This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various disciplines in quantitative finance, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financia
出版社:Springer 副标题:From Theory to Practice 出版年:2020-7-2 页数:573 定价:$109.99 装帧:Hardcover ISBN:9783030410674 豆瓣评分 评价人数不足 评价: 写笔记 写书评 加入购书单 分享到 推荐 内容简介· ··· This book introduces machine learning methods in finance. It presents a unified treatment...
This book discusses the evolution of technical features in decentralized finance and focuses on machine-learning finance in emerging economies. As technological advancement evolves at an unpredictable pace, the financial industry, like every other sector, must adapt accordingly. Furthermore, the rapid exp...
instructor's solution manual and (mostly) python sources, officially obtained through Springer.com
This study provides a comprehensive review of machine learning (ML) applications in the fields of business and finance. First, it introduces the most commonly used ML techniques and explores their diverse applications in marketing, stock analysis, demand forecasting, and energy marketing. In particular...
2021. Resolving the sustainable finance conundrum: Activist policies and financial technology. Law and Contemporary Problems 84: 55. (Open in a new window)Google Scholar Aziz, Saqib, Michael Dowling, Helmi Hammami, and Anke Piepenbrink. 2022. Machine learning in finance: A topic modeling ...
Breuer, W., Haake, A., Hass, M., Sachsenhausen, E. (2023). Silence is Silver, Speech is Gold: The Benefits of Machine Learning and Text Analysis in the Financial Sector. In: Trauth, D., Bergs, T., Prinz, W. (eds) The Monetization of Technical Data. Springer, Berlin, Heidelberg...
Machine learning has numerous applications in the financial sector, such as regulatory and compliance services, personal finance, asset management, payments and remittances, and banking and credit products. Machine learning has several applications in the banking industry, one of the most notable being ...
Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis J. Behav. Exp. Financ., 32 (2021), Article 100577 View PDFView articleView in ScopusGoogle Scholar Grinblatt et al., 1995 M. Grinblatt, S. Titman, R. Werme...
the existence of many areas of implementation and the substantial economic impact of financial decisions. Our search yielded surprisingly few recent publications on the use of machine learning explicitly in FP&A and related fields. The key thrust of machine learning in finance is directed towards vario...