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Nonlinear System Identification: From Classical Approaches to Neural Networks, Fuzzy Models, and Gaussian Processes
by Oliver NellesThis book provides engineers and scientists in academia and industry with a thorough understanding of the underlying principles of nonlinear system identification. It equips them to apply the models and methods discussed to real problems with confidence, while also making them aware of potential difficulties that may arise in practice. Moreover, the book is self-contained, requiring only a basic grasp of matrix algebra, signals and systems, and statistics. Accordingly, it can also serve as an introduction to linear system identification, and provides a practical overview of the major optimization methods used in engineering. The focus is on gaining an intuitive understanding of the subject and the practical application of the techniques discussed. The book is not written in a theorem/proof style; instead, the mathematics is kept to a minimum, and the ideas covered are illustrated with numerous figures, examples, and real-world applications. In the past, nonlinear system identification was a field characterized by a variety of ad-hoc approaches, each applicable only to a very limited class of systems. With the advent of neural networks, fuzzy models, Gaussian process models, and modern structure optimization techniques, a much broader class of systems can now be handled. Although one major aspect of nonlinear systems is that virtually every one is unique, tools have since been developed that allow each approach to be applied to a wide variety of systems.
Nonlinear Time Series Analysis
by Holger Kantz Thomas SchreiberThe paradigm of deterministic chaos has influenced thinking in many fields of science. Chaotic systems show rich and surprising mathematical structures. In the applied sciences, deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which do not seem to be inherently stochastic. The most direct link between chaos theory and the real world is the analysis of time series from real systems in terms of nonlinear dynamics. Experimental technique and data analysis have seen such dramatic progress that, by now, most fundamental properties of nonlinear dynamical systems have been observed in the laboratory. Great efforts are being made to exploit ideas from chaos theory wherever the data displays more structure than can be captured by traditional methods. Problems of this kind are typical in biology and physiology but also in geophysics, economics, and many other sciences.
Nonlinearity: Ordinary and Fractional Approximations by Sublinear and Max-Product Operators (Studies In Systems, Decision And Control #147)
by George A. AnastassiouThis book focuses on approximations under the presence of ordinary and fractional smoothness, presenting both the univariate and multivariate cases. It also explores approximations under convexity and a new trend in approximation theory –approximation by sublinear operators with applications to max-product operators, which are nonlinear and rational providing very fast and flexible approximations. The results presented have applications in numerous areas of pure and applied mathematics, especially in approximation theory and numerical analysis in both ordinary and fractional senses. As such this book is suitable for researchers, graduate students, and seminars of the above disciplines, and is a must for all science and engineering libraries.
Nonparametric Bayesian Learning for Collaborative Robot Multimodal Introspection
by Xuefeng Zhou Hongmin Wu Juan Rojas Zhihao Xu Shuai LiThis open access book focuses on robot introspection, which has a direct impact on physical human–robot interaction and long-term autonomy, and which can benefit from autonomous anomaly monitoring and diagnosis, as well as anomaly recovery strategies. In robotics, the ability to reason, solve their own anomalies and proactively enrich owned knowledge is a direct way to improve autonomous behaviors. To this end, the authors start by considering the underlying pattern of multimodal observation during robot manipulation, which can effectively be modeled as a parametric hidden Markov model (HMM). They then adopt a nonparametric Bayesian approach in defining a prior using the hierarchical Dirichlet process (HDP) on the standard HMM parameters, known as the Hierarchical Dirichlet Process Hidden Markov Model (HDP-HMM). The HDP-HMM can examine an HMM with an unbounded number of possible states and allows flexibility in the complexity of the learned model and the development of reliable and scalable variational inference methods.This book is a valuable reference resource for researchers and designers in the field of robot learning and multimodal perception, as well as for senior undergraduate and graduate university students.
