Complex Networks

Understanding the political and socio-economic factors which give rise to youth recruitment into militant organizations is at the heart of grasping some of the most important issues that affect the contemporary Middle East and Africa. In this book, Khalid Mustafa Medani explains why youth are attracted to militant organizations, examining the specific role economic globalization, in the form of outmigration and expatriate remittance inflows, plays in determining how and why militant activists emerge. The study challenges existing accounts that rely primarily on ideology to explain militant recruitment. Based on extensive fieldwork, Medani offers an in-depth analysis of the impact of globalization, neoliberal reforms and informal economic networks as a conduit for the rise and evolution of moderate and militant Islamist movements and as an avenue central to the often, violent enterprise of state building and state formation. In an original contribution to the study of Islamist and ethni

Between 1895 and 1922 the Anglo-American actor and manager, Maurice E. Bandmann (1872–1922) created a theatrical circuit that extended from Gibraltar to Tokyo and included regular tours to the West Indies and South America. With headquarters in Calcutta and Cairo and companies listed on the Indian stock exchange, his operations represent a significant shift towards the globalization of theatre. This study focuses on seven key areas: family networks; the business of theatrical touring; the politics of locality; repertoire and publics; an ethnography of itinerant acting; legal disputes and the provision of theatrical infrastructure. It draws on global and transnational history, network theory and analysis as well as in-depth archival research to provide a new approach to studying theatre in the age of empire.

It was the trial of a century in colonial Hong Kong when, in 1931–33, Ho Chi Minh - the future President of Vietnam - faced down deportation to French-controlled territory with a death sentence dangling over him. Thanks to his appeal to English common law, Ho Chi Minh won his reprieve. With extradition a major political issue in Hong Kong today, Geoffrey C. Gunn's examination of the legal case of Ho Chi Minh offers a timely insight into the rule of law and the issue of extradition in the former British colony. Utilizing little known archival material, Gunn sheds new light on Ho Chi Minh, communist and anti-colonial networks and Franco–British relations.

This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the topic, and its historical evolution, strong connections are drawn with underlying methods from statistical physics and current applications within science and engineering. Closely based around a well-established undergraduate course, this pedagogical text provides a solid understanding of the key aspects of modern machine learning with artificial neural networks, for students in physics, mathematics, and engineering. Numerous exercises expand and reinforce key concepts within the book and allow students to hone their programming skills. Frequent references to current research develop a detailed perspective on the state-of-the-art in machine learning research.

An entirely new and richly illustrated redefinition of Switzerland's graphic design landscape with a multiple and inclusive approach, sheding new light also at networks, practices and media that have

Social networks are ubiquitous. The science of networks has shaped how researchers and society understand the spread of disease, the precursors of loneliness, the rise of protest movements, the causes of social inequality, the influence of social media, and much more. Egocentric analysis conceives of each individual, or ego, as embedded in a personal network of alters, a community partially of their creation and nearly unique to them, whose composition and structure have consequences. This volume is dedicated to understanding the history, present, and future of egocentric social network analysis. The text brings together the most important, classic articles foundational to the field with new perspectives to form a comprehensive volume ideal for courses in network analysis. The collection examines where the field of egocentric research has been, what it has uncovered, and where it is headed.

Social networks are ubiquitous. The science of networks has shaped how researchers and society understand the spread of disease, the precursors of loneliness, the rise of protest movements, the causes of social inequality, the influence of social media, and much more. Egocentric analysis conceives of each individual, or ego, as embedded in a personal network of alters, a community partially of their creation and nearly unique to them, whose composition and structure have consequences. This volume is dedicated to understanding the history, present, and future of egocentric social network analysis. The text brings together the most important, classic articles foundational to the field with new perspectives to form a comprehensive volume ideal for courses in network analysis. The collection examines where the field of egocentric research has been, what it has uncovered, and where it is headed.

An intuitive and accessible text explaining the fundamentals and applications of graph signal processing. Requiring only an elementary understanding of linear algebra, it covers both basic and advanced topics, including node domain processing, graph signal frequency, sampling, and graph signal representations, as well as how to choose a graph. Understand the basic insights behind key concepts and learn how graphs can be associated to a range of specific applications across physical, biological and social networks, distributed sensor networks, image and video processing, and machine learning. With numerous exercises and Matlab examples to help put knowledge into practice, and a solutions manual available online for instructors, this unique text is essential reading for graduate and senior undergraduate students taking courses on graph signal processing, signal processing, information processing, and data analysis, as well as researchers and industry professionals.

