Machine Learning Applications for Accounting Disclosure and Fraud Detection

Machine Learning Applications for Accounting Disclosure and Fraud Detection
Title Machine Learning Applications for Accounting Disclosure and Fraud Detection PDF eBook
Author Papadakis, Stylianos
Publisher IGI Global
Pages 270
Release 2020-10-02
Genre Business & Economics
ISBN 179984806X

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The prediction of the valuation of the “quality” of firm accounting disclosure is an emerging economic problem that has not been adequately analyzed in the relevant economic literature. While there are a plethora of machine learning methods and algorithms that have been implemented in recent years in the field of economics that aim at creating predictive models for detecting business failure, only a small amount of literature is provided towards the prediction of the “actual” financial performance of the business activity. Machine Learning Applications for Accounting Disclosure and Fraud Detection is a crucial reference work that uses machine learning techniques in accounting disclosure and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment. The book applies machine learning models to identify “quality” characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. Covering topics that include data mining; fraud governance, detection, and prevention; and internal auditing, this book is essential for accountants, auditors, managers, fraud detection experts, forensic accountants, financial accountants, IT specialists, corporate finance experts, business analysts, academicians, researchers, and students.

Recent Technological Advances in Engineering and Management

Recent Technological Advances in Engineering and Management
Title Recent Technological Advances in Engineering and Management PDF eBook
Author Dalia Younis
Publisher CRC Press
Pages 295
Release 2024-09-26
Genre Computers
ISBN 104015302X

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It is with immense pleasure that we extend a warm welcome to all of you to the recently concluded conference, international conference on Advances in Science, Technology and Management (ICOSTEM 2023) which took place from November 24 – 27, 2023, in the picturesque Maldives, Male. This significant event focused on the “Recent Technological Advances in Engineering and Management” with special sessions on Applied Sciences, Management and Engineering.

AI and Emotional Intelligence for Modern Business Management

AI and Emotional Intelligence for Modern Business Management
Title AI and Emotional Intelligence for Modern Business Management PDF eBook
Author Bhardwaj, Bhawana
Publisher IGI Global
Pages 437
Release 2023-10-16
Genre Business & Economics
ISBN

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The ever-evolving field of management in today's corporate world is marked by constant disruptions and turbulence. The emergence of Artificial Intelligence (AI) and Emotional Intelligence (EI) presents opportunities for automation, optimization, and effective leadership, but it also raises concerns about job displacement and the need to bridge the gap between these two domains. AI and Emotional Intelligence for Modern Business Management: Bridging the Gap and Nurturing Success offers solutions to closing the knowledge gap. This book provides comprehensive insights and practical strategies to academic scholars, researchers, practitioners, educators, and students. Targeting a diverse audience, this book serves as a solution-oriented resource for navigating the complexities of AI and EI in business management. By addressing both AI and EI, the book equips readers with the necessary tools to integrate these domains seamlessly into modern business management practices, stimulating informed discussions, inspiring innovative approaches, and fostering a deeper understanding of the opportunities and challenges posed by these emerging fields.

Addressing Corporate Scandals and Transgressions Through Governance and Social Responsibility

Addressing Corporate Scandals and Transgressions Through Governance and Social Responsibility
Title Addressing Corporate Scandals and Transgressions Through Governance and Social Responsibility PDF eBook
Author Lopes, Carlos Flórido
Publisher IGI Global
Pages 337
Release 2023-09-28
Genre Business & Economics
ISBN 1668478870

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Despite the evolution of corporate governance in the last 30 years, corporate scandals have not stopped appearing in the media and academic documents. Therefore, this book presents a multidisciplinary study of corporate governance, as its mechanisms to reduce conflicts of interest and risk management must act as preventers of ethical and financial problems. The number of corporate scandals began to grow in the 1960s and peaked in the 1990s. From the first decade of the 2000s onwards, a remarkable evolution has taken place in the regulation market. However, new scandals continued to take place including the Subprime Crisis of 2008. New concepts such as corporate social responsibility (CRS), independence, gender diversity, and shell companies were incorporated. Until 2008 the scandals were mainly financial. Now, cases of corruption, environmental accidents, unsafe working conditions, child labor, and the political influence of power are increasing, which this book intends to address. It is critical to explore methodologies that allow collaboration among companies, regulatory entities, and those that guide their behavior and to ensure that they are consistent with the values of ethics, legality, disclosure, social responsibility, and accountability. Addressing Corporate Scandals and Transgressions Through Governance and Social Responsibility examines the tools of management and control that can be used as enforcement mechanisms of corporate governance and social responsibility and provides critical research on how to improve, discuss, and develop theories around fraud, corruption, ethics, corporate governance, and corporate social responsibility. Covering topics such as corporate scandal, human rights, and business fraud, this publication is ideal for corporate governance and social responsibility professionals such as accountants, auditors, tax officers, counsellors, directors, and managers as well as researchers, investors, and regulatory bodies and authorities.