Nonparametric Statistics: 3rd ISNPS, Avignon, France, June 2016 (Springer Proceedings in Mathematics & Statistics #250)
by Patrice Bertail Delphine Blanke Pierre-André Cornillon Eric Matzner-LøberThis volume presents the latest advances and trends in nonparametric statistics, and gathers selected and peer-reviewed contributions from the 3rd Conference of the International Society for Nonparametric Statistics (ISNPS), held in Avignon, France on June 11-16, 2016. It covers a broad range of nonparametric statistical methods, from density estimation, survey sampling, resampling methods, kernel methods and extreme values, to statistical learning and classification, both in the standard i.i.d. case and for dependent data, including big data. The International Society for Nonparametric Statistics is uniquely global, and its international conferences are intended to foster the exchange of ideas and the latest advances among researchers from around the world, in cooperation with established statistical societies such as the Institute of Mathematical Statistics, the Bernoulli Society and the International Statistical Institute. The 3rd ISNPS conference in Avignon attracted more than 400 researchers from around the globe, and contributed to the further development and dissemination of nonparametric statistics knowledge.
Nonparametric Statistics: 4th ISNPS, Salerno, Italy, June 2018 (Springer Proceedings in Mathematics & Statistics #339)
by Luigi Salmaso Michele La Rocca Brunero LiseoHighlighting the latest advances in nonparametric and semiparametric statistics, this book gathers selected peer-reviewed contributions presented at the 4th Conference of the International Society for Nonparametric Statistics (ISNPS), held in Salerno, Italy, on June 11-15, 2018. It covers theory, methodology, applications and computational aspects, addressing topics such as nonparametric curve estimation, regression smoothing, models for time series and more generally dependent data, varying coefficient models, symmetry testing, robust estimation, and rank-based methods for factorial design. It also discusses nonparametric and permutation solutions for several different types of data, including ordinal data, spatial data, survival data and the joint modeling of both longitudinal and time-to-event data, permutation and resampling techniques, and practical applications of nonparametric statistics.The International Society for Nonparametric Statistics is a unique global organization, and its international conferences are intended to foster the exchange of ideas and the latest advances and trends among researchers from around the world and to develop and disseminate nonparametric statistics knowledge. The ISNPS 2018 conference in Salerno was organized with the support of the American Statistical Association, the Institute of Mathematical Statistics, the Bernoulli Society for Mathematical Statistics and Probability, the Journal of Nonparametric Statistics and the University of Salerno.
Nonprofit Digital Transformation Demystified: A Practical Guide
by Ali A. Gooyabadi Zahra GorjianKhanzad Newton LeeIn this compelling journey into Digital Transformation (DT) tailored for Nonprofit Organizations (NPOs), this book unravels the intricacies of technological integration. Grounded in over one hundred years of extensive research by authors and the editor, real-world examples, and using the San Diego Diplomacy Council (SDDC) as a primary case study, it introduces a tailored Digital Maturity Model (DMM) for NPOs. At the heart of this transformation are three pivotal pillars: Culture, Ethics, and Security.Part I sets the stage, painting a landscape of how NPOs have intertwined with the digital realm. As technology's omnipresence surges, Chapter Two offers a panorama of DT's historical and contemporary intersections with the nonprofit sector. The subsequent chapter emphasizes the stark reality: for many NPOs, digital adaptation is no longer about relevance but survival.Part II delves into the comparative digital strategies of NPOs and their for-profit counterparts in Chapter 4, highlighting the need for tailored approaches. Chapter 5 explores the Nonprofit Digital Maturity Model (NDMM), using the San Diego Diplomacy Council as a focal point. The journey then unfolds further in Chapter 6, which casts a spotlight on the strategic execution of DT in NPOs, weaving in comprehensive analyses to dissect the forces shaping an NPO's digital trajectory.Part III dives deeper, with Chapter 7 laying the foundation of the NDMM. The subsequent chapter meticulously unpacks the NDMM, culminating in Chapter 9, which emphasizes the pillars of DT—Culture, Ethics, and Security—forming the essence of the Nonprofit DT Strategic Framework (NDTSF). This chapter also crafts a tailored roadmap for NPOs, charting a comprehensive DT course.Concluding with a forward-looking stance, Chapter 10 thrusts readers into the enthralling fusion of AI and NPOs, exploring transformative potentials and ethical concerns. Through real-world cases, it positions AI as both a potent tool and a vital dialogue for NPOs. Essentially, this book equips NPOs with tools like the NDMM and insights from successful DT narratives. It seeks to provide a practical guide for nonprofits through their DT journey, ensuring they harness technology ethically and effectively without compromising their core values.
