Books published by CRC Press

This book comprehensively discusses the role of cloud computing in artificial intelligence-based data-driven systems, and hybrid cloud computing for large data-driven applications. It further explores new approaches, paradigms, and frameworks to meet societal challenges by providing solutions for critical insights into data. The text provides internet of things-based frameworks and advanced computing techniques to deal with online/virtual systems.This book: - Covers aspects of security, authentication, and prediction for data-driven systems in heterogeneous environments. - Provide data-driven frameworks in combination with the internet of things, artificial intelligence, and computing to provide critical insights and decision-making for real-time problems. - Showcases deep learning-based computer vision algorithms for enhanced pattern detection in different domains based on data-centric approaches. - Examines the role of the internet of things and machine learning algorithms for data-driven systems. - Highlights the applications of data-driven systems and cloud computing in enhancing network performance.This book is primarily written for senior undergraduate, graduate students, and academic researchers in diverse fields including electrical engineering, electronics and communications engineering, computer science, and engineering.

The text discusses a novel correlation coefficient of linguistic intuitionistic fuzzy sets and its application to medical diagnosis problems. It further explains neutrosophic cubic set-based aggregation operators for library ranking systems, and techniques for order performance by similarity to ideal solution. The text also introduces the new aggregation operators, similarity measures, and distance measures for the fuzzy sets and their extensions.This book: Introduce the new aggregation operators, similarity measures, and distance measures for the fuzzy sets and their extensions. Covers recent studies in the field of fuzzy optimization and decision making such as advanced decision-making algorithms. Highlights the application in the field of image processing and pattern recognition. Presents a technique for order performance by similarity to an ideal solution and VIKOR method for decision making. Explore the limitations of existing fuzzy decision-making approaches such as the malfunctioning of existing formulations. It is primarily written for senior undergraduate, graduate students, and academic researchers in fields including industrial engineering, manufacturing engineering, production engineering, mechanical engineering, and engineering mathematics.

This book details out nanofinishing techniques employed for finishing of the industrial applications in a comprehensive manner. It provides introduction about nanofinishing requirements, and basic nanofinishing techniques and their variants; details the latest developments, research and innovation, and advancements. It includes topics ranging from working principles, material removal mechanisms, force analysis, and mathematics involved to industry-specific applications, salient features, comparative study, and automation and optimization in nanofinishing technologies.Features: Explains cutting edge nanofinishing technologies comprehensively, Discusses numerical explanations for better selection of process parameters and their modeling and optimization, Provides application-oriented aspects of nano finishing process, Explains processes considering Industry 4.0 capabilities and green manufacturing, Focusses on applications with good relevance to Industry and coverage of case studies. This book is aimed at graduate students and researchers in manufacturing and process engineering, die and mold industry

Over the past decade, since the publication of the first edition, there have been new advances in solving complex geoinformatics problems. Advancements in computing power, computing platforms, mathematical models, statistical models, geospatial algorithms, and the availability of data in various domains, among other things, have aided in the automation of complex real-world tasks and decision-making that inherently rely on geospatial data. Of the many fields benefiting from these latest advancements, machine learning, particularly deep learning, virtual reality, and game engine have increasingly gained the interest of many researchers and practitioners. This revised new edition provides up-to-date knowledge on the latest developments related to these three fields for solving geoinformatics problems.Features Contains a comprehensive collection of advanced big data approaches, techniques, and technologies for geoinformatics problems. Provides seven new chapters on deep learning models, algorithms, and structures, including a new chapter on how spatial metaverse is used to build immersive realistic virtual experiences. Presents information on how deep learning is used for solving real-world geoinformatics problems. This book is intended for researchers, academics, professionals, and students in such fields as computing and information, civil and environmental engineering, environmental sciences, geosciences, geology, geography, and urban studies.

