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Artificial Intelligence and Big Data for Financial Risk Management
This book presents a collection of high-quality contributions on the state-of-the-art in Artificial Intelligence and Big Data analysis as it relates to financial risk management applications. It brings together, in one place, the latest thinking on an emerging topic and includes principles, reviews, examples, and research directions. The book presents numerous specific use-cases throughout, showing practical applications of the concepts discussed. It looks at technologies such as eye movement analysis, data mining or mobile apps and examines how these technologies are applied by financial institutions, and how this affects both the institutions and the market. This work introduces students and aspiring practitioners to the subject of risk management in a structured manner. It is primarily aimed at researchers and students in finance and intelligent big data applications, such as intelligent information systems, smart economics and finance applications, and the internet of things in a marketing environment.
Innovative Finance for Technological Progress
Innovative businesses and startups contribute to job creation, economic growth, and technological advancement in most countries. Finance helps nurture innovative firms like startups. Unfortunately, most startups and innovative projects cannot secure finance through the usual and conventional methods. This book goes beyond traditional financing to explore innovative ways to help finance startups and novel businesses. The book covers institutional innovation, innovation in products and processes, and the recent progress in financial innovations in various countries through empirical and case studies. It gives an in-depth look at regulatory, policy frameworks, and risk assessments for financial innovations. It also assesses the role of various innovations, including Fintech, machine learning, big data, scoring models, credit databases, digital platforms, credit guarantees in funding startups, and novel technologies. This book offers valuable insights into how policymakers can nurture a more conducive ecosystem for startups and technologies through innovative finance.
The Economics of Financial Services in Emerging Markets
Any enquiry into the nature, performance, role, demerits, growth, efficiency, or other aspects of financial services such as banking and insurance activities, requires rigorous estimates of their economic output, i.e., the economic contributions made by these firms, as well as by the industries as a whole. Accordingly, this book condenses several theoretical, methodological, empirical, and philosophical issues in conceptualizing, measuring, and empirically operationalizing the economic output of the banking and insurance industries. The analytical focus is on both Global and Emerging Markets perspectives. The book synthesizes applied and conceptual evidence to locate the chosen theme's analy...
Understanding the Polish Capital Market
The first stock exchange in Warsaw – capital city of the Kingdom of Poland– was established in 1817. Over the past 205 years, the fortunes of the capital market have been closely linked to the "bumpy road" of Polish history. The establishment of the GPW Warsaw Stock Exchange in 1991 was a landmark for transformation from a centrally planned communist economy to a market-driven capitalist one. Since the doors of the exchange reopened, Polish GDP per capita (current USD) increased eight times, translating into an average yearly growth rate of over 7%. The capital market has played a pivotal role in the economic success of Poland over the last three decades. It is not easy to precisely quan...
Insurance Market Integration in the European Union
Insurance Market Integration in the European Union offers an in-depth analysis of the mechanisms of insurance market integration and measures the degrees of this integration. It examines the operation of the EU single financial market and, against this backdrop, the regulation relating to the insurance market. In addition, the book focuses on the specificity and determinants of international insurance market development and the issues with assimilation set against other financial market segments such as money market, credit-deposit and bond and equity. It discusses the advantages and disadvantages of insurance market integration on an international scale. The authors propose a unique approac...
The Role of Crises in Shaping Financial Systems
The Role of Crises in Shaping Financial Systems: From the Global Financial Crisis to COVID-19 underscores the role of crises as turning points for the financial sector and its interactions with the real economy. It sheds new light on the financial industry through the lens of three recent crises – the global financial crisis, the sovereign debt crisis, and the COVID-19 pandemic. The book provides in-depth insight into the financial systems in European Economic Area countries, accentuating the role of crises in shaping the condition and development of the financial arena. The authors pay special attention to the differences between “old” and “new” Europe, i.e. countries that joined ...
Legal, Regulatory and Governance Issues in Islamic Finance
From Iran, where all banking is Shari'ah compliant, to Malaysia and the gulf, where Islamic financial institutions compete with conventional banks, Rodney Wilson examines how Islamic financial institutions are licensed and governed by common and civil law. Covering Islamic banks, takaful operators, fund management and Shari'ah-compliant securities, it examines how their assets and liabilities differ from their conventional counterparts and what the implications are for risk management.
Cyber Security Intelligence and Analytics
This book presents the outcomes of the 2022 4th International Conference on Cyber Security Intelligence and Analytics (CSIA 2022), an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary field of cyber-security, particularly focusing on threat intelligence, analytics, and countering cyber-crime. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings and novel techniques, methods and applications on all aspects of cyber-security intelligence and analytics. Due to COVID-19, authors, keynote speakers and PC committees will attend the conference online.
Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022)
This book presents innovative ideas, cutting-edge findings, and novel techniques, methods, and applications in a broad range of cybersecurity and cyberthreat intelligence areas. As our society becomes smarter, there is a corresponding need to secure our cyberfuture. The book describes approaches and findings that are of interest to business professionals and governments seeking to secure our data and underpin infrastructures, as well as to individual users.
Handbook of Islamic Banking
The Handbook of Islamic Banking comprises 25 studies by leading international experts on Islamic banking and finance specially commissioned to analyse the various debates and the current state of play in the field. From its origins thirty years ago, Islamic banking has expanded rapidly to become a distinctive and fast growing segment of the international banking and capital markets. Despite this expansion, Islamic banking still remains poorly understood in many parts of the Muslim world and continues to be a mystery in much of the West. This comprehensive Handbook provides a succinct analysis of the workings of Islamic banking and finance, accessible to a wide range of readers. At the same t...