Nonproliferation Issues For Weapons of Mass Destruction (Public Administration and Public Policy)
by Mark A. Prelas Michael S. PeckNonproliferation Issues for Weapons of Mass Destruction provides an understanding of WMD proliferation risks by bridging complex technical and political issues. The text begins by defining the world conditions that foster proliferation, followed by an analysis of characteristics of various classes of WMDs, including nuclear, biological, and chemica
Nonsequential and Distributed Programming with Go: Synchronization of Concurrent Processes: Communication - Cooperation - Competition
by Christian MaurerDer Band bietet eine kompakte Einführung in die Nichtsequentielle Programmierung als gemeinsamen Kern von Vorlesungen über Betriebssysteme, Verteilte Systeme, Parallele Algorithmen, Echtzeitprogrammierung und Datenbanktransaktionen. Basiskonzepte zur Synchronisation und Kommunikation nebenläufiger Prozesse werden systematisch dargestellt: Schlösser, Semaphore, Monitore, lokaler und netzweiter Botschaftenaustausch. Die Algorithmen sind in der Programmiersprache Google Go formuliert, mit der viele Synchronisationskonzepte ausgedrückt werden können.
Nonsmooth Modeling and Simulation for Switched Circuits
by Olivier Bonnefon Bernard Brogliato Vincent AcaryNonsmooth Modeling and Simulation for Switched Circuits concerns the modeling and the numerical simulation of switched circuits with the nonsmooth dynamical systems (NSDS) approach, using piecewise-linear and multivalued models of electronic devices like diodes, transistors, switches. Numerous examples (ranging from introductory academic circuits to various types of power converters) are analyzed and many simulation results obtained with the INRIA open-source SICONOS software package are presented. Comparisons with SPICE and hybrid methods demonstrate the power of the NSDS approach. Nonsmooth Modeling and Simulation for Switched Circuits is intended to researchers and engineers in the field of circuits simulation and design, but may also attract applied mathematicians interested by the numerical analysis for nonsmooth dynamical systems, as well as researchers from Systems and Control.
Nonsymmetric Operads in Combinatorics (SpringerBriefs in Computer Science)
by Samuele GiraudoOperads are algebraic devices offering a formalization of the concept of operations with several inputs and one output. Such operations can be naturally composed to form more complex ones. Coming historically from algebraic topology, operads intervene now as important objects in computer science and in combinatorics. A lot of operads involving combinatorial objects highlight some of their properties and allow to discover new ones.This book portrays the main elements of this theory under a combinatorial point of view and exposes the links it maintains with computer science and combinatorics. Examples of operads appearing in combinatorics are studied. The modern treatment of operads consisting in considering the space of formal power series associated with an operad is developed. Enrichments of nonsymmetric operads as colored, cyclic, and symmetric operads are reviewed.
Nontraditional Database Systems
by Yahiko Kambayashi Masaru Kitsuregawa Akifumi Makinouchi Shunsuke Uemura Katsumi Tanaka Yoshifumi MasunagaNontraditional Database Systems is the fifth volume in the Advanced Information Processing Technology series. It brings together the results of research carried out by the Japanese database research community in the field of nontraditional database systems. The book examines nontraditional types of applications, data types, systems and environments together with high-performance architecture to support nontraditional applications, such as web mining, data engineering and object processing.
