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Artificial intelligence in financial services

Fernández Bedoya, Ana

Artículo de revista ; The use of artificial intelligence tools has escalated recently in all sectors of the economy owing, among other factors, to the growing volume of digital data and higher computational capacity. Major benefits may be reaped from applying these tools to the provision of...

Persistent link: https://www.econbiz.de/10012532407

AN ANALYSIS OF MISCLASSIFICATION RATES FOR DECISION TREES

Zhong, Mingyu - 2007

The decision tree is a well-known methodology for classification and regression. In this dissertation, we focus on the minimization of the misclassification rate for decision tree classifiers. We derive the necessary equations that provide the optimal tree prediction, the estimated risk of the...

Persistent link: https://www.econbiz.de/10009431076

Machine learning in credit risk: measuring the dilemma between prediction and supervisory cost

Alonso, Andrés; Carbó, José Manuel - 2020

Informes recientes muestran la creciente adopción en el sector financiero de técnicas de aprendizaje automático o machine learning (ML) en la gestión del riesgo de crédito. En este entorno, los supervisores se encuentran ante el reto de permitir que se maximicen las oportunidades derivadas...

Persistent link: https://www.econbiz.de/10012525231

Accuracy of explanations of machine learning models for credit decisions

Alonso, Andrés; Carbó Martinez, José Manuel

Uno de los principales retos en el uso de modelos de aprendizaje automático, o machine learning en inglés (ML), en finanzas es cómo explicar sus resultados. Recientemente han aparecido técnicas de interpretabilidad con este objetivo, pero existe discusión sobre su fiabilidad. En este...

Persistent link: https://www.econbiz.de/10013267753

Inteligencia artificial y finanzas: una alianza estratégica

Alonso, Andrés; Carbó Martinez, José Manuel

Recientes avances tecnológicos, como el almacenamiento masivo de datos y la computación en la nube, están dando lugar a un mayor uso de la inteligencia artificial en la economía y las finanzas, y modificando aspectos fundamentales tanto para entidades como para supervisores. En este...

Persistent link: https://www.econbiz.de/10013414504

DIGITAL TRANSFORMATION IMPACT ON JOBS AFTER COVID-19 PANDEMIC

Milosevic, Dragan; Ilic, Dejan; Popovic, Jovanka - 2022

digital technologies related to the application of automation, robotics, artificial intelligence and contemporary information … automation, which is controlled by artificial intelligence. Greater flexibility and efficiency of work will be achieved in terms … or activity. Due to that, DT will also change the labour requirements. Automation of routine jobs will lead to large …

Persistent link: https://www.econbiz.de/10012813221

DIGITAL TRANSFORMATION IMPACT ON JOBS AFTER COVID-19 PANDEMIC

Milosevic, Dragan; Ilic, Dejan; Popovic, Jovanka - 2022

Persistent link: https://www.econbiz.de/10015335743

A framework for managing global risk factors affecting construction cost performance

Baloi, Daniel - 2002

Poor cost performance of construction projects has been a major concern for bothcontractors and clients. The effective management of risk is thus critical to the success of any construction project and the importance of risk management has grown as projects have become more complex and...

Persistent link: https://www.econbiz.de/10009461257

ARTIFICIAL INTELLIGENCE AND CYBER SECURITY – FACE TO FACE WITH CYBER ATTACK – A MALTESE CASE OF RISK MANAGEMENT APPROACH

Mosteanu, Narcisa Roxana - 2020

The work paper aims to underline the benefits of using Artificial Intelligence to improve the business productivity, and in the same time to address awareness in order to overcome fear in exploring new technology, because of cyber-attacks. How vulnerable are businesses to computerization? 100%....

Persistent link: https://www.econbiz.de/10012244689

ARTIFICIAL INTELLIGENCE AND CYBER SECURITY – FACE TO FACE WITH CYBER ATTACK – A MALTESE CASE OF RISK MANAGEMENT APPROACH

Mosteanu, Narcisa Roxana - 2020

Persistent link: https://www.econbiz.de/10015335905