After 18 years since the first biosimilar was approved, a lot has changed, from the regulatory guidelines to the stakeholder perceptions about the safety and efficacy of biosimilars. However, the development costs remain high, preventing faster entry into markets with more than 200 choices. Analyzing the regulatory filings of all approved biosimilars in the US and EU, a deep analysis of the scientific principles, and continuous challenges to the regulatory authorities have made it possible to plan the development on a fast track. This book teaches how to cut the current time and cost by more than 70%, based on the author's hands-on experience.Features: Describes the emergence of biosimilars since the first publication of the recombinant engineering patent, as well as a listing of all approved recombinant products, their patent expiry and their adoption across the globe. Provides a better understanding of the safety and efficacy of approved biosimilars. Global approval requires accommodating guidelines and detailed planning to avoid redundancy as well as high costs. The basic expectations of the agencies are presented here. Presents a detailed analysis of all EU and FDA-approved products with a comparative analysis. Renowned author and entrepreneur in the field of drug discovery and production.

Optimization: 100 Examples is a book devoted to the analysis of scenarios for which the use of well-known optimization methods encounter certain difficulties. Analysing such examples allows a deeper understanding of the features of these optimization methods, including the limits of their applicability. In this way, the book seeks to stimulate further development and understanding of the theory of optimal control. The study of the presented examples makes it possible to more effectively diagnose problems that arise in the practical solution of optimal control problems, and to find ways to overcome the difficulties that have arisen. Features Vast collection of examples Simple. accessible presentation Suitable as a research reference for anyone with an interest in optimization and optimal control theory, including mathematicians and engineers Examples differ in properties, i.e. each effect for each class of problems is illustrated by a unique example.

Cloud computing is the on-demand availability of computer system resources, especially data storage and computing power, without direct active management by the user. This book explores algorithms, protocols, and system design principles of key smart technologies including cloud computing and the internet of things.- Discusses the system design principles in cloud computing along with artificial intelligence, machine learning, and data analytics applications- Presents blockchain-based solutions, cyber-physical system applications, and deep learning approaches to solving practical problems- Highlights important concepts including the cloud of things architecture, cloud service management and virtualization, and resource management techniques- Covers advanced technologies including fog computing, edge computing, and distributed intelligence- Explores cloud-enabling technology, broadband networks and internet architecture, internet service providers (ISPs), and connectionless packet switching.The text is primarily written for graduate students, academic researchers, and professionals in the field of computer science and engineering, electrical engineering, and information technology.

Well established as a classic reference and specialised textbook, since its first publication in 1973, Heinrich Kuttruff's Room Acoustics combines detailed coverage with a state of art presentation of the theory and practice of sound behaviour in closed spaces.This sixth edition presents several additional new sections, for instance on the reflection of a spherical wave from a wall, on finite element methods for sound field calculation and on virtual reality, as well as giving an overhaul of the standard material. Particular emphasis is given to the properties and calculation of reverberation, the most obvious acoustical feature of a room. And further key topics include the various mechanisms of sound absorption and their practical application as well as scattering by wall irregularities including pseudo-stochastic structures. Extensive space is given to of psychoacoustic insights and the quality criteria derived from them, along with new procedures for the sensory assessment of concert hall acoustics. As in earlier editions, one full and updated chapter is devoted to the design and performance of electroacoustic systems which nowadays is not just a method for sound amplification but offers many possibilities for correcting acoustic deficiencies and modifying a hall's natural acoustics.

A bioactive compound is a type of chemical found in small amounts in plants and certain foods (such as fruits, vegetables, nuts, oils, and whole grains). Bioactive compounds have actions in the body that may promote good health. It is widely explored and investigated for its role in prevention and treatment of various diseases including cancers, cardiovascular disorders, and neurodegenerative disorders, thus is therefore categorized as nutraceuticals. Examples of such bioactive compounds from food include lycopene, resveratrol, lignan, tannins, and indoles etc. Accordingly, the methods that are utilized to analyze these compounds for its identification, detection, and characterization are of great interest.In Bioactive Compounds from Food: Benefits and Analysis, spectrophotometric, fluorometric, chromatographic, enzymatic, and electrophoretic methods that are utilized to analyze the different bioactive compounds of food are comprehensively discussed. In addition, the merits and limitations of the existing methods of analysis for bioactive compounds from food are also highlighted. Further, benefits of these bioactive compounds on human health as anti-oxidative, anti-cancer, anti-diabetic, anti-inflammatory, anti-infective, anti-hyperlipidemic, and anti-hypertensive agents are also discussed with detailed insight and critical analysis of the contemporary research carried out in this domain.Key Features: Explores the world of bioactive compounds in foods Discusses recent analysis techniques of bioactive compounds Includes a summary of health benefits of bioactive compounds Provides different analysis methods involved in identification an quantification of food bioactive compounds This book provides in-depth information and a comprehensive discussion on human health benefits of food bioactive compounds and different methods of analysis involved in identification and quantification of food bioactive compounds.

