Revolutionizing Finance Leveraging Artificial Intelligence Machine Learning And Big Data For Smarter Credit Risk And Fraud Protection
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Revolutionizing Finance Leveraging Artificial Intelligence Machine Learning And Big Data For Smarter Credit Risk And Fraud Protection
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Author : Harish Kumar Sriram
language : en
Publisher: Deep Science Publishing
Release Date : 2025-04-26
Revolutionizing Finance Leveraging Artificial Intelligence Machine Learning And Big Data For Smarter Credit Risk And Fraud Protection written by Harish Kumar Sriram and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-26 with Business & Economics categories.
In today’s fast-paced digital economy, financial institutions are facing increasing pressure to make smarter, faster, and more secure decisions. As global markets grow more interconnected and cyber threats more sophisticated, traditional approaches to credit risk assessment and fraud prevention are no longer sufficient. Revolutionizing Finance: Leveraging AI, ML, and Big Data for Smarter Credit Risk and Fraud Protection presents a forward-looking perspective on how intelligent technologies are transforming the foundations of financial security and trust. This book is the product of years of research, industry observation, and a deep belief that innovation is the key to sustainable financial health. Artificial intelligence (AI), machine learning (ML), and big data analytics have evolved from buzzwords into essential tools for financial resilience. They offer the ability to detect patterns, predict risk, and prevent fraud in ways that were unimaginable just a decade ago. Our goal is to demystify these technologies and demonstrate how they can be applied to create more dynamic and accurate credit models, reduce false positives in fraud detection, and increase operational efficiency. By blending theory with real-world applications, we provide readers with both the foundational knowledge and practical insights needed to embrace and implement these transformative tools. This book is designed for financial professionals, data scientists, policymakers, and anyone with a vested interest in the future of finance. We aim to empower readers with the confidence to lead change, harness data intelligently, and build systems that are not only reactive but predictive and proactive. As we stand at the intersection of finance and technology, we invite you to explore the possibilities and challenges that lie ahead. The journey to revolutionized finance starts here — and it's powered by intelligence, innovation, and data.
Generative Ai In Fintech Revolutionizing Finance Through Intelligent Algorithms
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Author : Soumi Dutta
language : en
Publisher: Springer Nature
Release Date : 2025-03-19
Generative Ai In Fintech Revolutionizing Finance Through Intelligent Algorithms written by Soumi Dutta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-19 with Computers categories.
This book delves into the intersection of generative artificial intelligence (AI) and the financial Technology (FinTech) industry. This book provides a comprehensive exploration of how Generative AI, a cutting-edge subset of artificial intelligence, is fundamentally altering the landscape of finance. It meticulously unravels the intricate ways in which advanced algorithms, powered by generative AI, are transforming traditional financial processes, decision-making, risk assessment, portfolio management, fraud detection, and more. Through a detailed analysis of theoretical concepts and practical applications, we illustrate how generative AI techniques, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs), are empowering FinTech applications to generate synthetic financial data, optimize trading strategies, and enhance customer experiences. Readers will gain a deep understanding of the potential of generative AI to create realistic financial scenarios, model market behaviour, and simulate various economic conditions for better planning and strategizing. Moreover, this book offers insights into ethical considerations and potential challenges associated with the use of generative AI in the FinTech domain, emphasizing the importance of responsible and accountable deployment. Additionally, Generative AI in FinTech serves as a practical guide for professionals, researchers, and enthusiasts seeking to implement generative AI solutions within the financial sector. It presents case studies and real-world examples that demonstrate the effectiveness and impact of generative AI in various FinTech applications.
Artificial Intelligence And Machine Learning Powered Smart Finance
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Author : Taneja, Sanjay
language : en
Publisher: IGI Global
Release Date : 2024-02-12
Artificial Intelligence And Machine Learning Powered Smart Finance written by Taneja, Sanjay and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-12 with Business & Economics categories.
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.
The Intelligent Ledger Harnessing Artificial Intelligence Big Data And Cloud Power To Revolutionize Finance Credit And Security
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Author : Murali Malempati
language : en
Publisher: Deep Science Publishing
Release Date : 2025-04-26
The Intelligent Ledger Harnessing Artificial Intelligence Big Data And Cloud Power To Revolutionize Finance Credit And Security written by Murali Malempati and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-26 with Business & Economics categories.
The financial world is undergoing a profound transformation, fueled by the convergence of artificial intelligence (AI), big data, and cloud technology. These powerful forces are not just enhancing existing systems; they are reshaping the very foundations of how finance, credit, and security operate. The Intelligent Ledger: Harnessing AI, Big Data, and Cloud Power to Revolutionize Finance, Credit, and Security is a guide to understanding and thriving in this rapidly evolving landscape. This book was born from a deep recognition of the urgent need for innovation in financial processes. Traditional methods, once reliable, are now too slow, too rigid, and too vulnerable for the demands of the digital age. By embracing AI’s learning capabilities, big data’s vast insights, and the cloud’s scalability, organizations and individuals alike can unlock smarter, faster, and more secure ways of managing financial operations. Throughout these pages, we aim to illuminate how these technologies work together to create an intelligent ledger — a dynamic, responsive, and resilient system that redefines accuracy, transparency, and trust. We explore practical applications, emerging trends, and real-world success stories, offering a clear roadmap for professionals, decision-makers, and innovators who are ready to lead the charge into the future. This book is not only about technology; it is about the mindset needed to adapt, evolve, and reimagine finance for a new era. The intelligent ledger is more than a tool — it is a vision for a smarter financial ecosystem where agility, foresight, and security are the new standards. We are excited to share this journey with you and hope it inspires you to see beyond today’s challenges and envision the extraordinary possibilities ahead.