Nonvolatile Memory Design: Magnetic, Resistive, and Phase Change
by Hai Li Yiran ChenThe manufacture of flash memory, which is the dominant nonvolatile memory technology, is facing severe technical barriers. So much so, that some emerging technologies have been proposed as alternatives to flash memory in the nano-regime. Nonvolatile Memory Design: Magnetic, Resistive, and Phase Changing introduces three promising candidates: phase-change memory, magnetic random access memory, and resistive random access memory. The text illustrates the fundamental storage mechanism of these technologies and examines their differences from flash memory techniques. Based on the latest advances, the authors discuss key design methodologies as well as the various functions and capabilities of the three nonvolatile memory technologies.
NOOK eReaders For Dummies
by Corey SandlerPortable guide to NOOK Simple Touch and NOOK ColorNOOK e-readers are hotter than ever. Now you can get even more out of your NOOK Simple Touch and NOOK Color e-readers with this easy-access guide. Crammed with everything from how to personalize your NOOK or download books from a library of over two million choices to how to use the free Android apps or listen to audio books, this book covers everything you need to know and then some. It's fun, practical, portable, and packed with content, just like your new NOOK. So, get this great guide and get going. Covers everything you need to know to get the most out of your NOOK Simple Touch or NOOK Color e-readerExplains essential technical details on wireless access, software updates, and touchscreen technologyWalks you through how to download and shop for e-books, listen to music, adjust lighting and fonts to optimize your reading experience, or listen to audio booksExplores how to use Android-based apps that come with NOOK, ways to create your own e-books, how to personalize your NOOK with accessories, how to share books with friends, and much moreNOOK eReaders For Dummies, Portable Edition is the perfect accessory for your new NOOK!
NOOK For Dummies
by Corey SandlerNOOK For Dummies provides readers with all the information they need in order to get the most out of their NOOK e-reader. Key topics covered include: Introducing the ebook and e-reader concept Navigating the technical aspects of The NOOK including touchscreen technology, wireless access, software updates Downloading and shopping for e-books Listening to music on your NOOK Powering the NOOK Formats Reading an e-book on an e-reader, including lighting, font adjustments, and so on Using the Android-based applications that come with the NOOK Listening to audio books on the NOOK Creating your own ebooks Personalizing the NOOK, including accessories (B&N expects a strong revenue stream from what they call the "NOOK Eco-System," which will include the accessories, personalizations, applications, and more) Sharing books on The NOOK Internet Resources 10 Things Other Than A Book to Keep on Your NOOK
NOOK HD: The Missing Manual
by Preston GrallaYou can do many things with NOOK HD right out of the box, but if you really want to get the most from your HD or HD+ tablet, start with this book. With clear instructions, full-color illustrations, and savvy advice from technology expert Preston Gralla, you’ll learn how to use email and the Web, watch movies and shows, play games, listen to music, and enjoy your personal ebook library.The important stuff you need to know:Relax with a book. Load your NOOK library with ebooks, comics, and interactive books for kids.Play with apps. Enjoy the games and apps everyone’s talking about.Go online. Browse the Web and check your email with built-in WiFi.Be social. Share books and recommendations with your NOOK Friends, and Facebook and Twitter contacts.Take in a show. Watch movies and TV series, and listen to your favorite music anywhere.Read all about it. Subscribe to a variety of magazines and newspapers.
