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Frontiers in Membrane Technology: 7th IWA-RMTC 2024 (Lecture Notes in Civil Engineering #525)

by Giorgio Mannina How Yong Ng

This volume highlights the latest advances, innovations, and applications related to membrane technologies for water and wastewater treatment as presented by leading researchers at the 7th IWA Regional Membrane Technology Conference (IWA-RMTC), held in Palermo, Italy on June 18-21, 2024. The event took place together with the International Conference on Wider-Uptake of Water Resource Recovery from Wastewater Treatment (ICWRR). The contributions cover a wide range of topics such as membrane materials and configurations, hybrid membrane processes, drinking water treatment, domestic/industrial wastewater treatment, water reuse, resource recovery from wastewater, energy recovery from water and wastewater, desalination, membrane fouling mechanisms and control. The contributions were selected by means of a rigorous peer-review process and highlight many exciting ideas that will spur novel research directions and foster multidisciplinary collaboration among different water specialists.

Frontiers of Computer Vision: 30th International Workshop, IW-FCV 2024, Tokyo, Japan, February 19–21, 2024, Revised Selected Papers (Communications in Computer and Information Science #2143)

by Go Irie Choonsung Shin Takashi Shibata Kazuaki Nakamura

This book constitutes the revised selected papers from the 30th International Workshop on Frontiers of Computer Vision, IW-FCV 2024, held in Tokyo, Japan, in February 19–21, 2024. IW-FCV 2024 is an annual workshop that brings together researchers in the field of computer vision and artificial intelligence to share their research results. This workshop was started 30 years ago as a way to strengthen networking and share research results between Japanese and Korean researchers. It has since grown in scope and influence and has become an international event since 2017. The 12 full papers, carefully reviewed and selected from 61 submissions, primarily focus on the fundamental theories, techniques, and algorithms related to computer vision and image signal processing, with particular emphasis on practical applications. These papers deal with the following topics: Fundamentals and Theory (e.g., image filtering / enhancement / restoration, color and illumination analysis, and image coding), Computer Vision and Image Analysis (e.g., shape from-X, object detection and tracking, and deep learning for computer vision), Applications (e.g., image/video search and retrieval, surveillance, AR/VR/MR/HR, and bio-medical image analysis), and Recognition and Learning (e.g., 2D/3D object recognition, face and gesture recognition, and human pose estimation).

Frontiers of Fundamental Physics FFP16: Fundamental Physics and Physics Education (Springer Proceedings in Physics #392)

by Burra G. Sidharth Marisa Michelini Ekrem Aydiner Christian Corda

This book is a collection of contributions presented at the 16th annual international symposium “Frontiers of Fundamental Physics” (FFP16), supported by Istanbul University. As a document of the latest occurrence of this very important gathering, it presents the most recent advances in fundamental physics and physics teaching. For nearly fifteen years, the FFP has attracted some of the greatest physicists in the world. The broad objective of the entire endeavor has been to enable scholars working in slightly different areas to meet on a single platform. Even with this particular year’s safety restrictions arising from Covid, we feel that the general mission has been carried out as fully as in any year. The book features addresses given by a host of expert contributors, all of which are organized according to seven individual themes. The areas covered include Astronomy and Astrophysics, Particle Physics, Theoretical Physics, Gravitation and Cosmology, Computational Physics, Condensed Matter Physics, Complex Systems and related areas. This book should prove to be a veritable bounty for anyone with an interest in the continued evolution of our understanding of the physical world.