Dynamic And Safe Economy In The Age Of Smart Technologies
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Author : Nozari, Hamed
language : en
Publisher: IGI Global
Release Date : 2025-04-29
Dynamic And Safe Economy In The Age Of Smart Technologies written by Nozari, Hamed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-29 with Business & Economics categories.
In the evolving economic landscape, the integration of smart technologies has fundamentally reshaped global economies. These technologies offer opportunities for innovation, productivity, and economic growth, driving new business models and creating potential for wealth generation. However, with these advancements come significant challenges, particularly in ensuring economic systems remain secure, inclusive, and adaptable. As smart technologies continue to disrupt traditional industries and labor markets, ensuring a dynamic and safe economy becomes crucial. Balancing these factors involves fostering an environment where technological progress is used for social improvements while guarding against risks like cyber threats, job displacement, and economic inequality. Further research is necessary to build a dynamic and safe economy in the age of smart technologies. Dynamic and Safe Economy in the Age of Smart Technologies explores the integration of smart technology in economic landscapes. It examines challenges related to building safe and secure economies for improved privacy, productivity, and equality. This book covers topics such as biotechnology, blockchain, and cybersecurity, and is a useful resource for economists, business owners, researchers, academicians, data scientists, and security professionals.
Financial Technology Fintech New Way Of Doing Business
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Author : Mr. Govind Singh
language : en
Publisher: Ink of Knowledge
Release Date : 2023-08-06
Financial Technology Fintech New Way Of Doing Business written by Mr. Govind Singh and has been published by Ink of Knowledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-06 with Business & Economics categories.
FINTECH's books are a major guide to the financial technology revolution and the turmoil, innovation and opportunities within it. Written by renowned sort leaders in the world's fin-tech investment space, this book brings together insights from different industries into one informative volume that leverages this profitable market for entrepreneurs, bankers and investors. We will provide you with the answers you need to do. Key industry developments are detailed and important insights from cutting-edge practitioners provide direct information and lessons learned. The fin-tech industry is booming and entrepreneurs, bankers, advisors, investors and wealth managers are looking for more information. Who are the main players? What is driving explosive growth? What are the risks? This book summarizes insights, knowledge, and guidance from industry experts and provides answers to these questions. • Learn about the latest industry trends • Capturing the market dynamics of the "Fin-tech Revolution" • Understand the potential of the sector and its impact on related industries • Gain expert insights on investment and entrepreneurial opportunities The fin-tech market reached more than $ 14 billion in 2014, triple the previous year. New startups are emerging faster than ever, forcing large banks and insurers to step up their digital operations to survive. The fin-tech sector is booming and the fin-tech book is the first crowd source book on this subject anywhere in the world and is a valuable resource for anyone working or interested in this area.
Study Guide To Strategic It Management
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Author : cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2024-10-26
Study Guide To Strategic It Management written by cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Business & Economics categories.
Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com
Examining Global Regulations During The Rise Of Fintech
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Author : Justin, Mercia Selva Malar
language : en
Publisher: IGI Global
Release Date : 2024-09-25
Examining Global Regulations During The Rise Of Fintech written by Justin, Mercia Selva Malar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-25 with Business & Economics categories.
The fintech industry's rapid growth is revolutionizing the global financial sector by providing unparalleled convenience and innovation. However, this disruptive force also brings challenges, particularly in regulation. With fintech evolving at breakneck speed, traditional regulatory frameworks struggle to keep pace, leading to potential risks and uncertainties for economies and financial systems worldwide. Without adequate and adaptable regulations, the benefits of fintech could be overshadowed by its disruptive potential, impacting financial stability and consumer trust. Examining Global Regulations During the Rise of Fintech offers a comprehensive analysis of Fintech regulations across nations, providing insights into the diverse approaches and their impacts. By examining the experiences of different countries, the book helps policymakers, industry professionals, and academics understand what works and what doesn't in fintech regulation. It offers frameworks and recommendations to promote innovation while ensuring financial stability. It is an essential guide in the rapidly evolving fintech ecosystem.
Disrupting Finance
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Author : Theo Lynn
language : en
Publisher: Palgrave Pivot
Release Date : 2018-12-19
Disrupting Finance written by Theo Lynn and has been published by Palgrave Pivot this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-19 with Business & Economics categories.
This open access Pivot demonstrates how a variety of technologies act as innovation catalysts within the banking and financial services sector. Traditional banks and financial services are under increasing competition from global IT companies such as Google, Apple, Amazon and PayPal whilst facing pressure from investors to reduce costs, increase agility and improve customer retention. Technologies such as blockchain, cloud computing, mobile technologies, big data analytics and social media therefore have perhaps more potential in this industry and area of business than any other. This book defines a fintech ecosystem for the 21st century, providing a state-of-the art review of current literature, suggesting avenues for new research and offering perspectives from business, technology and industry.
Multidisciplinary Research In Arts Science Commerce Volume 2
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Author : Chief Editor- Biplab Auddya, Editor- Dr. T. Prabakaran, Dr. Bandi Kalyani, Dr. Nisha, Prof Dr M Devendra, Dr. Anita Konwar, V.Geetha
language : en
Publisher: The Hill Publication
Release Date : 2024-08-07
Multidisciplinary Research In Arts Science Commerce Volume 2 written by Chief Editor- Biplab Auddya, Editor- Dr. T. Prabakaran, Dr. Bandi Kalyani, Dr. Nisha, Prof Dr M Devendra, Dr. Anita Konwar, V.Geetha and has been published by The Hill Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-07 with Antiques & Collectibles categories.