NOOK HD For Dummies, Portable Edition
by Corey SandlerThe fun is just a tap away with the nifty NOOK Tablet! It's an e-reader, it's a tablet, and it's hot! The NOOK Tablet offers all the advantages of an Android-based tablet, and this small-trim book is packed with information about how to use it. Learn to set up your NOOK Tablet, navigate the touchscreen, download and read e-books, access the Internet, use all the cool Android apps that are included, and much more. Find out how to create your own e-books, share books with others, listen to music or watch streaming video on your NOOK Tablet, personalize your tablet, add accessories, and take advantage of all it offers. Explains the hybrid e-reader/tablet concept and shows how to navigate the NOOK Tablet touchscreen, connect wirelessly, install software updates, and use the built-in web browser Covers reading e-books and how to adjust lighting and fonts for your reading comfort Guides you through shopping for and downloading e-books, watching streaming video from Netflix, Hulu, and other sources, and creating a slideshow of photos from your digital camera Shows how to side-load video and music from your computer, listen to audiobooks, and interact with NOOK Tablet using the built-in microphone Tells how to personalize your NOOK Tablet, share e-books, and use all the built-in Android-based apps Just like the NOOK Tablet itself, NOOK Tablet For Dummies, Portable Edition is packed with everything you need to be NOOKing in no time!
NOOK Tablet: The Missing Manual
by Preston Gralla<p>Combine a world-class e-reader with a top-notch tablet—then add know-how from technology guru Preston Gralla—and you have the perfect recipe for portable entertainment. Packed with clear instructions and helpful illustrations, this book gets you up to speed on the NOOK Tablet so you can enjoy ebooks, magazines, games, apps, TV shows, and movies right away.</p>
NOOK Tablet: Out of the Box
by Preston Gralla Brian SawyerWhen you open the box for your brand-new NOOK Tablet, you'll find Barnes & Noble's latest 7-inch media device to hit the market, a USB cable, power adapter, and a "Quick Start Guide" that tells you how to turn it on. But to really take advantage of all the content and features the device has to offer, you'll need a little more. NOOK Tablet: Out of the Box gets you up and running beyond the first "Slide to unlock" screen to unlock all of your media from the cloud in the palm of your hand.The new NOOK Tablet gives you immediate access to online music, movies, and the best of HD entertainment, wherever you are, as long as you know where to find it and how to consume it. With NOOK Tablet: Out of the Box, you'll jump right in to reading full-color magazines, newspapers, comics, interactive NOOK Kids books, beautiful PagePerfect titles, and your entire personal B&N library in the NOOK Reading App. Then, go beyond your own media to experience integrated email, games, Android apps, and lightning-fast web browsing.This intuitive, easy-to-follow ebook opens the world of possibilities made possible by the NOOK Tablet, right out of the box.
NOOK Tablet For Dummies, Portable Edition
by Corey SandlerThe fun is just a tap away with the nifty NOOK Tablet! It's an e-reader, it's a tablet, and it's hot! The NOOK Tablet offers all the advantages of an Android-based tablet, and this small-trim book is packed with information about how to use it. Learn to set up your NOOK Tablet, navigate the touchscreen, download and read e-books, access the Internet, use all the cool Android apps that are included, and much more. Find out how to create your own e-books, share books with others, listen to music or watch streaming video on your NOOK Tablet, personalize your tablet, add accessories, and take advantage of all it offers. Explains the hybrid e-reader/tablet concept and shows how to navigate the NOOK Tablet touchscreen, connect wirelessly, install software updates, and use the built-in web browser Covers reading e-books and how to adjust lighting and fonts for your reading comfort Guides you through shopping for and downloading e-books, watching streaming video from Netflix, Hulu, and other sources, and creating a slideshow of photos from your digital camera Shows how to side-load video and music from your computer, listen to audiobooks, and interact with NOOK Tablet using the built-in microphone Tells how to personalize your NOOK Tablet, share e-books, and use all the built-in Android-based apps Just like the NOOK Tablet itself, NOOK Tablet For Dummies, Portable Edition is packed with everything you need to be NOOKing in no time!
