Comprehensive resource exploring how recent advancements in computational capabilities open doors to new applications in wave scattering A Data Engineering Approach to Wave Scattering Analysis applies scattering analysis to many applications including radar, sonar, medical diagnosis, intelligent robotics, and more, enabling readers to implement new and better measurements with both novel instrumentation and artificial intelligence that automates the interpretation of various (and multiple) imaging data streams. Composed of 10 chapters, this book brings together separate scientific topics that share a common basis of knowledge and their unchanged mathematical techniques to ensure successful results. Through periodic exercises, this book reinforces the importance of revisiting derivations and reproducing established results. It also delves into the individuals who shaped scientific methods and technologies, exploring 81 notable names and providing insights into their professional journeys. Classic results from scattering are included in each chapter, and rather than simply pasting in plots from classic papers, these results have largely been reproduced for a more coherent reader experience. Written by an established academic in the field, A Data Engineering Approach to Wave Scattering Analysis includes information on various topics: Field equations, covering strain as a dimensionless measure of deformation, generalized Hooke's Law, and elastic and acoustic waves Reflection and refraction, covering reflection from a free surface and surface waves as well as the wave model of acoustic microscopy Guided waves, covering torsional modes, longitudinal waves, and flexural waves in rods, as well as data engineering for lamb wave tomography Inverse scattering, covering wavelet transforms and fingerprinting as well as applications of wavelet fingerprints such as roof fall detection A Data Engineering Approach to Wave Scattering is an essential up-to-date reference on the subject for researchers interested in radar, sonar, medical imaging, structural health monitoring, manufacturing process control, and autonomous vehicles, as well as upper-level undergraduates and graduate students in related programs of study.
Enables readers to understand how machine learning and blockchain technologies can enhance cybersecurity of systems in smart and intelligent environments. AI-Embedded Blockchain Technologies and Applications: Enhancing Cybersecurity Systems in Smart Environments explores the intersection of two cutting-edge technologies, machine learning and blockchain, and their potential to enhance the cybersecurity of systems in smart and intelligent environments. This book also delivers expert insight and practical tips on emerging trends and recent advancements in the fields of artificial intelligence, cyber security, smart healthcare, and smart cities. The book begins with an introduction to the growing challenges of cybersecurity in smart and intelligent environments, highlighting the increasing complexity and interconnectedness of modern systems which leads to vulnerabilities and the need for innovative solutions. From there, the book provides an expansive overview of each technology, with key insight into how they can be used together to achieve superior performance. Real-world case studies and practical implementations of covered technologies are included throughout, with information on implementation challenges, benefits, lessons learned, and much more. Edited by three highly qualified academics and contributed to by leaders in the field, AI-Embedded Blockchain Technologies and Applications: Enhancing Cybersecurity Systems in Smart Environments covers sample topics, including: Supervised and unsupervised learning, classification, regression, clustering, deep learning, neural networks, and reinforcement learning Cybersecurity, cloud, secure data storage, identity management, secure communication protocols, intrusion detection, malware analysis, anomaly detection, and threat intelligence Fundamental components of a blockchain such as blocks, transactions, consensus mechanisms, cryptographic hashing, and smart contracts Blockchain scalability, privacy-preserving techniques, and the integration of other technologies such as Internet of Things (IoT) and edge computing. Written in accessible language and bridging the gap between theory and practice, AI-Embedded Blockchain Technologies and Applications: Enhancing Cybersecurity Systems in Smart Environments is an essential resource on secure, smart and intelligent environments for specialists, analysts, engineers, scholars, and researchers in related fields.
A pioneering study on Islamic spirituality in Southeast Asia, presenting a fresh approach to the longevity of the Sufi dialogical tradition Contemplating Sufism explores the factors and forces that have enabled Islam to assert and embed itself in Southeast Asia. Using a unique "contemplative histories" methodology, Khairudin Aljunied reveals the multiple undercurrents that continue to influence Sufi thought and practices. The book argues that the Sufis employed creative and spirited dialogues with themselves and those they encountered to sustain their importance in Southeast Asia for many centuries. Engaging and highly readable, Contemplating Sufism is filled with vignettes and anecdotes of Southeast Asian Sufism, including the author's ethnographic observations and personal experiences living and learning about Sufism. Concise chapters illustrate the inventiveness of the Sufis in spreading their ideas while highlighting their influence on ideological, emotional, cultural, political, and social changes in Southeast Asia. Uncovering how and why Sufism became an energetic force in Southeast Asian history, this book: Provides an accessible and coherent synthesis of the latest scholarship in the fieldExplores the various modes of Sufi engagement across Southeast Asia, with special attention paid to dialogue and the making of traditionsOffers vivid descriptions and rich analyses of texts, ideas, people, practices, and institutions that aided in the development of SufismIncorporates new data from repositories in Singapore, Malaysia, Indonesia, Brunei, South Thailand, Britain, Australia, the Netherlands, and the United States Contemplating Sufism: Dialogue and Tradition across Southeast Asia is an excellent textbook for undergraduate and graduate courses on Sufism across disciplines, such as philosophy, political science, history religious studies, and anthropology. It is also a valuable resource for academics, analysts, social scientists, legal scholars, and historians with an interest in the subject.