Frugal Engineering: Advent, Design and Production of Frugal Products (Design Science and Innovation)

by Balkrishna C. Rao

This book presents a novel method of engineering to create advanced frugal products from scratch. It outlines a frugal design and frugal manufacturing approach, and delineates concepts and principles underlying different types of frugal innovations. The contents present advanced frugal innovations (AFIs) in a variety of sectors bringing out their widespread presence in rich and emerging economies of the world. This book discusses applications of such innovations in aerospace, automotive, healthcare, particle-physics, and other important sectors, emphasizing the significant potential of frugal engineering. AFIs are not jugaad, rather, they are engineered to harness frugality with cutting-edge research using classical and modern scientific principles. Frugal engineering uses advances in science and other knowledge-areas, including 3D printing, biomimetics, artificial intelligence, Industry 4.0, and others, to frugalize pillars of engineering in modern problems. This book willbe of interest to academics, industry professionals, policymakers, product designers and developers, among others. It introduces the reader to the wonderful world of frugal engineering. In doing so, this book shines light on the significant difference that meticulous creation of these innovations through systematic application of science, engineering, and other knowledge-bases can make to the cause of sustainable development. Frugal engineering of AFIs is indispensable to achieving the sustainable development goals. We can help manage our every growing need for energy and resources effectively by going frugal in the current age of climate change.

Fruit Fortification of Craft Beer

by Manju Nehra Nishant Grover K.S. Sandhu Rahul Thory

Beer has been one of the staples in alcohol consumption since the earliest civilizations. In the present day, beer is more popular than ever and shows no signs of decreasing in production volume and revenue generation. Some of the most popular craft beer types utilize fruit raw materials in their production, including wheat beers, porters, high gravity beers, stouts and Lambics. There have been multiple sources published over the decades focusing on beer brewing and brewing science, many of which do cover fruit fortifications and craft beer production. Due to the increasing popularity of fruit-fortified craft beers, an updated singular source is needed focusing on the use of fruit raw materials in the brewing process for various types of craft beer. Fruit Fortification of Craft Beer extensively outlines the use of fruits in the brewing and malting processes for all types of popular craft beers, outlining the latest technological and processing advances. Various fruit material additives are covered as are their specific uses in the brewing process, their characteristics and processing methods. The main types of craft beers which utilize fruit additives are covered including their chemical profiles and nutritional aspects. A major aspect of this book is the linking of the past and the future, examining how fruit has been used in beer fortification since ancient times and how the technologies and processing methods have advanced with the increasing popularity of locally-brewed craft beers. In focusing on these advances, this work brings fruit fortification in craft beers up to the present, providing an in-depth source for researchers and brewers.

Fruitfulness: Science, Metaphor, and the Puzzle of Promise (Oxford Studies in Philosophy of Science)

by Chris Haufe

Some ideas seem to possess a disproportionate ability to lead to new insights, new discoveries, new ideas, and even entirely new ways of thinking. Such ideas are said to be fruitful. Looking across the history of science and mathematics, we see creative minds preoccupied with the search for ideas of this kind. More precious than truth, but far less plentiful, fruitful ideas provide those in pursuit of knowledge with a seemingly bottomless well of innovation from which to draw as they attempt to solve new problems and to refine solutions to old ones. Seasoned researchers have a nose for these ideas. They often know in an instant that some way of approaching a problem will eventually result in a solution to it and to a whole host of other problems, all of which suddenly seem related. In Fruitfulness, Chris Haufe explains how these ideas are detected and developed into large-scale frameworks for research. He argues for a philosophical perspective on scientific knowledge that places the search for fruitfulness at the heart of the scientific enterprise. This perspective demands a fundamental shift in our thinking about scientific theories, conceiving of them as metaphors to facilitate research instead of increasingly correct descriptions of nature.

Führen durch Sprache: Sprachbewusstes Kommunikationsmanagement in der Unternehmensführung

by Ulrike Buchholz

Dieses Buch beschreibt neue Wege der Führungskommunikation. Managementkonzepte müssen gerade in komplexen Zeiten stärker das kommunikative Handeln fokussieren, da Unternehmen ohne eine kommunikationszentrierte Führung in der VUKA-Welt gar nicht mehr zu steuern sind. Denn Sprache lenkt die Bahnen, in denen wir denken, und der Einfluss von Sprache spielt auch für den Unternehmenserfolg eine entscheidende Rolle. Ulrike Buchholz beschreibt sprach- und kognitionswissenschaftliche Grundlagen, die Macht der Sprache bezogen auf Entscheidungen, Verstehens- und Wissensprozesse – und wie sich Management und Unternehmensführung Sprache positiv zunutze machen können. Ein Management, dem dies gelingt, befähigt Menschen unternehmerisches Entscheiden und Handeln zu verstehen und im Sinne des Unternehmens selbstständig zu agieren. Die vielfältigen Zusammenhänge von Kommunikation, Kognition und Sprache sowie ihre Auswirkungen – wissenschaftlich fundiert erklärt und für die Praxis aufgearbeitet.

