TY  - BOOK
AU  - Corazza,Marco
TI  - Artificial intelligence and beyond for finance
T2  - Transformations in banking, finance and regulation,
SN  - 9781800615212
AV  - HG4515.5 
U1  - 332.0285 23
PY  - 2024///
CY  - London
PB  - World Scientific Publishing Europe
KW  - Artificial intelligence
KW  - Financial applications
KW  - Finance
KW  - Data processing
KW  - Technological innovations
KW  - Electronic books
N1  - Includes bibliographical references and index; Machine learning in portfolio decisions -- Natural language processing and stock returns -- Portfolio allocation and reinforcement learning -- Explainable artificial intelligence in risk management: a framework -- How can sentiment analysis contribute to financial markets and services? -- Quantum fintech -- Tail dependence of eurozone bond yields and sovereign CDS spreads -- Stylized facts of decentralized finance (DeFi) -- Effective systems for bot detection and real-time stock market predictions -- Reinforcement machine learning optimization algorithms for the computation of downside risk and investable portfolios in post 2007-2009 financial meltdown -- Deep learning in insurance: an incremental deep learning approach for pricing prediction strategy in the insurance industry
N2  - "We wrote this book to help financial experts and investors to understand the state of the art of artificial intelligence and machine learning in finance. But first, what is artificial intelligence? The foundations of artificial intelligence lie in the human desire to automate. Often this desire has had foundations in grand civilization-defining visions or economic needs, such as the Antikythera mechanism, circa 200 BCE. Considered to be the oldest known example of an analog computer, it is thought that the mechanism automated the prediction of the positions of the sun, the moon, and the planets to assist in navigation. No matter the specific industry or application, AI has become a new engine of growth. Both finance and banking have been leveraging AI technologies and algorithms, applying them to automate routine tasks, procedures and forecasting, thereby improving overall customer experience. The topics covered in this book make it an invaluable resource for academics, researchers, policymakers, and practitioners alike who want to understand how AI has affected the banking and financial industries and how it will continue to change them in the years to come"--
UR  - https://www.worldscientific.com/worldscibooks/10.1142/q0449#t=toc
ER  -