Optical fabrication is the manufacture of optical elements such as passive optics--for example, lenses, transmission flats, mirrors, and prisms--and active optics--for example laser gain media, frequency converters, polarizers, and adaptive optics. Manufacturing next generation optics have been and will continue to be enablers for enhancing the performance of advance laser, imaging, and spectroscopy systems. During optical fabrication (which involves both grinding & polishing), complex mechanical & chemical interactions between the workpiece, lap/tool & slurry occur, and hence this has historically led to this field being more of an 'art' as opposed to being a 'science'. Over the past fifteen years, significant advances have been made in understanding the science of optical fabrication leading to processes that yield optics with improved surface figure, surface roughness, and surface quality (especially with respect to laser damage resistance). The recent scientific grand challenge achievement of nuclear fusion ignition at the Nation Ignition Facility (NIF) was enabled by monumental sets of advanced technologies in the areas of optics, targets, diagnostics, laser architecture, and high energy density physics computation.
An accessible, accurate, and up-to-date introduction to quantum field theory In the newly revised third edition of Quantum Field Theory, a team of distinguished researchers delivers an accessible introduction to the challenging concepts of quantum field theory, including brand-new content on the Higgs boson, anomalous magnetic moments, and applications of quantum chromodynamics and supporting experimental results. The text offers clear explanations and step-by-step derivations of the constituent equations and discusses their physical consequences. The authors effectively describe the foundational physics and formalism of quantum field theory, using Feynman diagrams to help readers become proficient in perturbation theory calculations. They also introduce the reader to gauge theories that are playing a central role in elementary particle physics. Inside the book: More detailed treatments of the Higgs boson and anomalous magnetic moments Comprehensive explorations of quantum electrodynamics, including its historical development and contributions to quantum field theory Practical discussions of weak interactions, including non-Abelian gauge groups and spontaneous symmetry breaking Up-to-date treatments of the Weinberg-Salam standard electro-weak theory Perfect for advanced undergraduate and graduate students in physics with an interest in theoretical and experimental particle physics, Quantum Field Theory is a gentle and accurate introduction to the challenging and intimidating concepts that make up the discipline.
Provides the tools and knowledge to develop and nurture the essential building blocks of a thriving life Understanding how to thrive, not just survive, has never been more critical in today's world. Grounded in over 25 years of peer-reviewed research, Feeling Well and Doing Well: PERMA+4 Pathways to Well-Being and Positive Functioning provides a comprehensive guide to the essential building blocks of flourishing. Authors Stewart Donaldson and Victoria Cabrera share the latest evidence while providing actionable insights on how positive psychology interventions can help cultivate happiness and resilience. With clear explanations of nine scientifically validated building blocks, including emotions, engagement, relationships, meaning, and accomplishment, Feeling Well and Doing Well equips readers with tools to build their well-being while empowering others to do the same. The PERMA+4 framework extends foundational work by integrating new insights into areas such as physical health, mindset, and economic security. Each easy-to-read chapter is packed with practical activities, step-by-step guidance, informational charts and figures, full-color images, "Key Takeaways, " and reflection questions. Offering practical strategies for anyone eager to lead a more fulfilling life, Feeling Well and Doing Well: Introduces the PERMA+4 framework, extending Martin Seligman's foundational well-being theory with new evidence Explains the science behind positive psychology interventions and why they work Integrates findings from more than 1,000 research studies on flourishing and well-being Covers practical applications for education, workplaces, healthcare, and personal growth Ideal for health practitioners, educators, workplace leaders, and well-being coaches, Well and Doing Well: PERMA+4 Pathways to Well-being and Positive Functioning is essential reading for undergraduate, graduate, and professional audiences. It is perfect for courses in positive psychology, public health, leadership, and organizational development, or as a reference for practitioners aiming to enhance well-being in diverse settings.
