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Future Trends and Challenges of Molecular Imaging and AI Innovation: Proceedings of FASMI 2020 (Springer Proceedings in Physics #272)
by Kang-Ping Lin Ren-Shyan Liu Bang-Hung YangThis volumes presents the proceedings of the FASMI 2020 conference, held at Taipei Veterans General Hospital on November 20-22, 2020. It presents contributions on all aspects of molecular imaging, discovered by leading academic scientists and researchers. It also provides a premier interdisciplinary treatment of recent innovations, trend, and concerns as well as practical challenges and solutions in Molecular Imaging and put an emphasis on Artificial Intelligence applied to Imaging Data. FASMI is the annual meeting of the Federation of Asian Societies for Molecular Imaging
Future Trends in 5G and 6G: Challenges, Architecture, and Applications
by Mangesh Ghonge Ramchandra Sharad Mangrulkar Pradip M Jawandhiya Nitin GojeFuture Trends in 5G and 6G: Challenges, Architecture, and Applications offers a comprehensive overview of basic communication and networking technologies. It focuses on emerging technologies, such as Software-Defined Network (SDN)-based ad hoc networks, 5G, Machine Learning, and Deep Learning solutions for communication and networking, Cloud Computing, etc. It also includes discussions on practical and innovative applications, including Network Security, Smart Cities, e-health, and Intelligent Systems. The book addresses several key issues in SDN energy-efficient systems, the Internet of Things, Big Data, Cloud Computing and Virtualization, Machine Learning, Deep Learning, Cryptography, and 6G wireless technology and its future. It provides students, researchers, and practicing engineers with an expert guide to the fundamental concepts, challenges, architecture, applications, and state-of-the-art developments in communication and networking.
Future Visions on Biomedicine and Bioinformatics 2
by Andrew Marsh Lodewijk Bos Denis Carroll Luis Kun Laura M. RoaSwamy Laxminarayan was an outstanding researcher active in many diverse fields of science and technology. He was one of the most prominent biomedical scientists and his ideas influenced the Biomedical Technology substantially. This book tries to provide an overview on the multiple achievements of Swamy Laxminarayan. It presents a collection of his most outstanding publications and an overview on his outstanding life. This Volume is the second part of the liber amicorum in Memory of Swamy Laxminarayan.
The Future Was Here: The Commodore Amiga (Platform Studies)
by Jimmy MaherExploring the often-overlooked history and technological innovations of the world's first true multimedia computer.Long ago, in 1985, personal computers came in two general categories: the friendly, childish game machine used for fun (exemplified by Atari and Commodore products); and the boring, beige adult box used for business (exemplified by products from IBM). The game machines became fascinating technical and artistic platforms that were of limited real-world utility. The IBM products were all utility, with little emphasis on aesthetics and no emphasis on fun. Into this bifurcated computing environment came the Commodore Amiga 1000. This personal computer featured a palette of 4,096 colors, unprecedented animation capabilities, four-channel stereo sound, the capacity to run multiple applications simultaneously, a graphical user interface, and powerful processing potential. It was, Jimmy Maher writes in The Future Was Here, the world's first true multimedia personal computer.Maher argues that the Amiga's capacity to store and display color photographs, manipulate video (giving amateurs access to professional tools), and use recordings of real-world sound were the seeds of the digital media future: digital cameras, Photoshop, MP3 players, and even YouTube, Flickr, and the blogosphere. He examines different facets of the platform—from Deluxe Paint to AmigaOS to Cinemaware—in each chapter, creating a portrait of the platform and the communities of practice that surrounded it. Of course, Maher acknowledges, the Amiga was not perfect: the DOS component of the operating systems was clunky and ill-matched, for example, and crashes often accompanied multitasking attempts. And Commodore went bankrupt in 1994. But for a few years, the Amiga's technical qualities were harnessed by engineers, programmers, artists, and others to push back boundaries and transform the culture of computing.