This book is an important reference book that discusses the recent research trends on structure development in various foods. The book covers different tools and food engineering techniques like encapsulation, 3D and 4D printing, imaging techniques, and clean meat technology. It discusses how various foods can be broken down and manipulated at the molecular level to improve their quality, safety, and healthfulness. It describes the structuring of components like starch, proteins, polysaccharides, and the stability and bioavailability of different food structures. This is a useful reference for researchers and industry experts in food technology, food engineering, and food processing.Key features: - Introduces the principles behind many of the new technologies that food scientists are developing to create the next generation of foods.-Focuses on food structure and de-structuring techniques.-Presents imaging techniques in food structure analysis, alongside emulsification and specification.-Discusses the applications of key ingredients like starch, protein, and polysaccharides in structuring food system- Emphasizes sustainability in the context of clean meat technology The work addresses critical food-related issues to be addressed and tackled, including harvesting enough food to feed the global population, improving food sustainability, reducing food waste and pollution, and improving human health. Further, it focuses on the new scientific technologies that are being applied by food scientist for an improved food system. The book is an important source for all stakeholders involved in the debate about the future of our foods- in the spheres of academic, industrial, and government policies.

Following up on their previous book, U.S.A. Through the Lens of Mathematics, the authors offer interesting information about all countries in the world, their history, geography, language, culture, and resources presented in the form of mathematical problems. The problems are combined in sections based on related mathematical concepts, including systems of linear algebraic equations, extremum of afunction, sequencies, logicalproblems, andothers. This fascinating book exposes students to a novel educational strategy that aims to overcome fear of mathematics, reduce mathematical anxiety, and show the applicability of mathematics to everyday life and events. The book offers interesting information about all countries in the world, their history, geography, language, culture, and resources are presented in the form of mathematical problems.The problems are combined in sections based on related mathematical concepts, including systems of linear algebraic equations, extremum of a function, sequencies, logical problems, and others. Each problem starts with a brief narrative to introduce its applied content with intriguing facts. The answer key, followed by very detailed solutions accompanying each problem.This unique book aims to shatter the barrier between students and this mathematics by encouraging students to look at mathematics from a different perspective, build a bridge between their surroundings and mathematics and, at the same time, enriches them with new knowledge of culture, history, customs, and geography.

This book covers user experience methods and tools in designing user-friendly products and services, by encompassing widely utilized successful methods, including: elicitation, analysis and establishment of requirements, collaborative idea generation with design teams and intended users, prototype testing and evaluation of the user experience through empirical and non-empirical means. It: - Provides methods and tools tailored for each stage of the design process.- Discusses methods for the active involvement of users in the human-centered design process.- Equips readers with an effective toolset for use throughout the design process, ensuring that what is created aligns with user needs and desires.- Covers a wide array of research and evaluation methods employed in HCI, from the initiation of the human-centered development cycle to its culmination.This title is a fascinating read for individuals interested in human-computer interaction research and applications.

This book serves as a foundation to the field of HCI, equipping readers with the necessary knowledge and skills to engage with this field. It: - Discusses human functionalities and characteristics relevant to interaction, including sensory perception, attention and memory, language and communication, emotions, decision-making, as well as mental models, human error and human actions.- Explores the evolution of HCI design approaches and the role of social and organizational psychology in HCI.- Discusses key concepts and societal aspects of interactive technologies, such as user acceptance, ethics, privacy and trust.- Covers the historical background, contributing disciplines, essential concepts and theories within the domain.This book will appeal to individuals interested in human-computer interaction research and applications.