Comprehensive reference on multi energy hub (MEH) modeling, management, protection, and trading across energy exchange markets with supporting case studies Energy Management Strategies for Multi-Vectored Energy Hubs to Achieve Low Carbon Societies discusses the complex exchange process across different sources within an evolving set of technologies, presenting multi-vectored energy hub (MV-EH) modeling techniques and associated energy management strategies for their network architecture. This includes in-depth assessments of advanced energy conversion technologies, market mechanisms, and transactive energy management to ensure robust and flexible energy-sharing mechanisms. The book focuses on renewable energy integration in MV-EHs, advanced energy storage, and advance energy conversion technologies. Later chapters cover detailed analyses of Power-to-X (P2X) technologies, bioenergy integration, and emerging challenges in high-renewable penetration in energy hubs. Case studies of MV-EHs explore the latest advancements such as the carbon tax mechanism, carbon trading strategies, the role of hydrogen generation, and carbon storage to enhance MV-EH performance. Readers will find insights into the integration of carbon reduction techniques (CDR) and emission trading mechanisms, along with the role of bioenergy in building the low emission energy systems. Mathematical models of various new energy conversion systems such as power to gas (P2X), hydrogen storage, and hydrogen usage are also explored. Edited by a team of highly qualified authors, this book covers additional topics such as: Types of frameworks to manage network energy hubs, cooperative and non-cooperative strategies, and centralized, decentralized, and distributed system architectures Advanced energy conversion units such as electric heat pumps, combined heat and power units, gas boilers, absorption chillers, electric chillers, and energy storage units The role of bioenergy, power-to-X, hydrogen, carbon reduction techniques (CDR), carbon taxes, carbon market, and trading strategies in achieving low energy systems Technologies to enhance flexibility in MEHs such as electrical, heating, cooling, and community demand response programs The impact of high or full share of renewables and load-side uncertainties on MV-EH operations Delivering a thorough understanding of networked multi-vectored energy systems, and their role in sustainable energy transitions, Energy Management Strategies for Multi-Vectored Energy Hubs to Achieve Low Carbon Societies is an essential reference for engineers, researchers, and graduate students developing energy systems, smart grids, and decarbonization strategies.
Secure your financial independence and security with small, simple, yet powerful action steps you can take starting today! In the newly revised second edition to Clever Girl Finance, celebrated personal finance educator Bola Sokunbi delivers an update to the insightful and entertaining installment of her widely read handbook to personal finance for women everywhere. The author walks you through the basics of building a strong and prosperous financial future, showing you how to craft a resilient budget, improve your credit score, pay down debt, invest and build long term wealth. With this book, you'll: Identify your personal money values, goals, and beliefs to help guide your actions. Explore mindset shifts and developing good financial habits including overcoming limiting beliefs about money and cultivating healthy financial habits. Learn strategies to effectively manage and eliminate debt, such as creating a debt repayment plan, negotiating lower interest rates, and prioritizing high-interest debt. Gain insights into different saving strategies, including emergency funds, retirement savings, and other long-term financial goals. Learn about different investment options, risk management, and how to start investing even with a small amount of money. And much more Perfect for women looking for practical advice, actionable steps, and real-life examples they can apply to their own financial journey, Clever Girl Finance is an invaluable resource for anyone who wants to achieve financial independence and success!
Take immediate action toward achieving your financial goals with a collection of practical and easy-to-use worksheets, checklists, and other tools in your customized wealth plan! In the Clever Girl Finance Workbook, My Wealth Plan, renowned personal finance educator Bola Sokunbi delivers a practical toolkit that empowers you to strategically lay out your long-term financial plans and take immediate action on your financial goals. Sokunbi provides you with custom Q&A pages, financial worksheets, and checklists in which you can enter your personal answers and strategize your next steps. The tools in this workbook are organized in an intuitive and easy-to-find way, making it easy to fine tune your plans without becoming overwhelmed. You'll discover how to: Organize your financial records, track and assess your spending, calculate your net worth, define your money values, and set your financial goals Craft a functional budget to help you repay debt or build your savings Improve your credit, ensure you have the right insurance, and take advantage of the investment opportunities available to you Layout your strategy to earn more in your career and/or through a side hustle And much more Perfect for women who want to improve their financial knowledge and literacy, the Clever Girl Finance Workbook is also ideal for anyone looking for the tools they need to take immediate action to improve their personal finances. Use it as a companion to the Clever Girl Finance book series or as a standalone financial planning guide!
