Search Results - subject:"Machine Learning"

Dong, Zhe Michelle; Shang, Han Lin; Bruhn, Aaron - In: Risks : open access journal 10 (2022) 6, pp. 1-21

This study quantifies the air quality impact on population mortality from an actuarial perspective, considering implications to the industry through the application of findings. The study focuses on the increase in mortality from air quality changes due to extreme weather impacts. We conduct an...

Persistent link: https://www.econbiz.de/10013363013

Meta-learning approaches for recovery rate prediction

Gambetti, Paolo; Roccazzella, Francesco; Vrins, Frédéric - In: Risks : open access journal 10 (2022) 6, pp. 1-29

While previous academic research highlights the potential of machine learning and big data for predicting corporate …

Persistent link: https://www.econbiz.de/10013363030

Cognitive challenges in human-artificial intelligence collaboration : investigating the path toward productive delegation

Fügener, Andreas; Grahl, Jörn; Gupta, Alok; Ketter, … - In: Information systems research : ISR 33 (2022) 2, pp. 678-696

Persistent link: https://www.econbiz.de/10013363094

A systematic mapping study on machine learning techniques applied for condition monitoring and predictive maintenance in the manufacturing sector

Thuy Linh Jenny Phan; Gehrhardt, Ingolf; Heik, David; … - In: Logistics 6 (2022) 2, pp. 1-22

overcome this, machine learning (ML) can be applied to ensure more efficient production. Methods: This paper aims to …

Persistent link: https://www.econbiz.de/10013286787

An interpretable machine learning workflow with an application to economic forecasting

Buckmann, Marcus; Joseph, Andreas - 2022

Persistent link: https://www.econbiz.de/10013286828

The impact of COVID-19 on airfares : a machine learning counterfactual analysis

Wozny, Florian - In: Econometrics : open access journal 10 (2022) 1, pp. 1-10

This paper studies the performance of machine learning predictions for the counterfactual analysis of air transport. It … machine learning with walk-forward validation is powerful for the counterfactual analysis of airfares. …

Persistent link: https://www.econbiz.de/10013041128

Using accounting information to predict aggressive tax placement decisions by European groups

Borrotti, Matteo; Rabasco, Michele; Santoro, Alessandro - 2022

Persistent link: https://www.econbiz.de/10012878006

The effect of intra-workplace pay inequality on employee trust in managers : assessing a multilevel moderated mediation effect model

Schulz, Felix; Valizade, Danat; Charlwood, Andy - In: Human relations : towards the integration of the social … 75 (2022) 4, pp. 705-733

Persistent link: https://www.econbiz.de/10012887379

Predicting sexual offenders using exhaustive CHAID techniques on victim's age

Kaur, Bhajneet; Ahuja, Laxmi; Kumar, Vinay - In: International journal of applied management science : IJAMS 14 (2022) 1, pp. 71-89

Persistent link: https://www.econbiz.de/10012887718

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

Serafeim, George; Velez Caicedo, Gladys - 2022

can be predicted with higher accuracy using Adaptive Boosting machine learning algorithms relative to linear regression … models and other supervised machine learning algorithms …, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine …

Persistent link: https://www.econbiz.de/10014030517