Artificial Intelligence in Finance : Challenges, Opportunities and Regulatory Developments /: Challenges, Opportunities and Regulatory Developments. (2023)

• Record Type: Book
• Further Information: Note: Nydia Remolina, Aurelio Gurrea-Martinez.
• Editors: Remolina, Nydia; Gurrea Martínez, Aurelio
• Contents: Contents: Introduction xvii PART I FOUNDATIONS OF AI AND AI GOVERNANCE 1 Foundations of artificial intelligence and machine learning 2 Alfonso Delgado De Molina Rius 2 Explaining explainable AI 19 Richard Zuroff and Nicolas Chapados 3 Harmony in chaos 60 Yeong Zee Kin and Larissa Lim 4 Responsible AI 87 Marcus Bartley Johns, Joy Fuyuno and Dennae Smith PART II OPPORTUNITIES AND REGULATORY CHALLENGES OF AI IN THE BANKING INDUSTRY 5 AI governance frameworks for the banking sector 114 Virginia Torrie and Dominique Payette 6 Machine learning, alternative data, and the regulation of consumer credit markets 142 Nikita Aggarwal 7 AI-based consumer credit underwriting 151 Maayan Perel and Ruth Plato-Shinar PART III OPPORTUNITIES AND REGULATORY CHALLENGES OF AI IN CAPITAL MARKETS 8 The promises and perils of robo-advisers 178 Aurelio Gurrea-Martinez and Wai Yee Wan 9 Regulating AI trading from an AI lifecycle perspective 198 Alessio Azzutti, Wolf-Georg Ringe and H. Siegfried Stiehl PART IV OPPORTUNITIES AND REGULATORY CHALLENGES OF AI IN THE INSURANCE INDUSTRY 10 Opportunities and use cases of AI in the insurance industry 244 Magdalene Loh and Terence Soo 11 Regulation of the use of artificial intelligence for investment in the insurance industry 271 Christopher Chao-hung Chen PART V CROSS-SECTORAL ISSUES ON THE USE OF AI IN THE FINANCIAL SECTOR 12 Regulating artificial intelligence in finance and other regulated industries 294 Douglas W. Arner, Ross P. Buckley, Dirk A. Zetzsche, Brian W. Tang and Lucien J. van Romburg 13 Bias and discrimination in the use of AI in the financial sector 320 Minesh Tanna and William Dunning 14 Interconnectedness and financial stability in the era of artificial intelligence 350 Nydia Remolina Index 368.
• Publisher Details: Cheltenham : Edward Elgar Publishing
• Publication Date: 2023
• Extent: 1 online resource (402 pages)
• Subjects: LAW -- Business & Financial; Financial services law & regulation; LAW -- Computer & Internet; COMPUTERS -- Intelligence (AI) & Semantics; IT & Communications law; Financial law; Artificial intelligence
• Languages: English
• ISBNs: 9781803926179; 1803926171
• Related ISBNs: 9781803926162
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.