Führen im Zeitalter neuer Arbeitswelten: Potenziale realisieren und Erfolgsfaktoren umsetzen

by Sandra Gauer

​Den Weg zu innovativen Arbeitswelten prägt der Mut, aktuelle Denkmuster zu durchbrechen! In diesem architektur- und wirtschaftspsychologischen Buch tauchen Sie tief in neue Arbeitswelten und die daraus entstehenden Anforderungen an die Führung ein. Es werden die komplexen Herausforderungen der Führung in New Work-Umgebungen ebenso beleuchtet, wie die verborgenen Potenziale. Die Chancen und Risiken unserer physischen, psychischen und digitalen Arbeitswelt in Bezug auf unser Erleben und Verhalten sind in diesem Buch ebenfalls ein wichtiger Bestandteil. Es zeigt auf, wie Menschen neue Arbeitswelten für sich entdecken und wertschöpfend für Ihre Tätigkeiten und Bedürfnisse nutzen können. Anschaulich stellt die Autorin dar, , wie eine transformationale, emotional intelligente Führung die ständigen Veränderungen und neuen Anforderungen erfolgreich meistern und Gesundheit fördern kann. Zudem wirft das Buch einen kritischen Blick auf die aktuellen Strategien zum Workplace Changeund die Ansprüche, die an Führungskräfte gestellt werden. Die zentrale Frage ist unvermeidlich: Was bedeutet „den Menschen in den Mittelpunkt stellen“, und welche Konsequenzen hat es, wenn wir es nicht tun.Zielgruppen: Dieses Buch wendet sich an Führungskräfte, die die Chancen und Potenziale der Führung in modernen Arbeitswelten für sich nutzen wollen. Doch auch für Mitarbeiter und Interessierte bietet es faszinierende Einblicke in die Themen New Work und Leadership. Denn letztendlich erfordert die neue Arbeitswelt das Verständnis und Engagement von jedem Einzelnen von uns.

Führungsaufgabe Interne Kommunikation: Erfolgreich in Unternehmen kommunizieren – im Alltag und in Veränderungsprozessen

by Andrea Montua

Dies ist ein Buch für alle Führungskräfte, Kommunikations- und Personalverantwortlichen, die ihre Rolle als Kommunikatoren überdenken und neu justieren möchten. Alle, die die Hoheit über ihre Alltags- und Veränderungskommunikation behalten oder zurückgewinnen wollen, die Gerüchteküchen durchlüften, Erfolgsrezepte umsetzen oder eine Abteilung neu zusammenstellen wollen, finden in diesem Buch konkrete Hilfestellungen. Sie erfahren, was Mitarbeitende antreibt und motiviert, welche Unterstützung Führungskräfte wirklich benötigen und wie Kommunikation den Change ideal begleitet.Mit Vorworten von Sebastian Purps-Pardigol und Thomas Voigt.

Functional Fluorescent Materials: Applications in Sensing, Bioimaging, and Optoelectronics (Advances in Bionanotechnology)


Functional Fluorescent Materials: Applications in Sensing, Bioimaging, and Optoelectronics explains functional molecular probes (organic/inorganic materials, polymers, nanomaterials), with a focus on those that represent spectroscopic properties with detection of different analytes and specific roles in molecular recognition and their applications. It broadly covers molecular recognition to applications of fluorescence reporters, starting from optoelectronic properties of materials, detection of heavy metals, through biological macromolecules, and further to a living cell, tissue imaging, and theranostics.Features:• Covers different aspects of fluorescence spectroscopy ranging from chemical, physical, and biological aspects along with optoelectronic properties, mechanisms, and applications. • Describes all types of chemical and functionalized fluorescent nanomaterials. • Provides additional information on different kinds of fluorescence reporters.• Explains the concept of fluorescence spectroscopy and its role in human health care. • Discusses changes in static and dynamic properties of fluorescent probes and molecular recognitions.This book is aimed at graduate students and researchers in materials, chemical engineering, and engineering physics.