Addressing the rising prevalence of interactive systems in our daily lives, this book focuses on the essential aspects of usability, user experience (UX) and inclusive design. It: - Discusses both theoretical and practical aspects, approaches and methods for the design process and the collaboration between HCI Design and Software Engineering.- Expands to practical topics such as web and mobile design, aesthetics, information visualization, information architecture and navigation design, along with relevant guidelines and standards.- Tackles the issue of persuasive interfaces that has arisen as a crucial concern in the contemporary digitalized landscape.- Emphasizes the importance of making computing systems inclusive and user-friendly for a diverse range of users, including children, older adults and persons with disabilities.- Highlights the significance of usability, underscoring its key role in enhancing the overall user experience of interactive products.This book has been written for individuals interested in human-computer interaction research and applications.

This book talks about the importance of social mechanics in games and how these mechanics evolved across time to accommodate new technologies and new social contexts. It looks at the innovation happening in the field of new age social games, discussing in detail what has been learnt from designing for the younger generation, how these findings can inform game design philosophy, and how this can be applied to game development more broadly.The first part of the book provides a brief history of games as social interaction and discusses the differences between online and offline social gaming. Part two covers Facebook social gaming and design lessons from first generation social games. Part three introduces design philosophies for the hyper-social genre and includes an important chapter on design ethics. Finally, part four looks ahead to the future of social games and how game designers can incorporate learnings from the book in their own work.This book will appeal to game designers and students of game design looking to learn how to apply learnings from social game design in their own games.

This book emphasizes on advancement in the field of bone repair and regeneration. It introduces bone development, repair and regeneration emphasizing the correlation of the processes including details about different biomaterials and technologies involved in the fabrication, characterization of bone related scaffolds and implants. The realm of nanotechnological intervention and folklore phytomedicines and their prospects in regenerating bone is explored including major bone related disease conditions, infection, and their tackling via tissue engineering strategies.Features: Covers polymer materials and technologies for bone repair and regeneration based on tissue engineering Defines the interdisciplinary mechanism of bone tissue repair ranging from the fields of material science, nanotechnology, and phytomedicine Includes basic sciences, scaffold-based approach, and bone infection Examines fabrication and characterization methods required for finalizing the bone repair materials Reviews fundamentals of interlinked mechanisms of bone development, repair, and regeneration This book is aimed at graduate students and researchers in biomedical and tissue engineering, and biomaterial sciences.

A scientific career is a long and winding journey. Many factors assemble to determine the trajectory and products of scientific inquiry. This book addresses the scientific career path comprehensively, ranging from how to build a strong foundational knowledge and skill base, to training programs programs, composing winning research proposals and grants, conducting excellent research, writing papers and reports, collaborative research programs, bridging academia and industry, career advancement, and more. Guides where, how, and what to study in undergraduate, post-baccalaureate, graduate, and post-graduate training programs and addresses important crossroads throughout the continuum of training and beyond. Highlights best practices, techniques, and nuances for creating a successful scientific career. Provides critical insights for traversing major milestones and decision points in a scientific career and serves as a resources for reference throughout stages of advancement. Discusses alternative career opportunities for individuals trained in sciences. Offers students, researchers, and other scientists across all stages of their careers with accessible, engaging, and useful insider tips.

Cadaver Dissection with Clinical Applications is written for students in a professional program that have been given the privilege of dissecting their own cadaver. It discusses dissection techniques, what structures to look for in a particular region and various pitfalls to avoid in the process. The Manual also relates regional anatomical structures with clinical relevance by listing various syndromes, relevant orthopaedic tests, selected X-ray findings and associated pathologies that relate to the region being dissected. It is a terrific resource for all students who will one day see patients in a clinical setting, by first learning anatomical relevance on a cadaver.