By the internationally acclaimed Icelandic writer Sjon, a timely novel about a young Neo-Nazi in post-WWII Iceland and the roots of the far-right global networks of today. Gunnar Kampen grew up in R

Deserts, the Red Land, bracket the narrow strip of alluvial Black Land that borders the Nile. Networks of desert roads ascended to the high desert from the Nile Valley, providing access to the mineral wealth and Red Sea ports of the Eastern Desert, the oasis depressions and trade networks of the Western Desert. A historical perspective from the Predynastic through the Roman Periods highlights how developments in the Nile Valley altered the Egyptian administration and exploitation of the deserts. For the ancient Egyptians, the deserts were a living landscape, and at numerous points along the desert roads, the ancient Egyptians employed rock art and rock inscriptions to create and mark places. Such sites provide considerable evidence for the origin of writing in northeast Africa, the religious significance of the desert and expressions of personal piety, and the development of the early alphabet.

The first book on 6G wireless presents an overall vision for 6G - an era of intelligence-of-everything - with drivers, key capabilities, use cases, KPIs, and the technology innovations that will shape it. These innovations include immersive human-centric communication, sensing, localization, and imaging, connected machine learning and networked AI, Industry 4.0 and beyond with connected intelligence, smart cities and life, and the satellite mega-constellation for 3D full-Earth wireless coverage. Also covered are new air-interface and networking technologies, integrated sensing and communications, and integrated terrestrial and non-terrestrial networks. In addition, novel network architectures to enable network AI, user centric networks, native trustworthiness are discussed. Essential reading for researchers in academia and industry working on B5G wireless communications.

Design culture foregrounds the relationships between the domains of design practice, design production and everyday life. Its focus is on contemporary designed objects and the networks between the mul

Practical Deep Learning teaches total beginners how to build the datasets and models needed to train neural networks for your own DL projects.If you've been curious about machine learning but didn't k

Imagine a world where machines can see and understand the world the way humans do. Rapid progress in artificial intelligence has led to smartphones that recognize faces, cars that detect pedestrians, and algorithms that suggest diagnoses from clinical images, among many other applications. The success of computer vision is founded on a deep understanding of the neural circuits in the brain responsible for visual processing. This book introduces the neuroscientific study of neuronal computations in visual cortex alongside of the psychological understanding of visual cognition and the burgeoning field of biologically-inspired artificial intelligence. Topics include the neurophysiological investigation of visual cortex, visual illusions, visual disorders, deep convolutional neural networks, machine learning, and generative adversarial networks among others. It is an ideal resource for students and researchers looking to build bridges across different approaches to studying and developing

Imagine a world where machines can see and understand the world the way humans do. Rapid progress in artificial intelligence has led to smartphones that recognize faces, cars that detect pedestrians, and algorithms that suggest diagnoses from clinical images, among many other applications. The success of computer vision is founded on a deep understanding of the neural circuits in the brain responsible for visual processing. This book introduces the neuroscientific study of neuronal computations in visual cortex alongside of the psychological understanding of visual cognition and the burgeoning field of biologically-inspired artificial intelligence. Topics include the neurophysiological investigation of visual cortex, visual illusions, visual disorders, deep convolutional neural networks, machine learning, and generative adversarial networks among others. It is an ideal resource for students and researchers looking to build bridges across different approaches to studying and developing

A year of HBR's essential thinking on tech—all in one place.From 5G networks to biometric marketing and from augmented reality to AI wearables, new technologies are reshaping business on the factory f

Interoperability in IoT for Smart Systems discusses the different facets of interoperability issues among the IoT devices and their solutions, the scalability issues in an IoT network, and provides solutions for plug-n-play of new devices with the existing IoT system. It also addresses the possible usage of interoperable and plug-n-play IoT networks in different systems to make them smarter. Aimed at researchers and graduate students in computer science, computer engineering, computer networks, electronics engineering, this bookExclusively covers interoperability of IoT systems in parallel with their use towards the development of smart systems Discusses the requirements of interoperability in smart IoT systems and their solutions Reviews IoT applications in different smart and intelligent systems Explores dealing with interoperability of heterogeneous participating devices Provides different case studies and open problems related to interoperability in IoT systems

Should we talk of European jazz or jazz in Europe? What kinds of networks link those who make it happen 'on the ground'? What challenges do they have to face?Jazz is a part of the cultural fabric of m

This excellent resource synthesizes the theory and practice of PLC, providing a straightforward introduction to the fundamentals of PLC, as well as an exhaustive review of the performance, evaluation, security, and heterogeneous network that combine PLC with other means of communications. It advances the groundwork on power-line communication (PLC), a tool which has the potential to boost the performance of local networks, and provides useful worked practical problems on, for example, PLC protocol optimization. Covering the PHY and MAC layers of the most popular PLC specifications, including tutorials and experimental frameworks, and featuring many examples of real-world applications and performance, it is ideal for university researchers and professional engineers designing and maintaining PLC or hybrid devices and networks.