The Future Was Here: The Commodore Amiga
by Jimmy MaherLong ago, in 1985, personal computers came in two general categories: the friendly, childish game machine used for fun (exemplified by Atari and Commodore products); and the boring, beige adult box used for business (exemplified by products from IBM). The game machines became fascinating technical and artistic platforms that were of limited real-world utility. The IBM products were all utility, with little emphasis on aesthetics and no emphasis on fun. Into this bifurcated computing environment came the Commodore Amiga 1000. This personal computer featured a palette of 4,096 colors, unprecedented animation capabilities, four-channel stereo sound, the capacity to run multiple applications simultaneously, a graphical user interface, and powerful processing potential. It was, Jimmy Maher writes in The Future Was Here, the world's first true multimedia personal computer. Maher argues that the Amiga's capacity to store and display color photographs, manipulate video (giving amateurs access to professional tools), and use recordings of real-world sound were the seeds of the digital media future: digital cameras, Photoshop, MP3 players, and even YouTube, Flickr, and the blogosphere. He examines different facets of the platform--from Deluxe Paint to AmigaOS to Cinemaware--in each chapter, creating a portrait of the platform and the communities of practice that surrounded it. Of course, Maher acknowledges, the Amiga was not perfect: the DOS component of the operating systems was clunky and ill-matched, for example, and crashes often accompanied multitasking attempts. And Commodore went bankrupt in 1994. But for a few years, the Amiga's technical qualities were harnessed by engineers, programmers, artists, and others to push back boundaries and transform the culture of computing.
Future Wireless and Optical Networks
by Shengming JiangThis book reviews the challenges of all-optical and wireless networks for the future Internet, with a focus on cross-layer design and optimization. Features: presents a thorough introduction to major networking modes and their effect on Internet development; proposes a new structure favorable for all-optical packet switching; discusses a new quality of service (QoS) provisioning approach, which overcomes the scalability problem of IntServ and the coarse QoS granularity of DiffServ; describes the end-to-end arguments in Internet design, before investigating a solution to congestion control problems in multi-hop wireless and all-optical networks; examines how to exploit multiple-input-multiple-output technology to improve network performance in centralized wireless networks; surveys green networking strategies from a quantitative perspective; suggests a strategic vision for possible developments of network technology for the future Internet.
The Future X Network: A Bell Labs Perspective
by Marcus K. WeldonWe are at the dawn of an era in networking that has the potential to define a new phase of human existence. This era will be shaped by the digitization and connection of everything and everyone with the goal of automating much of life, effectively creating time by maximizing the efficiency of everything we do and augmenting our intelligence with knowledge that expedites and optimizes decision-making and everyday routines and processes.The Future X Network: A Bell Labs Perspective outlines how Bell Labs sees this future unfolding and the key technological breakthroughs needed at both the architectural and systems levels. Each chapter of the book is dedicated to a major area of change and the network and systems innovation required to realize the technological revolution that will be the essential product of this new digital future.