Functional Fluorescent Materials: Applications in Sensing, Bioimaging, and Optoelectronics (Advances in Bionanotechnology)

by Vivek Mishra Ajit Kumar Syed Sibtay Razi

Functional Fluorescent Materials: Applications in Sensing, Bioimaging, and Optoelectronics explains functional molecular probes (organic/inorganic materials, polymers, nanomaterials), with a focus on those that represent spectroscopic properties with detection of different analytes and specific roles in molecular recognition and their applications. It broadly covers molecular recognition to applications of fluorescence reporters, starting from optoelectronic properties of materials, detection of heavy metals, through biological macromolecules, and further to a living cell, tissue imaging, and theranostics.Features:• Covers different aspects of fluorescence spectroscopy ranging from chemical, physical, and biological aspects along with optoelectronic properties, mechanisms, and applications. • Describes all types of chemical and functionalized fluorescent nanomaterials. • Provides additional information on different kinds of fluorescence reporters.• Explains the concept of fluorescence spectroscopy and its role in human health care. • Discusses changes in static and dynamic properties of fluorescent probes and molecular recognitions.This book is aimed at graduate students and researchers in materials, chemical engineering, and engineering physics.

Functions of Least Gradient (Monographs in Mathematics #110)

by José M. Mazón Wojciech Górny

This book is devoted to the least gradient problem and its variants. The least gradient problem concerns minimization of the total variation of a function with prescribed values on the boundary of a Lipschitz domain. It is the model problem for studying minimization problems involving functionals with linear growth. Functions which solve the least gradient problem for their own boundary data, which arise naturally in the study of minimal surfaces, are called functions of least gradient. The main part of the book is dedicated to presenting the recent advances in this theory. Among others are presented an Euler–Lagrange characterization of least gradient functions, an anisotropic counterpart of the least gradient problem motivated by an inverse problem in medical imaging, and state-of-the-art results concerning existence, regularity, and structure of solutions. Moreover, the authors present a surprising connection between the least gradient problem and the Monge–Kantorovich optimal transport problem and some of its consequences, and discuss formulations of the least gradient problem in the nonlocal and metric settings. Each chapter is followed by a discussion section concerning other research directions, generalizations of presented results, and presentation of some open problems. The book is intended as an introduction to the theory of least gradient functions and a reference tool for a general audience in analysis and PDEs. The readers are assumed to have a basic understanding of functional analysis and partial differential equations. Apart from this, the text is self-contained, and the book ends with five appendices on functions of bounded variation, geometric measure theory, convex analysis, optimal transport, and analysis in metric spaces.

Fundamental Mathematical Concepts for Machine Learning in Science

by Umberto Michelucci

This book is for individuals with a scientific background who aspire to apply machine learning within various natural science disciplines—such as physics, chemistry, biology, medicine, psychology and many more. It elucidates core mathematical concepts in an accessible and straightforward manner, maintaining rigorous mathematical integrity. For readers more versed in mathematics, the book includes advanced sections that are not prerequisites for the initial reading. It ensures concepts are clearly defined and theorems are proven where it's pertinent. Machine learning transcends the mere implementation and training of algorithms; it encompasses the broader challenges of constructing robust datasets, model validation, addressing imbalanced datasets, and fine-tuning hyperparameters. These topics are thoroughly examined within the text, along with the theoretical foundations underlying these methods. Rather than concentrating on particular algorithms this book focuses on the comprehensive concepts and theories essential for their application. It stands as an indispensable resource for any scientist keen on integrating machine learning effectively into their research. Numerous texts delve into the technical execution of machine learning algorithms, often overlooking the foundational concepts vital for fully grasping these methods. This leads to a gap in using these algorithms effectively across diverse disciplines. For instance, a firm grasp of calculus is imperative to comprehend the training processes of algorithms and neural networks, while linear algebra is essential for the application and efficient training of various algorithms, including neural networks. Absent a solid mathematical base, machine learning applications may be, at best, cursory, or at worst, fundamentally flawed. This book lays the foundation for a comprehensive understanding of machine learning algorithms and approaches.

