Search Results - subject:"Supervised Machine Learning"

Biological age and predicting future health care utilisation

Davillas, Apostolos; Jones, Andrew M. - In: Journal of health economics 99 (2025), pp. 1-17

Persistent link: https://www.econbiz.de/10015182969

Verbesserung der Data-Matching-Qualität mit optimierter String-Distanz-Metrik-Auswahl und Random Forest

Nölting, Christopher; Hajiyev, Murad - In: Wirtschaft und Statistik : WISTA (2025) 5, pp. 69-81

business register. This paper presents a supervised machine learning approach that uses exact matches as a training basis …

Persistent link: https://www.econbiz.de/10015481411

Ageing, health and predicting future employment exits : a penalised regression approach

Davillas, Apostolos; Jones, Andrew M. - 2025

We examine the role of baseline health in predicting future employment exits, alongside established socioeconomic, job-related and demographic predictors. Using UKHLS, we track employed respondents over 10 years to assess subsequent employment exits. Baseline health is captured using an...

Persistent link: https://www.econbiz.de/10015464594

An investigation of supervised machine learning models for predicting drivers' ethical decisions in autonomous vehicles

Singh, Amandeep; Murzello, Yovela; Pokhrel, Sushil; … - 2025

Vehicle-pedestrian interactions in autonomous vehicles (AVs) present complex challenges that require advanced decision-making algorithms. Understanding the factors influencing ethical decision-making (EDM) in critical situations is essential as AVs become more prevalent. This study addresses a...

Persistent link: https://www.econbiz.de/10015420156

Identifying going concern audit opinions using supervised machine learning

Hedback, Dennis - In: Intelligent systems in accounting, finance & management 32 (2025) 4, pp. 1-18

Persistent link: https://www.econbiz.de/10015475559

Verbesserung der Data-Matching-Qualität mit optimierter String-Distanz-Metrik-Auswahl und Random Forest

Nölting, Christopher; Hajiyev, Murad - In: WISTA - Wirtschaft und Statistik 77 (2025) 5, pp. 69-81

business register. This paper presents a supervised machine learning approach that uses exact matches as a training basis …

Persistent link: https://www.econbiz.de/10015508441

Ageing, Health and Predicting Future Employment Exits: A Penalised Regression Approach

Davillas, Apostolos; Jones, Andrew M. - 2025

Persistent link: https://www.econbiz.de/10015532733

Understanding user's identifiability on social media : a supervised machine learning and self-reporting investigation

Chen, Xi; Ding, Hao; Mou, Jian; Zhao, Yuping - In: Data science and management : DSM 8 (2025) 3, pp. 270-283

constructs a prediction model for social media data identifiability of users based on a supervised machine learning technique …

Persistent link: https://www.econbiz.de/10015550268

Interdisziplinäre Anwendung des Supervised Machine Learning für nachfragerbezogene Analysen im Marketing

Muth, Manuel; Nufer, Gerd - In: Künstliche Intelligenz (KI) im Marketing, (pp. 34-52). 2024

marketingspezifische Anwendungsvoraussetzungen für das Supervised Machine Learning, technische Rahmenbedingungen sowie Methodiken zur … analytics and Supervised Machine Learning. The article discusses the principles and systematization of this area and identifies …Der konzeptionelle Beitrag gibt einen Überblick über den Stand der Forschung zum Einsatz des Supervised Machine …

Persistent link: https://www.econbiz.de/10015577445

The costs of affirmative action : evidence from a medical school lottery

Scheer, Bas; Hekkelman, Brinn; Kattenberg, Mark - 2024

Persistent link: https://www.econbiz.de/10014534902