytics) are rapidly developing and penetrating into critically important areas of modern …

Information Support for Postwar Economy Recovery of Ukraine

R Zvarych, I Rivilis, M Domiter, P Skulski… - 2023 13th …, 2023 - ieeexplore.ieee.org
This research focuses on information support for Postwar Economy Recovery of Ukraine.
The article analyzes the dynamics of the balance of payments of Ukraine and describes …

Neural Networks Toward Cybersecurity: Domaine Map Analysis of State-of-the-Art Challenges

R Shevchuk, V Martsenyuk - IEEE Access, 2024 - ieeexplore.ieee.org
The growing interest in applying neural networks for cybersecurity has prompted a
substantial increase in related research. This paper presents a comprehensive bibliometric …

Associative Model of Support for Judicial Decision-Making

O Kovalchuk - Actual problems of law, 2023 - appj.wunu.edu.ua
Despite numerous efforts aimed at ensuring the protection of the accused, and despite the
understanding of the effectiveness of preventive measures in contrast to punitive sanctions …

[PDF][PDF] Support vector machine to criminal recidivism prediction

O Kovalchuk, R Shevchuk, L Babala… - International Journal of …, 2024 - journals.pan.pl
Internal security of the state is one of the prerequisites for sustainable development. To
ensure the public safety and personal security of citizens, it is necessary to develop effective …

The System Architecture of the Software for Modeling Harmful Emissions in Soil

V Tymchyshyn, B Tymchyshyn, A Melnyk… - 2023 13th …, 2023 - ieeexplore.ieee.org
The article considers a software architecture designed to model the intricate processes of
soil pollution resulting from the dispersion of nitrogen dioxide in both soil and groundwater …

A Predictive Analysis Through Earth Observation Data: Interdisciplinary Remote Sensing Applications for Evaluating Prison Reforms in Tamil Nadu

K Niranjana, A Sundaram, S Thangamayan - Remote Sensing in Earth …, 2024 - Springer
Abstract In Tamil Nadu, the criminal justice system encounters persistent challenges such as
prison overcrowding, high recidivism rates, and the welfare of incarcerated individuals …