Oat (Avena sativa): Production to Plate is a groundbreaking exploration of the multifaceted world of oats, offering a holistic journey from historical roots to cutting-edge applications. The book's diverse chapters traverse the genetic and genomic landscape of oats, tracing their origin, domestication, and global spread. From their humble beginnings as animal feed to their evolution into a staple in human diets, the book showcases oats as a pivotal player in sustainable agriculture and nutrition.The chapters meticulously delve into the bioactive compounds of oats, their health benefits, and the role of oats in disease prevention and management. The book also provides insights into oat processing techniques, storage, and milling, offering a comprehensive understanding of how these processes impact nutritional properties. The international scenario of oat production takes centre stage, emphasizing oats' vital role in sustainable agriculture and their contribution to soil health and climate-resilient farming systems. The discussion on β-glucans, avenanthramides, and other bioactive compounds underscores oats' potential in functional foods, catering to the increasing demand for health-focused dietary choices.Closing with a visionary look into the future, this book explores the development of novel value-added oat-based superfoods, aligning with the global shift towards nutritionally dense, minimally processed options. Readers, including agronomists, farmers, chefs, and health enthusiasts, will find a wealth of knowledge on topics ranging from oat production economics to the nutritional composition that sets oats apart from other cereals.Oat (Avena sativa): Production to Plate is a must-read for anyone seeking a comprehensive and forward-looking guide to the remarkable journey of oats, blending history, agriculture, nutrition, and sustainability into a seamless narrative.

Programming Language Explorations helps its readers gain proficiency in programming language practice and theory by presenting both example-focused, chapter-length explorations of fourteen important programming languages and detailed discussions of the major concepts transcending multiple languages. A language-by-language approach is sandwiched between an introductory chapter that motivates and lays out the major concepts of the field and a final chapter that brings together all that was learned in the middle chapters into a coherent and organized view of the field.Each of the featured languages in the middle chapters is introduced with a common trio of example programs and followed by a tour of its basic language features and coverage of interesting aspects from its type system, functional forms, scoping rules, concurrency patterns, and metaprogramming facilities. These chapters are followed by a brief tour of over 40 additional languages designed to enhance the reader's appreciation of the breadth of the programming language landscape and to motivate further study.Targeted to both professionals and advanced college undergraduates looking to expand the range of languages and programming patterns they can apply in their work and studies, the book pays attention to modern programming practices, keeps a focus on cutting-edge programming patterns, and provides many runnable examples, all of which are available in the book's companion GitHub repository. The combination of conceptual overviews with exploratory example-focused coverage of individual programming languages provides its readers with the foundation for more effectively authoring programs, prompting AI programming assistants, and, perhaps most importantly, learning--and creating--new languages.

Bayesian Inference: Theory, Methods, Computations provides a comprehensive coverage of the fundamentals of Bayesian inference from all important perspectives, namely theory, methods and computations.All theoretical results are presented as formal theorems, corollaries, lemmas etc., furnished with detailed proofs. The theoretical ideas are explained in simple and easily comprehensible forms, supplemented with several examples. A clear reasoning on the validity, usefulness, and pragmatic approach of the Bayesian methods is provided. A large number of examples and exercises, and solutions to all exercises, are provided to help students understand the concepts through ample practice. The book is primarily aimed at first or second semester master students, where parts of the book can also be used at Ph.D. level or by research community at large. The emphasis is on exact cases. However, to gain further insight into the core concepts, an entire chapter is dedicated to computer intensive techniques. Selected chapters and sections of the book can be used for a one-semester course on Bayesian statistics.Key Features: Explains basic ideas of Bayesian statistical inference in an easily comprehensible form. Illustrates main ideas through sketches and plots. Contains large number of examples and exercises. Provides solutions to all exercises. Includes R codes.

The book presents the latest advances in soft electronics in biomedical engineering and its potential applications in various biomedical fields.The contributors provide comprehensive coverage of how soft electronics are used in diagnostics and monitoring, medical therapy, neural engineering, and wearable and implantable systems. In particular, some emerging research areas such as advanced soft robotics, fiber sensing technologies, and power optimization strategies are explored. In addition, the book highlights international standardization activities in wearable technologies and implantable bioelectronics.The book will benefit researchers, engineers, and advanced students in biomedical engineering, electrical and computer engineering, and materials science.

