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Author: Singh, Amandeep Publisher: IGI Global ISBN: Category : Business & Economics Languages : en Pages : 285
Book Description
Today, algorithms steer and inform more than 75% of modern trades. These mathematical constructs play an intricate role in automating processes, predicting market trends, optimizing portfolios, and fortifying decision-making in the financial domain. In an era where algorithms underpin the very foundation of financial services, it is imperative to hold a deep understanding of the intricate web of computational finance. Algorithmic Approaches to Financial Technology: Forecasting, Trading, and Optimization takes a comprehensive approach, spotlighting the fusion of artificial intelligence(AI) and algorithms in financial operations. The chapters explore the expansive landscape of algorithmic applications, from scrutinizing market trends to managing risks. The emphasis extends to AI-driven personnel selection, implementing trusted financial services, crafting recommendation systems for financial platforms, and critical fraud detection. This book serves as a vital resource for researchers, students, and practitioners. Its core strength lies in discussing AI-based algorithms as a catalyst for evolving market trends. It provides algorithmic solutions for stock markets, portfolio optimization, and robust financial fraud detection mechanisms.
Author: Amandeep Singh Publisher: ISBN: Category : Business & Economics Languages : en Pages : 0
Book Description
"This unique edited book provides a competitive edge in the financial sector by offering a platform for research. It explores the applications of AI-based algorithms for evolving market trends, with a focus on algorithm-based financial solutions for the stock market, portfolio optimization, and financial fraud detection"--
Author: Singh, Amandeep Publisher: IGI Global ISBN: Category : Business & Economics Languages : en Pages : 285
Book Description
Today, algorithms steer and inform more than 75% of modern trades. These mathematical constructs play an intricate role in automating processes, predicting market trends, optimizing portfolios, and fortifying decision-making in the financial domain. In an era where algorithms underpin the very foundation of financial services, it is imperative to hold a deep understanding of the intricate web of computational finance. Algorithmic Approaches to Financial Technology: Forecasting, Trading, and Optimization takes a comprehensive approach, spotlighting the fusion of artificial intelligence(AI) and algorithms in financial operations. The chapters explore the expansive landscape of algorithmic applications, from scrutinizing market trends to managing risks. The emphasis extends to AI-driven personnel selection, implementing trusted financial services, crafting recommendation systems for financial platforms, and critical fraud detection. This book serves as a vital resource for researchers, students, and practitioners. Its core strength lies in discussing AI-based algorithms as a catalyst for evolving market trends. It provides algorithmic solutions for stock markets, portfolio optimization, and robust financial fraud detection mechanisms.
Author: Christian L. Dunis Publisher: Springer ISBN: 1137488808 Category : Business & Economics Languages : en Pages : 349
Book Description
As technology advancement has increased, so to have computational applications for forecasting, modelling and trading financial markets and information, and practitioners are finding ever more complex solutions to financial challenges. Neural networking is a highly effective, trainable algorithmic approach which emulates certain aspects of human brain functions, and is used extensively in financial forecasting allowing for quick investment decision making. This book presents the most cutting-edge artificial intelligence (AI)/neural networking applications for markets, assets and other areas of finance. Split into four sections, the book first explores time series analysis for forecasting and trading across a range of assets, including derivatives, exchange traded funds, debt and equity instruments. This section will focus on pattern recognition, market timing models, forecasting and trading of financial time series. Section II provides insights into macro and microeconomics and how AI techniques could be used to better understand and predict economic variables. Section III focuses on corporate finance and credit analysis providing an insight into corporate structures and credit, and establishing a relationship between financial statement analysis and the influence of various financial scenarios. Section IV focuses on portfolio management, exploring applications for portfolio theory, asset allocation and optimization. This book also provides some of the latest research in the field of artificial intelligence and finance, and provides in-depth analysis and highly applicable tools and techniques for practitioners and researchers in this field.
Author: Lakhera, Girish Publisher: IGI Global ISBN: Category : Computers Languages : en Pages : 581
Book Description
The digital age has ushered in an era of incredible innovation, but it's also opened the door to new threats. Deepfakes, hyper-realistic manipulated videos and images, are blurring the lines between truth and fiction. Malicious actors can use deepfakes to create fake news that sways elections, fabricate celebrity scandals to damage reputations, or even launch targeted attacks against businesses. This loss of trust can have a devastating impact on individuals, society as a whole, and especially organizations struggling to maintain brand integrity and secure operations. Navigating the World of Deepfake Technology equips you to understand deepfakes, from their work to the legal issues surrounding them. It also provides practical strategies to identify deepfakes and mitigate their risks, empowering you to protect yourself and your organization. Whether you're a business leader, journalist, or simply someone concerned about the impact of deepfakes, this book is essential reading. It's your key to staying informed and safeguarding yourself in a world increasingly reliant on digital media.