Fundamentals of Aeroelasticity

by Massimo Gennaretti

This textbook provides the fundamentals of aeroelasticity, with particular attention to problems of interest to aeronautical engineering. The mathematical methods and tools applicable to the modern modeling of general aeroelastic problems are presented, discussed, and applied to fixed-wing aircraft configurations. It is composed of ten chapters divided into two parts: (I) aeroelastic modeling and analysis and (ii) mathematical tools. The six chapters that compose the first part start from the historical background of the discipline, then present the methods for coupling structural dynamics and unsteady aerodynamics for the aeroelastic modeling of the typical wing section, and then extend them to applications for twisted, tapered, swept finite-wing configurations. In this context, particular attention is paid to the presentation, interpretation, and discussion of the available unsteady sectional aerodynamic theories, both in the time and frequency domain, providing a broad scenario of the formulations that can be used for conventional and non-conventional aerodynamic/aeroelastic applications. For a modern view of aeroelasticity, a significant portion of the textbook deals with illustration and discussion of three-dimensional aerodynamic theories and computational methods for the determination of unsteady aerodynamic loads over lifting bodies in incompressible and compressible flows, as well as to the introduction and explanation of methodologies for the identification of reduced-order, state-space aerodynamic/aeroelastic operators suitable for stability (flutter) analysis and control purposes. A chapter is dedicated to the theories and approaches for aeroservoelastic modeling. In the second part of the textbook, additional chapters provide theoretical insights on topics that enrich the multidisciplinary knowledge related to widely applied methods and models for the analysis and solution of aeroelastic problems. The book serves as a reference tool for master's degree students in aeronautical/aerospace engineering, as well as researchers in the field of aeroelasticity.

Fundamentals of ⁵⁷Fe Mössbauer Spectrometry

by R. Justin Joseyphus Jean-Marc Greneche

This book highlights the fundamental concepts related to 57Fe Mössbauer spectrometry, useful for graduate students and researchers. The first three chapters present essential topics related to nuclear, quantum mechanics and magnetism. The final parts of the book focus on the fundamentals and applications of 57Fe Mössbauer spectrometry. As Mössbauer spectrometry is used by students and researchers in various disciplines, this book presents the essential aspects in the relevant subject areas. The Mössbauer parameters of Fe-based alloys, ferrimagnetic, antiferromagnetic and superconducting materials, as well as applications in earth sciences, life sciences and extraterrestrial studies, are covered.

Fundamentals of Manufacturing Engineering: Concepts and Applications

by D. K. Singh

This textbook presents the fundamental concepts and theories in manufacturing engineering in a very simple, systematic and comprehensive way. The book is written in a way that it presents the topics in a simple and holistic manner with end-of chapter exercises and examples. The concepts are supported by numerous solved examples and multiple-choice questions to aid self-learning. The textbook also contains illustrated diagrams for better understanding of the concepts. The book will benefit those students who take introductory courses from mechanical, industrial and production engineering.