Management Strategies and Tools for Addressing Corruption in Public and Private Organizations

Management Strategies and Tools for Addressing Corruption in Public and Private Organizations
Title Management Strategies and Tools for Addressing Corruption in Public and Private Organizations PDF eBook
Author Pérez-Uribe, Rafael Ignacio
Publisher IGI Global
Pages 331
Release 2023-06-14
Genre Business & Economics
ISBN 1668485389

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Corruption is a phenomenon as old as civilization itself within the history of humanity, and it has presented itself in society with different intensities and various nuances. Many authors have described corruption as the action and effect of corrupting or becoming corrupted, but it also includes the use of the functions and means of organizations (public or private) for economic benefit or some other form of benefit. Corruption has thus become one of the main threats to democracy and governance because the principles of good governance are violated and the ethical precepts within society are defied. Management Strategies and Tools for Addressing Corruption in Public and Private Organizations explores the phenomenon of corruption in its entire context, analyzes it as dysfunctionality in the managerial practice of public and private organizations, and provides methods for monitoring, treating, and prevention. Covering topics such as anti-corruption organizational structure, rehabilitation systems, and shadow economy, this book is ideal for academicians, students, government officials, public and private organizations, and more.

Research Anthology on Business Continuity and Navigating Times of Crisis

Research Anthology on Business Continuity and Navigating Times of Crisis
Title Research Anthology on Business Continuity and Navigating Times of Crisis PDF eBook
Author Management Association, Information Resources
Publisher IGI Global
Pages 1907
Release 2022-01-07
Genre Business & Economics
ISBN 1668445042

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When the COVID-19 pandemic caused a halt in global society, many business leaders found themselves unprepared for the unprecedented change that swept across industry. Whether the need to shift to remote work or the inability to safely conduct business during a global pandemic, many businesses struggled in the transition to the “new normal.” In the wake of the pandemic, these struggles have created opportunities to study how businesses navigate these times of crisis. The Research Anthology on Business Continuity and Navigating Times of Crisis discusses the strategies, cases, and research surrounding business continuity throughout crises such as pandemics. This book analyzes business operations and the state of the economy during times of crisis and the leadership involved in recovery. Covering topics such as crisis management, entrepreneurship, and business sustainability, this four-volume comprehensive major reference work is a valuable resource for managers, CEOs, business leaders, entrepreneurs, professors and students of higher education, researchers, and academicians.

Handbook of Research on Institutional, Economic, and Social Impacts of Globalization and Liberalization

Handbook of Research on Institutional, Economic, and Social Impacts of Globalization and Liberalization
Title Handbook of Research on Institutional, Economic, and Social Impacts of Globalization and Liberalization PDF eBook
Author Bayar, Yilmaz
Publisher IGI Global
Pages 699
Release 2020-11-06
Genre Political Science
ISBN 1799844609

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Globalization is a multi-dimensional concept reflecting the increased economic, social, cultural, and political integration of countries. There has been no pinpointed consensus on the history of globalization; however, the globalization process has gained significant speed as of the 1980s in combination with liberalization. Many countries have removed or loosened barriers over the international flows of goods, services, and production factors. In this context, both liberalization and globalization have led to considerable institutional, economic, social, cultural, and political changes in the world. The liberalization and globalization processes have affected economic units, institutions, cultures, social lives, and national and international politics. The Handbook of Research on Institutional, Economic, and Social Impacts of Globalization and Liberalization provides a comprehensive evaluation of the institutional, economic, and social impacts of globalization and liberalization processes across the world. While highlighting topics like economics, finance, business, and public administration, this book is ideally intended for government officials, policymakers, practitioners, stakeholders, researchers, and academicians interested in the international impacts of globalization and liberalization across a variety of different domains.