Artificial Intelligence and Beyond for Finance
Editor
- Marco Corazza(Ca' Foscari University of Venice, Italy)René Garcia(University of Montreal, Canada & SKEMA Business School Canada, Canada)Faisal Shah Khan(Rethinc. Labs, UNC Kenan-Flagler Business School, USA & SKEMA Business School Raleigh, USA)Davide La Torre(SKEMA Business School, France)Hatem Masri(Applied Science University, Bahrain)
Abstract
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.Individual chapters are listed in the "Chapters" tab
Suggested Citation
- Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), 2024. "Artificial Intelligence and Beyond for Finance," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number q0449, August.
Handle: RePEc:wsi:wsbook:q0449Download full text from publisher
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Book Chapters
The following chapters of this book are listed in IDEAS- Massimo Guidolin, 2024. "Machine Learning in Portfolio Decisions," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 1, pages 1-72, World Scientific Publishing Co. Pte. Ltd..
- Manuela Pedio, 2024. "Natural Language Processing and Stock Returns," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 2, pages 73-102, World Scientific Publishing Co. Pte. Ltd..
- René Garcia & Alissa Marinenko, 2024. "Portfolio Allocation and Reinforcement Learning," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 3, pages 103-148, World Scientific Publishing Co. Pte. Ltd..
- Silvio Andrae, 2024. "Explainable Artificial Intelligence in Risk Management: A Framework," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 4, pages 149-206, World Scientific Publishing Co. Pte. Ltd..
- Abraham Itzhak Weinberg, 2024. "How Can Sentiment Analysis Contribute to Financial Markets and Services?," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 5, pages 207-234, World Scientific Publishing Co. Pte. Ltd..
- Alessio Faccia, 2024. "Quantum Fintech," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 6, pages 235-263, World Scientific Publishing Co. Pte. Ltd..
- Veni Arakelian & Roberto Savona & Marika Vezzoli, 2024. "Tail Dependence of Eurozone Bond Yields and Sovereign CDS Spreads," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 7, pages 265-287, World Scientific Publishing Co. Pte. Ltd..
- Yuanyuan Zhang & Stephen Chan & Jeffrey Chu & Xin Liao & Min Helu, 2024. "Stylized Facts of Decentralized Finance (DeFi)," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 8, pages 289-314, World Scientific Publishing Co. Pte. Ltd..
- Reem Abdulla Alkhalifa & Riadh Ksantini & Khaoula Tbarki, 2024. "Effective Systems for Bot Detection and Real-Time Stock Market Predictions," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 9, pages 315-336, World Scientific Publishing Co. Pte. Ltd..
- Mazin A.M. Al Janabi, 2024. "Reinforcement Machine Learning Optimization Algorithms for the Computation of Downside Risk and Investable Portfolios in Post 2007–2009 Financial Meltdown," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 10, pages 337-357, World Scientific Publishing Co. Pte. Ltd..
- Alaa Tareq Mohamed & Riadh Ksantini & Jihene Kaabi, 2024. "Deep Learning in Insurance: An Incremental Deep Learning Approach for Pricing Prediction Strategy in the Insurance Industry," World Scientific Book Chapters, in: Marco Corazza & René Garcia & Faisal Shah Khan & Davide La Torre & Hatem Masri (ed.), Artificial Intelligence and Beyond for Finance, chapter 11, pages 359-391, World Scientific Publishing Co. Pte. Ltd..
More about this item
Keywords
Artificial Intelligence; Machine Learning; Deep Learning; Reinforcement Learning; Sentiment Analysis; Portfolio Management; Financial Forecasting;
All these keywords.JEL classification:
- C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
- G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
- G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
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