From the perspective of physical action and materials science, the book reviews the structural modification of starch and evaluates novel physical processing of starch-based products.The contributors systematically explain the multi-scale structures of starches and explore various treatments of starch and starch-based materials, including hydrothermal treatment, high-pressure treatment, extrusion treatment, electric field treatment, microwave treatment, ultrasonic treatment, cold plasma treatment, and 3D printing. By thoroughly analyzing and summarizing the structural control of starch, they aim to obtain starch-based products with better physicochemical properties and texture. Furthermore, their industrial applications for future food supply are also demonstrated.The book will benefit researchers and graduate students in the fields of starch, starch-based materials, and food and non-food processing.

AI iQ for a Human-Focused Future: Strategy, Talent, and Culture offers a pioneering approach to integrating artificial intelligence (AI) and generative AI (GenAI) in business, emphasizing a business strategy first mindset over a technology-centric one.The book challenges the usual hype surrounding AI, advocating for a more realistic perspective. It delves into the evolution of AI, from traditional data science and machine learning to GenAI, all through the lens of strategic business application. Unlike other texts, it moves away from case studies, favoring practical, real-world advice from extensive field experience. The book presents strategies for creating an environment that not only accepts but thrives on AI, focusing on strategic leadership, talent development, and inclusivity. It highlights crucial roles, such as the Chief AI Officer, and emphasizes the importance of diversity in AI teams.Uniquely, each chapter concludes with key takeaways, offering actionable steps and implementation tips. This practical approach transforms theoretical concepts into actionable business strategies, providing leaders with the tools to apply AI initiatives effectively in their organizations.This book is more than an informative resource; it's a practical toolkit for any business leader aiming to navigate the evolving landscape of AI and GenAI, ensuring their organization is prepared for sustainable growth and success in an AI-driven future.Dr. Seth Dobrin is a renowned artificial intelligence (AI) and data science leader known for his transformative work. At Monsanto, he revolutionized agriculture by integrating AI to enhance farming through precision agriculture. As IBM's first Global Chief AI Officer, he led the IBM Data Science Elite Team, driving ethical AI development and diversity across multiple projects. His leadership was instrumental in IBM's AI and data transformation.He continued his journey by founding Qantm AI, championing a human-focused approach centered on ethical AI in business. His work at Qantm AI guides Fortune 500 companies and Private Equity firms in developing responsible AI strategies. A strong advocate for diversity and against technological colonialism, he supports organizations like WLDA and Wonder Women Tech. His multidisciplinary expertise, combining molecular and cellular biology with industry experience, sets AI leadership benchmarks, shaping its future to be responsible, ethical, and inclusive.

Independent Directors of corporate boards understand the importance of cybersecurity as a business issue. Increased regulatory requirements, the onslaught of breaches, as well as the replacement of the corporate network perimeter with more third-party partnerships, have all contributed to cybersecurity rising to the top of enterprise risks. Yet, many Directors only receive a few brief cybersecurity updates during the year. Moreover, many Directors have devoted their careers to other important business disciplines and may not fully grasp the technical concepts of cybersecurity.The challenge is that many publications on board cybersecurity governance address the topic at such a high level that it removes the important context of the cybersecurity details - or covers the topic too deeply with hard-to-understand technical language. These resources may often provide lists of security questions for Directors to ask of their management team, but they do not provide the answers to the questions so that actionable oversight can be performed. What I wanted, and why you are probably reading this book summary, is a resource that delivers the questions to ask, but also the answers - and in a narrative, easy-to-understand style.An award-winning Chief Information Security Officer with over two decades of working with multiple Fortune 500 boards, Lee Parrish provides an example-laden vision to improve cybersecurity governance in the boardroom. Additionally, Lee deciphers the technical jargon to increase the reader's cyber fluency - not to make you a cyber expert, but to be able to ask direct questions, understand the answers provided, challenge strategies, and advise on important cyber decisions.Pick up your copy of The Shortest Hour: An Applied Approach to Boardroom Cybersecurity Governance today and start your journey on achieving more effective cybersecurity oversight.Want to learn more? Please visit www.novelsecurity.com

