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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.
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...
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.
Expert Systems in Finance
Throughout the industry, financial institutions seek to eliminate cumbersome authentication methods, such as PINs, passwords, and security questions, as these antiquated tactics prove increasingly weak. Thus, many organizations now aim to implement emerging technologies in an effort to validate identities with greater certainty. The near instantaneous nature of online banking, purchases, transactions, and payments puts tremendous pressure on banks to secure their operations and procedures. In order to reduce the risk of human error in financial domains, expert systems are seen to offer a great advantage in big data environments. Besides their efficiency in quantitative analysis such as profi...
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 ...
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...
Concepts, Cases, and Regulations in Financial Fraud and Corruption
During the last few decades, financially and technologically corrupt practices, such as financial and technological crimes, frauds, forgeries, scandals, and money laundering, have been monitored in many countries around the globe. There is a general lack of awareness regarding these issues among various stakeholders including researchers and practitioners. Concepts, Cases, and Regulations in Financial Fraud and Corruption considers all aspects of financial and technological crimes, frauds, and corruption in individual, organizational, and societal experiences. The book also discusses the emergence and practices of financial crimes, frauds, and corruption during the last century and especially in the current technological advancement. Covering key topics such as financing, ethical leadership, tax evasion, and insider trading, this premier reference source is ideal for computer scientists, business owners, managers, researchers, scholars, academicians, practitioners, instructors, and students.
Perspectives of Management Accounting for Sustainable Business Practices
In the 21st century, management accounting gains new dimensions, expanding its research area. Additionally, management of sustainable performance is one of the phenomena faced by the current business environment, and in particular management corporations. The focus of management on profitability remains the main objective of any company, but it must also take into account the sustainability of social, economic, and environmental aspects. Under these circumstances, managerial decisions must be adjusted and strongly substantiated considering the information required by internal and external stakeholders including financial reporting. The information requirements of customers and other stakehol...
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...