Author: Gupta, Swati Publisher: IGI Global ISBN: Category : Technology & Engineering Languages : en Pages : 426
Book Description
In the ever-evolving landscape of management, the introduction of robo-advisors has introduced challenges and opportunities that require careful examination. Organizations grapple with the profound impact of these automated systems on decision-making processes, resource allocation, and strategic planning. The need for a comprehensive understanding of how robo-advisors integrate into various management functions and sectors has become paramount. Decision-makers, researchers, and students seeking clarity in this transformative period are faced with a shortage of literature that bridges theoretical insights with practical applications. Robo-Advisors in Management stand out as a pioneering solution to this crucial gap in the existing body of knowledge. This book does not merely explore the challenges presented by robo-advisors; it delves into the heart of these challenges and navigates the diverse applications of these technologies in sectors ranging from wealth management to healthcare and real estate. By seamlessly blending theoretical foundations with real-world scenarios, the book equips both professionals and academics with the tools needed to comprehend and harness the potential of robo-advisors. It is an invaluable resource for decision-makers looking to optimize their strategies, researchers seeking in-depth insights, and students aspiring to navigate the intersection of management and fintech.
Author: Singh, Kuldeep Publisher: IGI Global ISBN: Category : Business & Economics Languages : en Pages : 328
Book Description
In the field of Corporate Social Responsibility (CSR) and sustainability, a profound challenge emerges the intersection of traditional practices with the relentless march of technology. Companies face a pressing dilemma as they navigate mandatory and voluntary CSR requirements, grapple with stakeholder demands, and strive for transparency in a digitally-driven era. The relationship between technology and CSR has become a pivotal concern, affecting compliance, monitoring, reporting, and ultimately, the very fabric of corporate reputation. This challenge calls for a nuanced understanding, and it is precisely this void that the book, Technology-Driven Evolution of the Corporate Social Responsibility Ecosystem, aims to fill. The central predicament lies in the dynamic evolution of CSR practices against the backdrop of technological advancements. As companies seek to balance mandatory and voluntary CSR initiatives, the landscape is fraught with complexities. Stakeholders, armed with technology, demand accountability, and transparency, pressuring companies to adapt swiftly. The challenge extends to the need for effective reporting, maintaining social legitimacy, and navigating the intricacies of CSR governance in a rapidly digitizing world. The traditional norms of CSR are being reshaped, requiring businesses to not only comprehend but also harness technology to align with societal expectations and environmental imperatives.
Author: Taherdoost, Hamed Publisher: IGI Global ISBN: Category : Business & Economics Languages : en Pages : 407
Book Description
In the world of FinTech, scholars face an overwhelming dilemma; it is challenging to access comprehensive and up-to-date information across various regions with regards to timeliness. The transformative power of FinTech, driven by innovations such as blockchain, AI analytics, and mobile payment systems, has reshaped financial transactions, influenced economic growth, and spurred competition among traditional financial institutions. However, the lack of a comprehensive, scholarly resource hinders the ability of academics, policymakers, and industry professionals to navigate and comprehend these intricate developments. The need for a centralized repository of knowledge has become increasingly urgent, hindering the collective understanding of the complex dynamics of FinTech on a global scale. Exploring Global FinTech Advancement and Applications stands as a groundbreaking solution to the academic community's pressing need for a comprehensive understanding of this global financial landscape. Through meticulous assessments of countries across each global region, each chapter delves into market size, FinTech adoption rates, services offered, key players, investments, infrastructure, government policies, economic impacts, security concerns, academic research synthesis, and future trends. By consolidating this wealth of information, the book becomes an indispensable reference guide for scholars, researchers, policymakers, investors, and industry professionals seeking to navigate the intricate dynamics of FinTech on a global scale.
Author: El Bachir Boukherouaa Publisher: International Monetary Fund ISBN: 1589063953 Category : Business & Economics Languages : en Pages : 35
Book Description
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.
Author: Jungo, João Publisher: IGI Global ISBN: Category : Business & Economics Languages : en Pages : 346
Book Description
In today's world, financial inclusion has emerged as a critical tool for fostering inclusive economic growth and achieving sustainable development goals. The Role of Financial Inclusion for Reaching Sustainable Development Goals presents a comprehensive exploration of the subject, offering a vital resource for anyone seeking to grasp the intricacies of this dynamic and evolving field. This book assembles a collection of cutting-edge research on financial inclusion, featuring contributions from diverse contributing authors with expertise in various aspects of finance and economics. The volume is structured to examine the main trends and challenges surrounding financial inclusion, while shedding light on its implications for different economies and societies. From the determinants of financial inclusion to its effects on economic agents, financial institutions, and entire economies, each chapter delves into crucial questions, exploring both the theoretical and empirical aspects of the topic. By examining the challenges and implications of financial inclusion in an international context, this book emerges as a relevant and timely reference for policymakers, academics, and financial professionals alike. This book emphasizes the broader social and political impact of financial inclusion, discussing its correlation with issues such as gender inequality, education expenses, health expenses, access to water and sanitation, environmental inequality, and energy needs.
Author: Aloka, Peter Jo Publisher: IGI Global ISBN: Category : Education Languages : en Pages : 582
Book Description
Higher education institutions grapple with a pressing challenge: the well-being of their students. Amidst the transition to university life, students face a myriad of stressors, from academic pressures to managing finances and social connections. Yet, there needs to be more robust evidence and focused literature addressing this critical issue. Delving deep into the complexities of student well-being, Student Well-Being in Higher Education Institutions presents a comprehensive analysis of the factors influencing mental, emotional, and social health in higher education settings. This book explores the intrinsic and extrinsic elements shaping student well-being through meticulously curated chapters, from risk factors to protective mechanisms. By offering evidence-based strategies and practical recommendations, the book empowers readers to proactively address students' challenges, fostering a supportive environment conducive to flourishing.