This book will be the reference book under wireless cooperative communication and Advanced communication techniques for the research scholars and Post Graduate students who are working on Cooperative Communication.The book's distinctive features.- This book will be the reference book for cooperative communication.- Address the problems in small scale cooperative communication.- Presents cooperative routing algorithms for large scale cooperative networks with the constraint of throughput and transmission time.- Presents energy efficient transmission approach by make use of multiple radio terminals.- Presents adaptive routing algorithm for large scale cooperative network under mobility environment.

The global market for polymeric membranes used in water and wastewater treatment is experiencing robust growth, with polyamide (PA) thin film composite (TFC) membranes dominating reverse osmosis (RO) and nanofiltration (NF) processes. This monograph presents the latest trends in characterization techniques for PA TFC membranes and provides the most current and relevant information on these techniques tailored specifically for TFC NF and RO membranes.Features- Focuses solely on the characterization of PA TFC membranes used in water and wastewater treatment.- Provides the latest insights into employing advanced and emerging characterization tools to analyze the intrinsic properties of the PA selective layer and evaluate the overall performance of PA TFC membranes during filtration processes.- Extensively examines the strengths and limitations of each membrane characterization tool, offering in-depth analyses for readers.This book is an indispensable reference and practical guide for advanced students, researchers, and scientists involved in NF and RO membrane fabrication and characterization, including those in the fields of chemical, materials, and environmental engineering.

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions, and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to build robust and accurate models. In the ever-evolving landscape of machine learning, datasets play a pivotal role in shaping its future. The field has been revolutionized with the introduction of oneAPI, which provides a unified programming model across different architectures, including CPUs, GPUs, FPGAs, and accelerators, fostering an efficient and portable programming environment. Embracing this unified model empowers practitioners to build efficient and scalable machine learning solutions, marking a significant stride in cross-architecture development. Dive into this fascinating field to master machine learning concepts with the step-by-step approach outlined in this book and contribute to its exciting future.

Blockchain: The Key to the World of Cryptocurrencies. A word that sounds like a promise of wealth. But what exactly is Blockchain? Unfortunately, in most books, articles, and discussions, it is either explained in a way that's hard to understand or oversimplified with unnecessary emotional baggage, presented either technically or ideologically. Some see Blockchain as a savior from greedy bankers, while others view it as a tool for building cryptocurrencies that undermine central banks. Which image is closer to reality? The story of Blockchain is not just a tale of mathematical experiments. It's primarily a story of the age-old attempt to record human activities and the value that flows from them. This time, however, the goal is to make it accessible to everyone on equal terms. But will it truly be equal?

The aim of this book is to highlight the most promising lines of research, using new enabling technologies and methods based on AI/ML techniques to solve issues and challenges related to intelligent and computing systems. Intelligent computing easily collects data using smart technological applications like IoT-based wireless networks, digital healthcare, transportation, blockchain, 5.0 industry and deep learning for better decision making. AI enabled networks will be integrated in smart cities concept for interconnectivity. Wireless networks will play an important role. The digital era of computational intelligence will change the dynamics and lifestyle of human beings. Future networks will be introduced with the help of AI technology to implement cognition in real-world applications. Cyber threats are dangerous to encode information from network. Therefore, AI-Intrusion detection systems need to be designed for identification of unwanted data traffic.This book: Provides a better understanding of artificial intelligence-based applications for future smart cities. Presents a detailed understanding of artificial intelligence tools for intelligent technologies. Showcases intelligent computing technologies in obtaining optimal solutions using artificial intelligence. Discusses energy-efficient routing protocols using artificial intelligence for Flying ad-hoc networks (FANETs). Covers machine learning-based Intrusion detection system (IDS) for smart grid. It is primarily written for Senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, and computer engineering.