Proceedings of International Joint Conference on Computational Intelligence

Proceedings of International Joint Conference on Computational Intelligence
Author: Mohammad Shorif Uddin
Publisher: Springer Nature
Total Pages: 642
Release: 2020-05-22
Genre: Technology & Engineering
ISBN: 9811536074

This book gathers outstanding research papers presented at the International Joint Conference on Computational Intelligence (IJCCI 2019), held at the University of Liberal Arts Bangladesh (ULAB), Dhaka, on 25–26 October 2019 and jointly organized by the University of Liberal Arts Bangladesh (ULAB), Bangladesh; Jahangirnagar University (JU), Bangladesh; and South Asian University (SAU), India. These proceedings present novel contributions in the areas of computational intelligence, and offer valuable reference material for advanced research. The topics covered include collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.

Financial Statement Analysis and the Prediction of Financial Distress

Financial Statement Analysis and the Prediction of Financial Distress
Author: William H. Beaver
Publisher: Now Publishers Inc
Total Pages: 89
Release: 2011
Genre: Business & Economics
ISBN: 1601984243

Financial Statement Analysis and the Prediction of Financial Distress discusses the evolution of three main streams within the financial distress prediction literature: the set of dependent and explanatory variables used, the statistical methods of estimation, and the modeling of financial distress. Section 1 discusses concepts of financial distress. Section 2 discusses theories regarding the use of financial ratios as predictors of financial distress. Section 3 contains a brief review of the literature. Section 4 discusses the use of market price-based models of financial distress. Section 5 develops the statistical methods for empirical estimation of the probability of financial distress. Section 6 discusses the major empirical findings with respect to prediction of financial distress. Section 7 briefly summarizes some of the more relevant literature with respect to bond ratings. Section 8 presents some suggestions for future research and Section 9 presents concluding remarks.

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance
Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
Total Pages: 35
Release: 2021-10-22
Genre: Business & Economics
ISBN: 1589063953

This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Global Waves of Debt

Global Waves of Debt
Author: M. Ayhan Kose
Publisher: World Bank Publications
Total Pages: 403
Release: 2021-03-03
Genre: Business & Economics
ISBN: 1464815453

The global economy has experienced four waves of rapid debt accumulation over the past 50 years. The first three debt waves ended with financial crises in many emerging market and developing economies. During the current wave, which started in 2010, the increase in debt in these economies has already been larger, faster, and broader-based than in the previous three waves. Current low interest rates mitigate some of the risks associated with high debt. However, emerging market and developing economies are also confronted by weak growth prospects, mounting vulnerabilities, and elevated global risks. A menu of policy options is available to reduce the likelihood that the current debt wave will end in crisis and, if crises do take place, will alleviate their impact.

Hidden Debt

Hidden Debt
Author: Martin Melecky
Publisher: World Bank Publications
Total Pages: 271
Release: 2021-07-15
Genre: Business & Economics
ISBN: 1464816689

The COVID-19 crisis, which has sent economies in South Asia and around the world into a deep recession, has highlighted South Asia’s rising debt levels and sizable hidden liabilities. State-owned enterprises, state-owned commercial banks, and public-private partnerships have been at the center of the rising debt wave and the latest pandemic response. Historically,South Asia has relied on these direct public interventions more than other regions. The interventions have helped governments tackle key development challenges and rapidly deliver relief measures during crises. However, because of their inefficiencies and weak governance, the interventions are also a significant source of public indebtedness and macrofinancial risks. Hidden Debt examines the trade-off between tackling development challenges through direct state presence in the market and avoiding unsustainable debt due to economic inefficiencies of such off†“balance sheet operations, which greatly leverage public capital. The study recommends a reform agenda based on the four interrelated principles of purpose, incentives, transparency, and accountability (PITA). The reforms can mitigate the risks that off†“balance sheet operations will become the source of the next financial crisis in South Asia.

Financial Crises Explanations, Types, and Implications

Financial Crises Explanations, Types, and Implications
Author: Mr.Stijn Claessens
Publisher: International Monetary Fund
Total Pages: 66
Release: 2013-01-30
Genre: Business & Economics
ISBN: 1475561008

This paper reviews the literature on financial crises focusing on three specific aspects. First, what are the main factors explaining financial crises? Since many theories on the sources of financial crises highlight the importance of sharp fluctuations in asset and credit markets, the paper briefly reviews theoretical and empirical studies on developments in these markets around financial crises. Second, what are the major types of financial crises? The paper focuses on the main theoretical and empirical explanations of four types of financial crises—currency crises, sudden stops, debt crises, and banking crises—and presents a survey of the literature that attempts to identify these episodes. Third, what are the real and financial sector implications of crises? The paper briefly reviews the short- and medium-run implications of crises for the real economy and financial sector. It concludes with a summary of the main lessons from the literature and future research directions.

Corporate Financial Distress

Corporate Financial Distress
Author: Edward I. Altman
Publisher:
Total Pages: 408
Release: 1983-02-14
Genre: Business & Economics
ISBN:

"A Wiley-Interscience publication."Includes index. Bibliography: p. 355-361.

Corporate Financial Distress, Restructuring, and Bankruptcy

Corporate Financial Distress, Restructuring, and Bankruptcy
Author: Edward I. Altman
Publisher: John Wiley & Sons
Total Pages: 374
Release: 2019-03-26
Genre: Business & Economics
ISBN: 1119481805

A comprehensive look at the enormous growth and evolution of distressed debt markets, corporate bankruptcy, and credit risk models This Fourth Edition of the most authoritative finance book on the topic updates and expands its discussion of financial distress and bankruptcy, as well as the related topics dealing with leveraged finance, high-yield, and distressed debt markets. It offers state-of-the-art analysis and research on U.S. and international restructurings, applications of distress prediction models in financial and managerial markets, bankruptcy costs, restructuring outcomes, and more.

Banking, Finance, and Accounting: Concepts, Methodologies, Tools, and Applications

Banking, Finance, and Accounting: Concepts, Methodologies, Tools, and Applications
Author: Management Association, Information Resources
Publisher: IGI Global
Total Pages: 1626
Release: 2014-07-31
Genre: Business & Economics
ISBN: 1466662697

With the global economy still in recovery, it is more important than ever for individuals and organizations to be aware of their money and its potential for both depreciation and growth. Banking, Finance, and Accounting: Concepts, Methodologies, Tools, and Applications investigates recent advances and undertakings in the financial industry to better equip all members of the world economy with the tools and insights needed to weather any shift in the economic climate. With chapters on topics ranging from investment portfolios to credit unions, this multi-volume reference source will serve as a crucial resource for managers, investors, brokers, and all others within the banking industry.

New Challenges in Banking and Finance

New Challenges in Banking and Finance
Author: NESRIN ÖZATAÇ
Publisher: Springer
Total Pages: 188
Release: 2017-11-03
Genre: Business & Economics
ISBN: 3319668722

This volume presents current developments in the fields of banking and finance from an international perspective. Featuring contributions from the 2nd International Conference on Banking and Finance Perspectives (ICBFP), this volume serves as a valuable forum for discussing current issues and trends in the banking and financial sectors, especially in light of the global economic challenges triggered by financial institutions. Using the latest theoretical models, new perspectives are brought to topics such as e-finance and e-banking, Islamic banking, international cross-border regulatory cooperation, bank fraud, the global financial crisis, microfinance, and corporate control transactions. Offering an opportunity to explore the challenges of a rapidly changing industry, this volume will be of interest to academics, policy makers, and scholars in the fields of banking, insurance, and finance.