Unveiling the Path to Health Equity: A Transformative Guide to Law and Policy Achieving Health Equity: The Role of Law and Policy offers a groundbreaking exploration of how legal and policy frameworks shape health outcomes for marginalized populations, with a particular focus on racial minorities in the United States. This comprehensive guide dissects the complex interplay of factors determining health: 20% healthcare, 30% health behaviors, 40% social and economic factors, and 10% physical environment. Amid the backdrop of the COVID-19 pandemic and a national reckoning on racism, this timely work provides an urgent call to action and a practical roadmap for transformative change. It examines how laws and policies across sectors intersect to perpetuate or dismantle health inequities, offering concrete strategies for reform. Key features include: An ecosystem approach exploring four critical domains: healthcare access and quality, health behaviors, social and economic factors, and physical environmentAnalysis of emerging issues such as addressing the impact of climate change on health disparities, strategies for mitigating algorithmic bias in healthcare AI, and promoting equity in organ transplantation and clinical trialsExamination of cross-cutting themes like community engagement, civil rights protections, and data disaggregation to guide targeted interventionsCase studies and policy tools for dismantling structural drivers of health inequity Written in accessible language without sacrificing depth, this book illuminates complex concepts through relatable examples. It serves as an invaluable resource for a diverse audience including health system administrators implementing diversity, equity, and inclusion initiatives, public health officials and policymakers, legal professionals and advocates, researchers and students in health-related fields, community organizers and racial justice activists. Achieving Health Equity provides a comprehensive blueprint for leveraging law and policy to build a more just, equitable, and healthy future for all.
Community pharmacies are often the first source for information and advice when health problems arise. Increasingly patients are being referred to pharmacists by other health care professionals through Pharmacy First and similar schemes. This book presents a decision-making framework along with 'red flags', 'when to refer' and evidence-based treatment recommendations. A unique feature is that case studies appear throughout, in which pharmacists, doctors, nurses and patients describe assessment and treatment of a wide range of common problems. Highlights of this substantially updated Tenth edition are: The addition of seven major sections covering the initial Pharmacy First scheme in England: acute otitis media (AOM); impetigo; infected insect bites; shingles; acute sinusitis; sore throat; and uncomplicated urinary tract infection in women. A changed book title to reflect the increasing remit of community pharmacy in disease prevention, with extended content on topics such as blood pressure measurement and shingles vaccination. 'The consultation' expanded in a new chapter, including decisions about supplying antibiotics with a suggested framework to reflect antimicrobial stewardship. Pharmacy continuation of contraceptive pills and the Pharmacy Contraception service. Revisited and updated information on COVID-19 and long-COVID in the light of the transition of COVID-19 to an endemic state. Practicing and Foundation trainee pharmacists, as well as undergraduate pharmacy students and many other healthcare professionals, will find Symptoms in the Pharmacy: A Guide to the Management of Common Illnesses and Disease Prevention invaluable.
Up-to-date reference on building endowment, reserves, and enduring relationships in the modern world The Resilient Cause is a comprehensive overview of endowments and reserves, covering key changes brought about by the Tax Cuts and Jobs Act, the pandemic, and calls for social change which have caused dramatic shifts in donor behavior, market performance, and society's perceptions (good and bad) of endowed funds and the rising popularity of strategic reserves. This new publication reflects these changes and provides examples for attracting new kinds of assets like Cryptocurrency and building relationships that will sustain a cause for the future. Written by Laura MacDonald, Principal and Founder of Benefactor Group and frequent speaker at local, regional, and national conferences, The Resilient Cause covers every aspect of endowments and reserves from preplanning, to identifying, cultivating, and establishing prospective donors, all the way to marketing and measuring success. In this book, you'll learn about: Technical information describing endowments, balanced with some of the emerging critiques of endowments and growing preferences for strategic reserves Effective messaging strategies for endowment funds, such as the "follow-the-leader" effect and citing "donor agency" Use of data screening and AI tools, social media outreach, and behavioral research to increase donor engagement As interest in financial sustainability continues to grow, The Resilient Cause is an essential resource for nonprofit organizations, healthcare systems, universities, and others seeking to leverage the enormous transfer of wealth from generations demonstrating high levels of philanthropy and civic engagement.