Futureproof: 9 reglas para los humanos en la era de la automatizacion
by Kevin Roose«Una guía concisa, esclarecedora y sofisticada para defender los valores humanos en la nueva era de las máquinas.» The New York Times Book Review Las máquinas ya están aquí. Los algoritmos dan forma a todo lo que nos rodea: los programas que vemos, la música que escuchamos, los productos que compramos o las relaciones que creamos. Y mientras seguimos inmersos en el eterno debate de si la automatización destruirá nuestros puestos de trabajo, ignoramos una pregunta importante: ¿Qué significa ser humano en un mundo diseñado cada vez más por y para las máquinas? En Futureproof: 9 reglas para los humanos en la era de la automatización, el columnista de The New York Times Kevin Roose rechaza la creencia popular de que para competir con las máquinas tenemos que parecernos a ellas: hipereficientes esclavos de los datos. Mantiene, en cambio, que debemos enfocarnos en desarrollar las actividades creativas, inspiradoras y relevantes que nos distinguen como seres humanos. Roose revela los secretos de las personas y las organizaciones que han sobrevivido al cambio tecnológico y explica cómo podemos proteger nuestro futuro con lecciones como: Regla 1. Sé sorprendente, sociable y excepcional Regla 2. Resiste el embate de las máquinas Regla 3. Haz a un lado tus dispositivos Regla 4. Deja huella Regla 5. No seas un punto de conexión Regla 6. Trata la IA como si fuera un ejército de chimpancés Regla 7. Construye redes grandes y pequeñas Regla 8. Aprende humanidades para la era de las máquinas Regla 9. Arma a los rebeldes Una guía pragmática y esperanzadora sobre cómo defendernos del avance arrasador de las máquinas y prosperar en la era de la automatización convirtiéndonos en humanos irremplazables. Reseñas:«Una clara y convincente estrategia para superarla siguiente ola de la tecnología con nuestros trabajos (y almas) intactos. Tanto si eres optimista como pesimista sobre el futuro, Futureproof es la guía de supervivencia que necesitas.»Charles Duhigg, autor de Más agudo, más rápido y mejor y El poder de los hábitos «Kevin Roose nos enseña cómo las personas podemos hacer frente individualmente al cambio tecnológico anteponiendo siempre la humanidad.»Andrew Yang, candidato demócrata a la presidencia de EEUU y defensor de la renta básica universal
Futureproof: 9 Rules for Surviving in the Age of AI
by Kevin RooseA practical, deeply reported survival guide for the age of AI, written by the New York Times tech columnist who has introduced millions to the promise and pitfalls of artificial intelligence. &“Artificial intelligence can be terrifying, but Kevin Roose provides a clear, compelling strategy for surviving the next wave of technology with our jobs—and souls—intact.&”—Charles Duhigg, author of The Power of Habit It&’s time to get real about AI. After decades of hype and sci-fi fantasies, AI—artificial intelligence—is leaping out of research labs and into the center of our lives. Millions of people now use tools like ChatGPT and DALL-E 2 to write essays, create art and finish coding projects. AI programs are already beating humans in fields like law, medicine and entertainment, and they&’re getting better every day. But AI doesn&’t just threaten our jobs. It shapes our entire human experience, steering our behavior and influencing our choices about which TV shows to watch, which clothes to buy, and which politicians to vote for. And while many experts argue about whether a robot apocalypse is near, one critical question has gone unanswered: In a world where AI is ascendant, how can humans survive and thrive? In Futureproof: 9 Rules for Humans in the Age of Automation, New York Times technology columnist Kevin Roose shares the secrets of people and organizations that have successfully navigated waves of technological change, and explains what skills are necessary to stay ahead of the curve today, with lessons like • Be surprising, social, and scarce• Resist machine drift• Leave handprints• Demote your devices• Treat AI like a chimp army Roose rejects the conventional wisdom that in order to compete with AI, we have to become more like robots ourselves—hyper-efficient, data-driven workhorses. Instead, he says, we should focus on being more human, and doing the kinds of creative, inspiring, and meaningful things even the most advanced algorithms can&’t do.
FutureShop: How to Trade Up to a Luxury Lifestyle Today
by Daniel NissanoffThis is a book about change. In particular, it's about how our consumer culture is rapidly evolving to allow us to live better, richer lives for less. The catalyst to this change is eBay and similar sites that are quickly growing into mainstream shopping venues and creating unprecedented levels of liquidity for our everyday goods. The wave of the future will be temporary ownership-consumers will be able to buy what they really want because they'll be able to easily sell it when they are ready to upgrade to the next item on their wish list. Veteran Web entrepreneur Daniel Nissanoff's invaluable heads-up explores why this change is taking place and discusses what consumers and businesses can do in order to benefit from this new paradigm.
