Articles liés à Alternative Data and Artificial Intelligence Techniques:...

Alternative Data and Artificial Intelligence Techniques: Applications in Investment and Risk Management (Palgrave Studies in Risk and Insurance) - Couverture rigide

Zhang, Qingquan Tony; Li, Beibei; Xie, Danxia

 
9783031116117: Alternative Data and Artificial Intelligence Techniques: Applications in Investment and Risk Management (Palgrave Studies in Risk and Insurance)
Couverture rigide
ISBN 10 : 3031116119 ISBN 13 : 9783031116117
Editeur : Palgrave Macmillan, 2022

Synopsis

This book introduces a state-of-art approach in evaluating portfolio management and risk based on artificial intelligence and alternative data. The book covers a textual analysis of news and social media, information extraction from GPS and IoTs data, and risk predictions based on small transaction data, etc. The book summarizes and introduces the advancement in each area and highlights the machine learning and deep learning techniques utilized to achieve the goals. As a complement, it also illustrates examples on how to leverage the python package to visualize and analyze the alternative datasets, and will be of interest to academics, researchers, and students of risk evaluation, risk management, data, AI, and financial innovation.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Palgrave Macmillan
Date d'édition
2022
Langue
anglais
ISBN 10 
3031116119
ISBN 13 
9783031116117
Reliure
Relié
Numéro d'édition
1
Coordonnées du fabricant
non disponible
Personne responsable
Koch-Chemie GmbH
https://www.koch-chemie.com

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