Identifying Conditioning Factors and Predictors of Conflict Likelihood for Machine Learning Models: A Literature Review

T Obukhov, MA Brovelli - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
In this research, we focused on armed conflicts and related violence. The study reviewed the
use of machine learning to predict the likelihood of conflict escalation and the role of …

Prediction of aquatic ecosystem health indices through machine learning models using the WGAN-based data augmentation method

S Lee, J Kim, G Lee, J Hong, JH Bae, KJ Lim - Sustainability, 2021 - mdpi.com
Changes in hydrological characteristics and increases in various pollutant loadings due to
rapid climate change and urbanization have a significant impact on the deterioration of …

Multidimensional geographic factors behind conflicts: a case study in Sudan

Y Gong, X Li, S Belabbes, L Dell'Oro… - International Journal of …, 2024 - Taylor & Francis
Sudan has been racked by complex and volatile conflicts for decades, with a new round of
civil conflict erupting in April 2023, leading to significant loss of life and property. Despite the …

The promise of machine learning in violent conflict forecasting

M Murphy, E Sharpe, K Huang - Data & Policy, 2024 - cambridge.org
In 2022, the world experienced the deadliest year of armed conflict since the 1994 Rwandan
genocide. Much of the intensity and frequency of recent conflicts has drawn more attention to …

Analytical state: a framework for thinking about artificial intelligence and algorithms for state power

PR Biju, O Gayathri - Electronic Government, an …, 2024 - inderscienceonline.com
The retreat of the Leviathan state and its vast bureaucratic power due to inventions of
technologies of connection in the private tech labs were popular since the revolution in …

Leveraging Artificial Intelligence for Public Policy-Making in Africa: Policy Recommendations

D Shao - AfricaGrowth Agenda, 2024 - journals.co.za
Summary Africa's Artificial Intelligence (AI) development is at a crossroad in terms of
challenges and opportunities. The future economy of the continent belongs to the Fourth …

[PDF][PDF] Методы оценки и управления террористическими рисками

АВ Новиков - ords.rea.ru
Актуальность темы исследования. Противодействие терроризму является одним из
приоритетных направлений политики обеспечения государственной и общественной …

[PDF][PDF] INTERNATIONAL JOURNAL OF RESEARCH IN MEDICAL SCIENCES & TECHNOLOGY

AA Chadha - ijrmst.com
This paper presents a utilization of the information mining technique to decide the financial
profiles of the public clinics in Turkey. The review depends on the information accumulated …