NOOKcolor For Dummies
by Corey SandlerNOOKcolor For Dummies provides readers with all the information they need in order to get the most out of their NOOKcolor e-reader. Key topics covered include: Introducing the ebook and e-reader concept Navigating the technical aspects of The NOOKcolor, including touchscreen technology, wireless access, software updates Downloading and shopping for e-books Listening to music on your NOOKcolor Powering the NOOKcolor Formats Reading an e-book on an e-reader, including lighting, font adjustments, and so on Using the Android-based applications that come with the NOOKcolor Listening to audio books on the NOOKcolor Creating your own ebooks Personalizing the Nook, including accessories (B&N expects a strong revenue stream from what they call the "NOOKcolor Eco-System," which will include the accessories, personalizations, applications, and more) Sharing books on The NOOKcolor Internet Resources 10 Things Other Than A Book to Keep on Your NOOKcolor
Norbert Wiener#A Life in Cybernetics: Ex-Prodigy: My Childhood and Youth and I Am a Mathematician: The Later Life of a Prodigy (The\mit Press Ser.)
by Norbert WienerNorbert Wiener's celebrated autobiography, available for the first time in one volume.Norbert Wiener—A Life in Cybernetics combines for the first time the two volumes of Norbert Wiener's celebrated autobiography. Published at the height of public enthusiasm for cybernetics—when it was taken up by scientists, engineers, science fiction writers, artists, and musicians—Ex-Prodigy (1953) and I Am a Mathematician (1956) received attention from both scholarly and mainstream publications, garnering reviews and publicity in outlets that ranged from the New York Times and New York Post to the Virginia Quarterly Review. Norbert Wiener was a mathematician with extraordinarily broad interests. The son of a Harvard professor of Slavic languages, Wiener was reading Dante and Darwin at seven, graduated from Tufts at fourteen, and received a PhD from Harvard at eighteen. He joined MIT's Department of Mathematics in 1919, where he remained until his death in 1964 at sixty-nine. In Ex-Prodigy, Wiener offers an emotionally raw account of being raised as a child prodigy by an overbearing father. In I Am a Mathematician, Wiener describes his research at MIT and how he established the foundations for the multidisciplinary field of cybernetics and the theory of feedback systems. This volume makes available the essence of Wiener's life and thought to a new generation of readers.
Nordic Animation: Balancing the East and the West (Focus Animation Ser.)
by Liisa VähäkyläThis book examines the state of the animation industry within the Nordic countries. It looks at the success of popular brands such as Moomins and The Angry Birds, studios such as Anima Vitae and Qvisten, and individuals from the Nordics who have made their mark on the global animation industry. This book begins with some historical findings, before moving to recount stories of some of the most well-known Nordic animation brands. A section on Nordic animation studios examines the international success of these companies and its impact on the global animation industry. This book is forward-thinking in scope and places these stories within the context of what the future holds for the Nordic animation industry. This book will be of great interest to those in the fields of animation and film studies, as well as those with a general interest in Nordic animation.
Nordic Artificial Intelligence Research and Development: Third Symposium of the Norwegian AI Society, NAIS 2019, Trondheim, Norway, May 27–28, 2019, Proceedings (Communications in Computer and Information Science #1056)
by Kerstin Bach Massimiliano RuoccoThis book constitutes the refereed proceedings of the Third Symposium of the Norwegian AI Society, NAIS 2019, held in Trondheim, Norway, in May, 2019. The 11 full papers and 3 short papers were carefully reviewed and selected from 21 submissions. The papers focus on all aspects of: artificial intelligence; machine learning; knowledge representation; robotics; planning and scheduling; natural language processing; computer vision; search algorithms; multi-agent-systems; industrial applications; and philosophical and ethical foundations.
Nordic Contributions in IS Research: 9th Scandinavian Conference on Information Systems, SCIS 2018, Odder, Denmark, August 5–8, 2018, Proceedings (Lecture Notes in Business Information Processing #326)
by Sune Dueholm Müller Jeppe Agger NielsenThis book constitutes the proceedings of the 9th Scandinavian Conference on Information Systems, SCIS 2018, held in Odder, Denmark in August 2018. The 5 full papers presented in this volume were carefully reviewed and selected from 18 submissions. They focus on digital adaptation, disruption, and survival as overall themes, and deal with issues related to challenges, obstacles, and unintended consequences that require an understanding of the role of digital technologies in organizations.