Fundamentals of Molecular Bioengineering

by Luisa Di Paola

Fundamentals of Paramedic Practice: A Systems Approach (Fundamentals)

by Ian Peate Sam Willis

Fundamentals of Paramedic Practice An indispensable guide for aspiring paramedics and emergency medical professionals Paramedic practice is swiftly evolving, driven by changes in the paramedic curriculum. To meet the growing demands of the community, student paramedics and clinicians working in out-of-hospital care must stay abreast of this rapid evolution. Fundamentals of Paramedic Practice, Third Edition contributes to driving the profession forward and provides a comprehensive, accessible text authored by experienced paramedics and academics. This third edition has undergone comprehensive updates, introducing new chapters that provide students and recently registered practitioners with a vital overview of the theory and practice of contemporary paramedicine. This is an essential resource for the next generation of paramedics and out-of-hospital practitioners. Readers of the third edition of Fundamentals of Paramedic Practice will find: A multidisciplinary approach incorporating varied and dynamic research New chapters on subjects including end of life care, domestic violence, and paramedic wellbeing Learning activities to aid understanding and retention Fundamentals of Paramedic Practice, Third Edition is ideal for undergraduate paramedic and emergency care students, as well as registered paramedics, clinicians, and educators.

Fundamentals of Software Testing

by Bernard Homès

Software testing has greatly evolved since the first edition of this book in 2011. Testers are now required to work in "agile" teams and focus on automating test cases. It has thus been necessary to update this work, in order to provide fundamental knowledge that testers should have to be effective and efficient in today's world. This book describes the fundamental aspects of testing in the different lifecycles, and how to implement and benefit from reviews and static analysis. Multiple other techniques are approached, such as equivalence partitioning, boundary value analysis, use case testing, decision tables and state transitions. This second edition also covers test management, test progress monitoring and incident management, in order to ensure that the testing information is correctly provided to the stakeholders. This book provides detailed course-study material for the 2023 version of the ISTQB Foundation level syllabus, including sample questions to help prepare for exams.

Fundamentals of Springs Mechanics

by Vladimir Kobelev

This book highlights the mechanics of the elastic elements made of steel alloys with a focus on the metal springs for automotive industry. The industry and scientific organizations study intensively the foundations of design of spring elements and permanently improve the mechanical properties of spring materials. The development responsibilities of spring manufacturing company involve the optimal application of the existing material types. Thus, the task entails the target-oriented evaluation of the mechanical properties and the subsequent design of the springs, which makes full use of the attainable material characteristics. The themes about the new design of disk springs and the hereditary mechanics—namely creep and relaxation resistance—were extended. The fatigue life diagrams were reconsidered, and the relations between the traditional diagrams revealed. The book stands as a valuable reference for professionals in practice as well as an advanced learning resource for students of structural and automotive engineering. The former editions were known as "Durability of Springs”. Reflecting the substantial enlargement of the discussed themes, starting with this 3rd Edition the book entitled as "Fundamentals of Springs Mechanics”.

Funky Flywheels: Go-to-Market-Strategien für Start-ups mit sich selbst beschleunigendem Wachstum

by Björn W. Schäfer

Wie erreichen Start-ups ein schnelles und gleichzeitig effizientes Wachstum und dessen Beschleunigung? Nach Björn W. Schäfer schaffen sie dies nicht mit Marketing oder Vertrieb allein, sondern nur durch eine ganzheitliche Go-to-Market-Strategie und im Zusammenspiel der kaufmännischen Abteilungen Marketing, Vertrieb und Customer Success mit dem Produkt. Schäfers Buch setzt deshalb einen markanten Gegentrend zum "Zu viel - zu schnell" unserer Zeit - sowohl inhaltlich als auch in der Sprache. Das Flywheel ist nicht nur eine Metapher, sondern eine Haltung. Ein Mantra. Unternehmen, die dieses Konzept verstanden haben, gewinnen nicht nur an Schwung, sondern erreichen ein sich selbst beschleunigendes Momentum, das nahezu unaufhaltsam ist. Die Basis ist Fokus. Und Einzigartigkeit. Es handelt sich dabei nicht um ein theoretisches Handbuch, sondern um ein erfrischendes Toolset für die sofortige Umsetzung. Die LeserInnen erhalten einen Rahmen für den Aufbau eines Wachstumsmotors, beginnend mit einer präzisen Kundensegmentierung, die über bloße demografische Daten hinausgeht. Sie lernen die Geheimnisse der Umwandlung von Leads in greifbare Umsätze und die Aufrechterhaltung und Beschleunigung von Wachstum mit herausragenden Unit Economics. Die einprägsame Flywheel-Mentalität gewährleistet einen langfristigen, sich selbst tragenden und skalierbaren Erfolg.