Artificial Intelligence-Based System Models in Healthcare provide a comprehensive and insightful guide to the transformative applications of AI in the healthcare system. As technological advancements reshape medical practices, this handbook serves as a roadmap for researchers, healthcare professionals, and technology enthusiasts in the evolving healthcare delivery of AI-based systems. The contributor's and editors' knowledge provides a valuable resource to help understand how AI-based solutions will improve patient care and inspire the advancements of cutting-edge solutions. This book is edited into three sections, focusing on healthcare systems and AI-based system models. The first section explores the introduction to healthcare systems, focusing on the fundamental role of technology in reshaping the healthcare landscape. This section offers a unique perspective, emphasizing the integration of technology into healthcare ecosystems. The second part takes a deep dive into specific AI-based system model applications. From valuable insights into how AI systems offer valuable insights into the potential impact of patient outcomes, it also delves into topics of machine learning, image analysis, and biomedical text processing. The final section covers the future landscape of AI applications in healthcare practices. This section concludes by exploring the frontiers of AI-driven healthcare innovations and how they will aid the future of healthcare.
Unlock Consistent Trading Success with the Power of Trading Composure! Embark on a transformative journey with Trading Composure: Mastering Your Mind for Trading Success. Supported by paradigm-shifting exercises, case studies, and personal anecdotes from successful career trader and trading psychology coach Yvan Byeajee, readers will learn how to befriend uncertainty and build a trading psychology edge amidst the market's dynamic dance. Whether you're a newbie trader or a seasoned one, this insightful read will reshape your trading perspective and help you deliver tangible results. Highlights of the Book: Embracing Uncertainty: Learn what uncertainty is, how and why it manifests, and how to turn it to your advantage. The Emotional Edge: Gain a comprehensive understanding of your mental landscape and cultivate a trading psychology that thrives amidst trading's challenges. Discover the Winner's Traits: Uncover why some traders strike gold while others falter, and position yourself in the winning camp. Experiential Learning: Engage with paradigm-shifting exercises, candid anecdotes, and real-life case studies that illuminate the path to trading consistency. If you are serious about taking your trading game to the next level, Trading Composure: Mastering Your Mind for Trading Success is your playbook. It will equip you with the psychological tools and insights for trading excellence. It is your roadmap to thriving in the uncertainty-riddled field that is trading. Dive in now!
This comprehensive guide on Knowledge Management and Industry Revolution 4.0 presents the impact of creative practices on how Industry 4.0 and knowledge management challenge their usage in modern conceptual frameworks. The book includes case studies contributed by researchers and industry practitioners to showcase the impact of practices and challenges. It focuses on all aspects of the industry to help organizations reduce time and support employee evolution and progress. Industry 4.0 is an essential subject as it utilizes 15 chapters to talk about the latest technologies for industry automation and allows industries to use accessible employee information. Dive into more knowledge about manufacturing processes, knowledge production, and cyber-security vulnerabilities. Another chapter sheds light on the significance of cyber security measures in safeguarding sensitive data and maintaining the integrity of interconnected systems. Furthermore, the book includes insights from studies and enhances students' learning achievements about knowledge management and industry 4.0.
The Techno-Legal Dynamic of Cybercrime and Security in Industry 5.0 provides fundamental information on Industry 5.0 manufacturing. Industry 5.0 has improved operational efficiency with emerging technologies. At present, several cyber threats have phased out Industry 5.0. These cybercrimes have infused a range of unresolved challenges. With the help of authors and contributors, this book presents a holistic approach that combines technological innovation to navigate the evolving threat. The text within this volume delves into the intricate relationship between legal systems and technological advancements on both domestic and global stages. This book sheds light on various dimensions of nascent cybercrimes as well as legislative efforts worldwide aimed at governing them effectively. With an emphasis on securing the benefits of Industry 5.0, this book promotes corporate responsibility for stakeholders to work together to minimize risks posed by cyber threats.
Internet of Things in Bioelectronics: Emerging Technologies and Applications is a comprehensive exploration of the intersection between bioelectronics and the Internet of Things (IoT). It not only showcases the current state of technology but also illuminates the multifaceted intersections of computer science, biology, and electronics. The chapters within this volume span a wide range of topics, reflecting medical IoT and data analytics in healthcare. It covers a wide range of topics ranging from biomaterials and implants, robotics, remote health monitoring, smart devices, wearable and flexible devices, medical waste management, drug delivery, hospital management, health and hygiene monitoring, including the role of IoT in the above.