Futuristic Research Trends and Applications of Internet of Things
by Bhawana Rudra Anshul Verma Shekhar Verma Bhanu ShresthaThe Internet of Things (IoT) is an interconnection of several devices, networks, technologies, and human resources to achieve a common goal. A variety of IoT-based applications are being used in different sectors and have succeeded in providing huge benefits to the users. As a revolution, IoT overtook the entire global landscape with its presence in almost every sector, including smart cities, smart grid, intelligent transportation, healthcare, education, and so on. This technological revolution also moved to the machines, converting them into intelligent computers that can make real-time decisions and communicate with each other, forming an Internet of Systems/Machines. The use of secure light-weight protocols will help us in developing environment-friendly and energy-efficient IoT systems. IoT is an emerging and recent area of research, adopted for many applications, and there is a need to investigate further challenges in all aspects of it. This book will provide information on fundamentals, architectures, communication protocols, use of AI, existing applications, and emerging research trends in IoT. It follows a theoretical approach to describe the fundamentals for beginners as well as a practical approach with the implementation of case studies for intermediate and advanced readers. The book will be beneficial for academicians, researchers, developers, and engineers who work in or are interested in fields related to IoT. This book serves as a reference for graduate and postgraduate courses in computer science, computer engineering, and information technology streams.
Futuristic Trends in Network and Communication Technologies: First International Conference, FTNCT 2018, Solan, India, February 9–10, 2018, Revised Selected Papers (Communications in Computer and Information Science #958)
by Pradeep Kumar Singh Marcin Paprzycki Bharat Bhargava Jitender Kumar Chhabra Narottam Chand Kaushal Yugal KumarThis book constitutes the refereed proceedings of the First International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2018, held in Solan, India, in February 2018. The 37 revised full papers presented were carefully reviewed and selected from 239 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on communication technologies, Internet of Things (IoT), network technologies, and wireless networks.
Futuristic Trends in Network and Communication Technologies: Third International Conference, FTNCT 2020, Taganrog, Russia, October 14–16, 2020, Revised Selected Papers, Part II (Communications in Computer and Information Science #1396)
by Pradeep Kumar Singh Gennady Veselov Anton Pljonkin Yugal Kumar Marcin Paprzycki Yuri ZachinyaevThis two-wolume set (CCIS 1395-1396) constitutes the refereed proceedings of the Third International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2020, held in Taganrog, Russia, in October 2020.The 80 revised papers presented were carefully reviewed and selected from 291 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on communication technologies; security and privacy; futuristic computing technologies; network and computing technologies; wireless networks and Internet of Things (IoT).
Futuristic Trends in Network and Communication Technologies: Third International Conference, FTNCT 2020, Taganrog, Russia, October 14–16, 2020, Revised Selected Papers, Part I (Communications in Computer and Information Science #1395)
by Pradeep Kumar Singh Gennady Veselov Valeriy Vyatkin Anton Pljonkin Juan Manuel Dodero Yugal KumarThis two-wolume set (CCIS 1395-1396) constitutes the refereed proceedings of the Third International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2020, held in Taganrog, Russia, in October 2020.The 80 revised full papers presented were carefully reviewed and selected from 291 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on communication technologies; security and privacy; futuristic computing technologies; network and computing technologies; wireless networks and Internet of Things (IoT).
Futuristic Trends in Networks and Computing Technologies: Second International Conference, FTNCT 2019, Chandigarh, India, November 22–23, 2019, Revised Selected Papers (Communications in Computer and Information Science #1206)
by Pradeep Kumar Singh Sanjay Sood Yugal Kumar Marcin Paprzycki Anton Pljonkin Wei-Chiang HongThis book constitutes the refereed proceedings of the Second International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2019, held in Chandigarh, India, in November 2019.The 49 revised full papers and 6 short papers presented were carefully reviewed and selected from 226 submissions. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on network and computing technologies; wireless networks and Internet of Things (IoT); futuristic computing technologies; communication technologies, security and privacy.
