Algorithmic Approaches to Financial Technology: Forecasting, Trading, and Optimization PDF Download

Author: Singh, Amandeep
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 285

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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: El Bachir Boukherouaa
Publisher: International Monetary Fund
ISBN: 1589063953
Category : Business & Economics
Languages : en
Pages : 35

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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: Roy S. Freedman
Publisher: Elsevier
ISBN: 0080461840
Category : Business & Economics
Languages : en
Pages : 365

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Book Description
The financial technology environment is a dynamic, high-pressured, fast-paced world in which developing fast and efficient buy-and-sell order processing systems and order executing (clearing and settling) systems is of primary importance. The orders involved come from an ever-changing network of people (traders, brokers, market makers) and technology. To prepare people to succeed in this environment, seasoned financial technology veteran Roy Freedman presents both the technology and the finance side in this comprehensive overview of this dynamic area. He covers the broad range of topics involved in this industry--including auction theory, databases, networked computer clusters, back-office operations, derivative securities, regulation, compliance, bootstrap statistics, optimization, and risk management—in order to present an in-depth treatment of the current state-of-the-art in financial technology. Each chapter concludes with a list of exercises; a list of references; a list of websites for further information; and case studies. - With amazing clarity, Freedman explains both the technology side and the finance side of financial technology - Accessible to both finance professionals needing to upgrade their technology knowledge and technology specialists needing to upgrade their finance knowledge

Author: Taneja, Sanjay
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 378

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Book Description
In the field of finance, the pervasive influence of algorithms has transformed the very fabric of the industry. Today, over 75% of trades are orchestrated by algorithms, making them the linchpin for trade automation, predictions, and decision-making. This algorithmic reliance, while propelling financial services into unprecedented efficiency, has also ushered in a host of challenges. As the financial sector becomes increasingly algorithm-driven, concerns about risk assessment, market manipulation, and the ethical implications of automated decision-making have taken center stage. Artificial Intelligence and Machine Learning-Powered Smart Finance, meticulously examines the intersection of computational finance and advanced algorithms and the challenges associated with this technology. As algorithms permeate various facets of financial services, the book takes a deep dive into their applications, spanning forecasting, portfolio optimization, market trends analysis, and cryptoanalysis. It sheds light on the role of AI-based algorithms in personnel selection, implementing trusted financial services, developing recommendation systems for financial platforms, and detecting fraud, presenting a compelling case for the integration of innovative solutions in the financial sector. As the book unravels the intricate tapestry of algorithmic applications in finance, it also illuminates the ethical considerations and governance frameworks essential for navigating the delicate balance between technological innovation and responsible financial practices.

Author: Albastaki, Yousif Abdullatif
Publisher: IGI Global
ISBN: 1799832597
Category : Business & Economics
Languages : en
Pages : 367

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Book Description
FinTech is encouraging various new practices, such as diminishing the use of cash in different countries, increasing rate of mobile payments, and introducing new algorithms for high-frequency trading across national boundaries. It is paving the way for new technologies emerging in the information technology scene that allow financial service firms to automate existing business processes and offer new products, including crowdfunding or peer-to-peer insurance. These new products cater to hybrid client interaction and customer self-services, changing the ecosystem by increasing outsourcing for focused specialization by resizing and leading to new ecosystems and new regulations for encouraging FinTech. However, such new ecosystems are also accompanied by new challenges. Innovative Strategies for Implementing FinTech in Banking provides emerging research exploring the theoretical and practical aspects of technology inclusion in the financial sector and applications within global financing. It provides a clear direction for the effective implementation of FinTech initiatives/programs for improving banking financial processes, financial organizational learning, and performance excellence. Featuring coverage on a broad range of topics such as artificial intelligence, social financing, and customer satisfaction, this book encourages the management of the financial industry to take a proactive attitude toward FinTech, resulting in a better decision-making capability that will support financial organizations in their journey towards becoming FinTech-based organizations. As such, this book is ideally designed for financial analysts, finance managers, finance administrators, banking professionals, IT consultants, researchers, academics, students, and practitio

Author: Lakhera, Girish
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 581

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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: Singh, Kuldeep
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 328

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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: Gupta, Swati
Publisher: IGI Global
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 426

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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: Taherdoost, Hamed
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 407

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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: Taneja, Sanjay
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 634

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Book Description
Neuromarketing plays a significant role in sustainable finance by tapping into the emotional and cognitive factors that influence investor decisions regarding socially and environmentally responsible investments. It helps financial institutions understand how individuals respond to sustainability messages, enabling them to craft more persuasive campaigns that resonate with investors’ values. By leveraging insights into behavior and decision-making processes, neuromarketing enhances the appeal of sustainable finance, encourages greener investment choices, and helps align financial practices with the growing demand for ethical, long-term impact solutions. Neuromarketing's Role in Sustainable Finance explores the intersection of neuromarketing and sustainable finance, revealing how insights from cognitive neuroscience can drive environmentally responsible investment behaviors. It examines subconscious factors influencing consumer decisions toward green investments, offering theoretical frameworks and practical applications to understand and promote ethical financial choices. Covering topics such as behavioral finance, environmental awareness, and investor patterns, this book is an excellent resource for scholars, researchers, financial professionals, marketers, business professionals, academicians, graduate and postgraduate students, and more.