Why is hydrogen so important, you ask? It's a rare gas, after all. Since the COVID-19 pandemic disrupted several areas, hydrogen has fallen into the limelight. Read up on the functions of hydrogen in Towards Green Hydrogen Generation. A variety of issues and multidisciplinary approaches are presented about green hydrogen and related sectors. The book describes a gradual shift in hydrogen production technologies from non-renewable to renewable. As a result, despite the uncertainty created by the pandemic, efforts to build a more sustainable environment have gained momentum. This volume covers hydrogen issues by presenting the relationships and opportunities in these related sectors. Organized into three parts, Towards Green Hydrogen Generation introduces and discusses crucial topics on hydrogen. Part 1 is dedicated to the current state and challenges encountered in the industrialization of green hydrogen production. Part 2 recognizes carbon-capturing and hydrogen-related learning models. The last entry introduces green hydrogen generation, PEM water electrolysis, and other electrolyzers.
The book provides an essential overview of AI techniques in disease management and how these computational methods can lead to further innovations in healthcare. Design and Forecasting Models for Disease Management is a resourceful volume of 13 chapters that elaborates on computational methods and how AI techniques can aid in smart disease management. It contains several statistical and AI techniques that can be used to acquire data on many different diseases. The main objective of this book is to demonstrate how AI techniques work for early disease detection and forecasting useful information for medical experts. As such, this volume intends to serve as a resource to elicit and elaborate on possible intelligent mechanisms for helping detect early signs of diseases. Additionally, the book examines numerous machine learning and data analysis techniques in the biomedical field that are used for detecting and forecasting disease management at the cellular level. It discusses various applications of image segmentation, data analysis techniques, and hybrid machine learning techniques for illnesses, and encompasses modeling, prediction, and diagnosis of disease data. Audience Researchers, engineers and graduate students in the fields of computational biology, information technology, bioinformatics, and epidemiology.
Fintech for ESG and the Circular Economy explores how fintech can effectively drive transformative and sustainable change. The primary objective of this book is to evaluate how fintech advancements and sustainable practices effectively drive transformative and sustainable change. This book aims to motivate individuals with ideas and discussions, provided by knowledge from the viewpoints of authors, editors, and experts, to promote financial technology and foster creativity for a more sustainable and equitable future. This book is structured into discrete sections, each addressing unique factors of fintech's involvement and examining the present situation. Each chapter delves into the complexities and nuances of its topic, from machine learning algorithms in ESG analytics to the broader impacts of sustainable finance. One chapter examines the role of big data and machine learning, leading to a detailed analysis of how blockchain technology is a potential game-changer in fostering sustainable investment strategies. In addition, the book delves into the challenges and opportunities of smart contracts in financial services, including compliance, enforcement, and the evolving legal landscape.
Journey into the realm of deep learning and embrace the challenges, opportunities, and transformation of stock market analysis. Deep learning helps foresee market trends with increased accuracy. With advancements in deep learning, new opportunities in styles, tools, and techniques evolve and embrace data-driven insights with theories and practical applications. Learn about designing, training, and applying predictive models with rigorous attention to detail. This book offers critical thinking skills and the cultivation of discerning approaches to market analysis. This Book Discusses - Delves into the development of an ensemble model for stock market prediction, combining Long Short-Term Memory and autoregressive Integrated Moving Average - Explains rapid expansion of quantum computing technologies which change software engineering and addresses the challenges of literate analysis using data from several libraries - Provides an overview of deep learning techniques for forecasting stock market trends and examines their effectiveness across different time frames and market conditions - Explores applications and implications of various models for causality, volatility, and co-integration in stock markets, offering insights to investors and policymakers
Delve into cognitive analysis, a comprehensive exploration of artificial intelligence and data analytics. This book illustrates advanced techniques and how reinforcement learning concepts are applied across various domains. It provides readers with a broad perspective on the potential that emerges when cognition and reinforcement band together. Learn more about the latest advancements in AI and machine learning, including transforming healthcare by enabling smarter diagnosis and treatment decisions to enhance the efficiency of smart cities through dynamic decision control and predicting optimal moves in complex scenarios. This book also explores: - Each chapter contains a narrative of innovation, ranging from the improvement of prediction models to optimizing resource allocation, from identifying healthcare problems to transforming smart cities - Sheds light on the development of cognitive-enhanced reinforcement learning and all of its numerous uses - Explores ideas, methods, and real-world applications that influence the development of cognitive analytics and reinforcement learning - Captures the essence of reinforcement learning and cognitive analytics
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