Futuristic Trends in Networks and Computing Technologies: Select Proceedings of Fourth International Conference on FTNCT 2021 (Lecture Notes in Electrical Engineering #936)
by Pradeep Kumar Singh Sławomir T. Wierzchoń Jitender Kumar Chhabra Sudeep TanwarThis book constitutes the refereed proceedings of the Fourth International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2021. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on network and computing technologies; wireless networks and Internet of Things (IoT); futuristic computing technologies; communication technologies, security, and privacy. The volume will serve as a reference resource for researchers and practitioners in academia and industry.
El futuro es ahora: Un viaje a través de la realidad virtual
by Jaron LanierEl padre de la realidad virtual nos explica sus infinitas posibilidades a través de su experiencia con la tecnología. A través del fascinante recorrido de una vida dedicada a la tecnología, Jaron Lanier expone la capacidad de la realidad virtual para iluminar y amplificar la comprensión que tenemos de nuestra especie y ofrece a los lectores una nueva perspectiva sobre cómo el cerebro y el cuerpo humano se conectan al mundo. Al entender la realidad virtual como una aventura tanto científica como cultural, Lanier demuestra el componente humanístico que esta aporta a la tecnología. Si bien sus libros anteriores ofrecían una visión más crítica de las redes sociales y de otras manifestaciones de la tecnología, en El futuro es ahora el autor argumenta que la realidad virtual puede hacer que nuestra vida sea más rica y más completa. Una obra que no solo nos muestra qué significa ser humano en esta era de posibilidades tecnológicas sin precedentes, sino que también une la dimensión tecnológica con nuestra experiencia corporal. Reseñas:«Una historia maravillosa, profundamente humana y sumamente personal.»Dave Eggers «Es el padre de la realidad virtual y un genio de la tecnología punta.»Sunday Times «Una mente tan ilimitada como internet.»Evening Standard «Íntimo e idiosincrásico [...] peculiar y fascinante [...] La vívida imaginación de Lanier se convierte en un personaje más. Su visión es humanista e insiste en que el objetivo más importante del desarrollo de la realidad virtual debe ser la conexión humana.»The New York Times Book Review «Una lectura esencial, no solo para los conocedores de la realidad virtual, sino para cualquiera interesado en comprender cómo la sociedad ha llegado a convertirse en lo que es hoy en día y en qué podría convertirse en un futuro no tan lejano.»The Economist «Brillante e inspirador.»Publishers Weekly
Fuzziness in Information Systems
by Miroslav HudecThis book is an essential contribution to the description of fuzziness in information systems. Usually users want to retrieve data or summarized information from a database and are interested in classifying it or building rule-based systems on it. But they are often not aware of the nature of this data and/or are unable to determine clear search criteria. The book examines theoretical and practical approaches to fuzziness in information systems based on statistical data related to territorial units. Chapter 1 discusses the theory of fuzzy sets and fuzzy logic to enable readers to understand the information presented in the book. Chapter 2 is devoted to flexible queries and includes issues like constructing fuzzy sets for query conditions, and aggregation operators for commutative and non-commutative conditions, while Chapter 3 focuses on linguistic summaries. Chapter 4 presents fuzzy logic control architecture adjusted specifically for the aims of business and governmental agencies, and shows fuzzy rules and procedures for solving inference tasks. Chapter 5 covers the fuzzification of classical relational databases with an emphasis on storing fuzzy data in classical relational databases in such a way that existing data and normal forms are not affected. This book also examines practical aspects of user-friendly interfaces for storing, updating, querying and summarizing. Lastly, Chapter 6 briefly discusses possible integration of fuzzy queries, summarization and inference related to crisp and fuzzy databases. The main target audience of the book is researchers and students working in the fields of data analysis, database design and business intelligence. As it does not go too deeply into the foundation and mathematical theory of fuzzy logic and relational algebra, it is also of interest to advanced professionals developing tailored applications based on fuzzy data.