The Fusion of Artificial Intelligence and Soft Computing Techniques for Cybersecurity (AAP Advances in Artificial Intelligence and Robotics)

by M. A. Jabbar Sanju Tiwari Subhendu Kumar Pani Stephen Huang

With the ever-increasing threat of cyber-attacks, especially as the COVID-19 pandemic helped to ramp up the use of digital communications technology, there is a continued need to find new ways to maintain and improve cybersecurity. This new volume investigates the advances in artificial intelligence and soft computing techniques in cybersecurity. It specifically looks at cybersecurity during the COVID-19 pandemic, the use of cybersecurity for cloud intelligent systems, applications of cybersecurity techniques for web applications, and cybersecurity for cyber-physical systems. A diverse array of technologies and techniques are explored for cybersecurity applications, such as the Internet of Things, edge computing, cloud computing, artificial intelligence, soft computing, machine learning, cross-site scripting in web-based services, neural gas (GNG) clustering technique, and more.

The Fusion of Artificial Intelligence and Soft Computing Techniques for Cybersecurity (AAP Advances in Artificial Intelligence and Robotics)

by M. A. Jabbar Sanju Tiwari Subhendu Kumar Pani Stephen Huang

With the ever-increasing threat of cyber-attacks, especially as the COVID-19 pandemic helped to ramp up the use of digital communications technology, there is a continued need to find new ways to maintain and improve cybersecurity. This new volume investigates the advances in artificial intelligence and soft computing techniques in cybersecurity. It specifically looks at cybersecurity during the COVID-19 pandemic, the use of cybersecurity for cloud intelligent systems, applications of cybersecurity techniques for web applications, and cybersecurity for cyber-physical systems. A diverse array of technologies and techniques are explored for cybersecurity applications, such as the Internet of Things, edge computing, cloud computing, artificial intelligence, soft computing, machine learning, cross-site scripting in web-based services, neural gas (GNG) clustering technique, and more.

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science

by Mariya Ouaissa Mariyam Ouaissa Inam Ullah Khan Inam Ullah Salma El Hajjami

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science mainly focuses on the techniques of artificial intelligence (AI), Internet of Things (IoT) and data science for future communications systems.The goal of AI, IoT and data science for future communications systems is to create a venue for industry and academics to collaborate on the development of network and system solutions based on data science, AI and IoT. Recent breakthroughs in IoT, mobile and fixed communications and computation have paved the way for a data‑centric society of the future. New applications are increasingly reliant on machine‑to‑machine connections, resulting in unusual workloads and the need for more efficient and dependable infrastructures. Such a wide range of traffic workloads and applications will necessitate dynamic and highly adaptive network environments capable of self‑optimization for the task at hand while ensuring high dependability and ultra‑low latency.Networking devices, sensors, agents, meters and smart vehicles/systems generate massive amounts of data, necessitating new levels of security, performance and dependability. Such complications necessitate the development of new tools and approaches for providing successful services, management and operation. Predictive network analytics will play a critical role in insight generation, process automation required for adapting and scaling to new demands, resolving issues before they impact operational performance (e.g., preventing network failures and anticipating capacity requirements) and overall network decision‑making. To increase user experience and service quality, data mining and analytic techniques for inferring quality of experience (QoE) signals are required.AI, IoT, machine learning, reinforcement learning and network data analytics innovations open new possibilities in areas such as channel modeling and estimation, cognitive communications, interference alignment, mobility management, resource allocation, network control and management, network tomography, multi‑agent systems and network ultra‑broadband deployment prioritization. These new analytic platforms will aid in the transformation of our networks and user experience. Future networks will enable unparalleled automation and optimization by intelligently gathering, analyzing, learning and controlling huge volumes of information.

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