Search Results - subject:"Machine Learning"

A machine learning approach for the detection of firms linked to organised crime in Italy, based on balance sheet data

Cariello, Pasquale; De Simoni, Marco; Iezzi, Stefano - 2024

Persistent link: https://www.econbiz.de/10014553878

The impact of saving on financial resilience : keep it simple

Grace, Chuck; Metzler, Adam; Miao, Yang; Feng, Longlong; … - In: Financial services review 32 (2024) 2, pp. 1-28

examine these real-world observed behaviours through advanced data analytics in the form of machine learning to explore …

Persistent link: https://www.econbiz.de/10014555536

Portfolio optimization and risk management through Hierarchical Risk Parity and Logic Learning Machine : a case study applied to the Turkish stock market

Gaggero, Giacomo; Giribone, Pier Giuseppe; Muselli, Marco; … - In: Risk management magazine 19 (2024) 1, pp. 26-49

) with advanced Machine Learning techniques. We start by recognizing the significance of Markowitz's model in MPT and quickly … distribution across the portfolio. The paper then introduces an innovative Machine Learning approach that employs the Logic … financial theories with modern Machine Learning tools marks a significant advancement in investment management and portfolio …

Persistent link: https://www.econbiz.de/10014555705

From data to action : empowering COVID-19 monitoring and forecasting with intelligent algorithms

Charles, Vincent; Mousavi, Seyed Muhammad Hossein; … - In: Journal of the Operational Research Society 75 (2024) 7, pp. 1261-1278

Persistent link: https://www.econbiz.de/10014555908

Breastfeeding and child development outcomes across early childhood and adolescence : doubly robust estimation with machine learning

Khudri, Md Mohsan; Hussey, Andrew - 2024

supervised machine learning (ML) algorithms to improve propensity score (PS) estimates. We demonstrate that the gradient boosting …

Persistent link: https://www.econbiz.de/10014557601

CWBCM method to determine the importance of classification performance evaluation criteria in machine learning : case studies of COVID-19, Diabetes, and Thyroid Disease

Parishani, Maede; Rasti-Barzoki, Morteza - In: Omega : the international journal of management science 127 (2024), pp. 1-23

Persistent link: https://www.econbiz.de/10014557615

Principles for advertising responsibly using generative AI

Sands, Sean; Campbell, Colin L.; Ferraro, Carla; … - In: Organizational dynamics : a quarterly review of … 53 (2024) 2, pp. 1-5

Persistent link: https://www.econbiz.de/10014557678

Toward high-resolution projection of electricity prices : a machine learning approach to quantifying the effects of high fuel and CO2 prices

Madadkhani, Shiva; Ikonnikova, Svetlana - In: Energy economics 129 (2024), pp. 1-18

Persistent link: https://www.econbiz.de/10014558952

Margin optimal classification trees

D'Onofrio, Federico; Grani, Giorgio; Monaci, Marta; … - In: Computers & operations research : an international journal 161 (2024), pp. 1-19

Persistent link: https://www.econbiz.de/10014559221

Prediction of hospitalization and waiting time within 24 hours of emergency department patients with unstructured text data

Seo, Hyeram; Ahn, Imjin; Gwon, Hansle; Kang, Hee Jun; … - In: Health care management science : a new journal serving … 27 (2024) 1, pp. 114-129

Persistent link: https://www.econbiz.de/10015079846