Fuzzy-AI Model and Big Data Exploration: A Methodological Philosophy in Solving Problems in Digital Era
by Shaopei LinBased on the idea of a universal rule for problem solving, the book suggests that the “System-Fuzzy Approach (SFA)” Model can be applied to various complex real-world problems. It is the first book for problem solving in complicated problems with a universal project management tool. Systematic searching is an essential step in identifying the right direction in problem solving; and the fuzzy steps in concrete problem solving reflect the flexibility and compromises involved in the process. Nevertheless, the fuzzy steps also demonstrate human beings’ impressively flexible problem-solving skills. Simulating human decision-making processes based on fuzzy information processing is essential in our digital era, in which many problems need to be solved by means of artificial intelligence; hence the Fuzzy-AI Model emerged. As a universal rule and tool, it can be applied to a broad range of real-world problems. Offering a valuable guide to fuzzy decision-making, this book is intended for researchers, scientists and graduate students in the fields of Engineering, Economics, Sociology, Managerial Science, Project Management etc.
Fuzzy and Multi-Level Decision Making: Soft Computing Approaches (Studies in Fuzziness and Soft Computing #368)
by Chi-Bin Cheng Hsu-Shih Shih E. Stanley LeeThis book offers a comprehensive overview of cutting-edge approaches for decision-making in hierarchical organizations. It presents soft-computing-based techniques, including fuzzy sets, neural networks, genetic algorithms and particle swarm optimization, and shows how these approaches can be effectively used to deal with problems typical of this kind of organization. After introducing the main classical approaches applied to multiple-level programming, the book describes a set of soft-computing techniques, demonstrating their advantages in providing more efficient solutions to hierarchical decision-making problems compared to the classical methods. Based on the book Fuzzy and Multi-Level Decision Making (Springer, 2001) by Lee E.S and Shih, H., this second edition has been expanded to include the most recent findings and methods and a broader spectrum of soft computing approaches. All the algorithms are presented in detail, together with a wealth of practical examples and solutions to real-world problems, providing students, researchers and professionals with a timely, practice-oriented reference guide to the area of interactive fuzzy decision making, multi-level programming and hierarchical optimization.
Fuzzy Approaches for Soft Computing and Approximate Reasoning: Dedicated to Bernadette Bouchon-Meunier (Studies in Fuzziness and Soft Computing #394)
by Marie-Jeanne Lesot Christophe MarsalaThis book gathers cutting-edge papers in the area of Computational Intelligence, presented by specialists, and covering all major trends in the research community in order to provide readers with a rich primer. It presents an overview of various soft computing topics and approximate reasoning-based approaches, both from theoretical and applied perspectives. Numerous topics are covered: fundamentals aspects of fuzzy sets theory, reasoning approaches (interpolative, analogical, similarity-based), decision and optimization theory, fuzzy databases, soft machine learning, summarization, interpretability and XAI. Moreover, several application-based papers are included, e.g. on image processing, semantic web and intelligent tutoring systems. This book is dedicated to Bernadette Bouchon-Meunier in honor of her achievements in Computational Intelligence, which, throughout her career, have included profuse and diverse collaborations, both thematically and geographically.
Fuzzy Cognitive Maps: Best Practices and Modern Methods
by Philippe J. Giabbanelli Gonzalo NápolesThis book starts with the rationale for creating an FCM by contrast to other techniques for participatory modeling, as this rationale is a key element to justify the adoption of techniques in a research paper. Fuzzy cognitive mapping is an active research field with over 20,000 publications devoted to externalizing the qualitative perspectives or “mental models” of individuals and groups. Since the emergence of fuzzy cognitive maps (FCMs) back in the 80s, new algorithms have been developed to reduce bias, facilitate the externalization process, or efficiently utilize quantitative data via machine learning. It covers the development of an FCM with participants through a traditional in-person setting, drawing from the experience of practitioners and highlighting solutions to commonly encountered challenges. The book continues with introducing principles of simulations with FCMs as a tool to perform what-if scenario analysis, while extending those principles to more elaborated simulation scenarios where FCMs and agent-based modeling are combined. Once an FCM model is obtained, the book then details the analytical tools available for practitioners (e.g., to identify the most important factors) and provides examples to aid in the interpretation of results. The discussion concerning relevant extensions is equally pertinent, which are devoted to increasing the expressiveness of the FCM formalism in problems involving uncertainty. The last four chapters focus on building FCM models from historical data. These models are typically needed when facing multi-output prediction or pattern classification problems. In that regard, the book smoothly guides the reader from simple approaches to more elaborated algorithms, symbolizing the noticeable progress of this field in the last 35 years. Problems, recent references, and functional codes are included in each chapter to provide practice and support further learning from practitioners and researchers.
Fuzzy Cognitive Maps: A Tool for the Modeling and Simulation of Processes and Systems (Studies in Fuzziness and Soft Computing #427)
by László T. KóczyThis book is considered as a monograph but also as a potential textbook for graduate students, focusing on the application of FCMs for modelling and analysing the behaviour of multicomponent systems. In the last two decades, no monograph or textbook has been published on the topic Fuzzy Cognitive Maps (FCM), so this new book is definitely filling a gap in the literature of computational intelligence. The book is built up didactically, the novel results in the field being presented in the way of starting with two real-life case studies, one in the area of waste management, while the other one in modelling bank management systems. In both cases, the book starts with explaining the applied problem and then presenting how the model construction is done and what problems emerge when attempts are made for applying directly earlier results on FCM modelling. In the first case study, the problem of the oversimplification leads to inadequacy of the model, and then it is shown how new, much finer models can be built up based on expert domain knowledge. Then, the new problem of losing transparency and interpretability emerges, and as a solution, a new algorithm family is proposed that reduces FCMs to fewer components, while preserving the essential characteristics of the original model.The second case study raises the problems of stability and sensitivity of FCMs, especially, considering that expert knowledge is often uncertain and subjective. The new results summarised in the book target the questions of how to ascertain whether an FCM is converging to one or several fixed point attractors, whether there is a bifurcation when parameters are changing, etc. Both problems deal with the ultimate question whether the system modelled is stable and sustainable.
Fuzzy Collaborative Forecasting and Clustering: Methodology, System Architecture, and Applications (SpringerBriefs in Applied Sciences and Technology)
by Tin-Chih Toly Chen Katsuhiro HondaThis book introduces the basic concepts of fuzzy collaborative forecasting and clustering, including its methodology, system architecture, and applications. It demonstrates how dealing with disparate data sources is becoming more and more popular due to the increasing spread of internet applications. The book proposes the concepts of collaborative computing intelligence and collaborative fuzzy modeling, and establishes several so-called fuzzy collaborative systems. It shows how technical constraints, security issues, and privacy considerations often limit access to some sources. This book is a valuable source of information for postgraduates, researchers and fuzzy control system developers, as it presents a very effective fuzzy approach that can deal with disparate data sources, big data, and multiple expert decision making.
Fuzzy Control, Estimation and Diagnosis
by Magdi S. MahmoudThis textbook explains the principles of fuzzy systems in some depth together with information useful in realizing them within computational processes. The various algorithms and example problem solutions are a well-balanced and pertinent aid for research projects, laboratory work and graduate study. In addition to its worked examples, the book also uses end-of-chapter exercises as an instructional aid with a downloadable solutions manual available to instructors. The content of the book is developed and extended from material taught for four years in the author's classes. The text provides a broad overview of fuzzy control, estimation and fault diagnosis. It ranges over various classes of target system and modes of control and then turns to filtering, stabilization, and fault detection and diagnosis. Applications, simulation tools and an appendix on algebraic inequalities complete a unified approach to the analysis of single and interconnected fuzzy systems. Fuzzy Control, Estimation and Fault Detection is a guide for final-year undergraduate and graduate students of electrical and mechanical engineering, computer science and information technology, and will also be instructive for professionals in the information technology sector.