How do personal networks emerge from social contexts? How do these evolve during the course of a lifetime? How are relationships established, maintained, connected, disrupted? How does the structure of a network evolve as people face transitions and events? Based on a classic text originally published in France and that has become the standard on the empirical study of social networks there, for the first time, a network analysis perspective is extended from contexts and social circles to relationships and life events through empirical studies. Following in the tradition of personal network studies, this contribution to the field of structural analysis in Sociology offers both a synthesis of knowledge and original results from two immense surveys carried out in France. This volume proposes an original theory grounded in relational dynamics, offering novel perspectives on individual social relations over the course of a lifetime through the context of personal networks, access to social

In her work, Nazgol Ansarinia examines the systems and networks that underpin her daily life, such as everyday objects, routines, events, and experiences, and the relationship they form to a larger so

This state-of-the-art account unifies material developed in journal articles over the last 35 years, with two central thrusts: It describes a broad class of system models that the authors call 'stochastic processing networks' (SPNs), which include queueing networks and bandwidth sharing networks as prominent special cases; and in that context it explains and illustrates a method for stability analysis based on fluid models. The central mathematical result is a theorem that can be paraphrased as follows: If the fluid model derived from an SPN is stable, then the SPN itself is stable. Two topics discussed in detail are (a) the derivation of fluid models by means of fluid limit analysis, and (b) stability analysis for fluid models using Lyapunov functions. With regard to applications, there are chapters devoted to max-weight and back-pressure control, proportionally fair resource allocation, data center operations, and flow management in packet networks. Geared toward researchers and grad

Papers from an October 2002 symposium describe research in areas including algorithms, artificial intelligence, computer graphics, computer networks, databases, evolutionary computation, graph theory,

With over 60 per cent of the world's population living in cities, the networks beneath our feet - which keep the cities above moving - are more important than ever before. Yet we never truly see how t

At the turn of the nineteenth century, the Caribbean was rife with revolutionary fervor and political turmoil. Yet, with such upheaval came unparalleled opportunities. In this innovative and richly detailed study, Jeppe Mulich explores the interconnected nature of imperial politics and colonial law in the maritime borderlands of the Leeward Islands, where British, Danish, Dutch, French, Spanish, and Swedish colonies both competed and cooperated with one another. By exploring the transnational networks involved in trade, slavery, smuggling, privateering, and marronage, he offers a new account of the age of revolutions in the Caribbean, emphasizing the border-crossing nature of life in the region. By approaching major shifts in politics, economy, and law from the bottom-up, a new story of early nineteenth-century globalization emerges – one that emphasizes regional integration and a multiplicity of intersecting networks.

Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This introduction for researchers and graduate students is the first in-depth, comprehensive treatment of statistical and machine learning methods for neuroscience. The methods are demonstrated through case studies of real problems to empower readers to build their own solutions. The book covers a wide variety of methods, including supervised classification with non-probabilistic models (nearest-neighbors, classification trees, rule induction, artificial neural networks and support vector machines) and probabilistic models (discriminant analysis, logistic regression and Bayesian network classifiers), meta-classifiers, multi-dimensional classifiers and feature subset selection methods. Other parts of the book are devoted to association discovery with probabilistic graphical models (Bayesian networks and Markov networks) and spatial statistics with po

This book is available as open access through the Bloomsbury Open Access programme and is available on www.bloomsburycollections.comWhile all media are part of intermedial networks, video games are of

Studios are, at once, material environments and symbolic forms, sites of artistic creation and physical labor, and nodes in networks of resource circulation. They are architectural places that generat

Studios are, at once, material environments and symbolic forms, sites of artistic creation and physical labor, and nodes in networks of resource circulation. They are architectural places that generat

Anarchists who supported the Cuban War for Independence in the 1890s launched a transnational network linking radical leftists from their revolutionary hub in Havana, Cuba to South Florida, Puerto Rico, Panama, the Panama Canal Zone, and beyond. Over three decades, anarchists migrated around the Caribbean and back and forth to the US, printed fiction and poetry promoting their projects, transferred money and information across political borders for a variety of causes, and attacked (verbally and physically) the expansion of US imperialism in the 'American Mediterranean'. In response, US security officials forged their own transnational anti-anarchist campaigns with officials across the Caribbean. In this sweeping new history, Kirwin R. Shaffer brings together research in anarchist politics, transnational networks, radical journalism and migration studies to illustrate how men and women throughout the Caribbean basin and beyond sought to shape a counter-globalization initiative to chall

After colonization, indigenous people faced an extractive property rights regime for both their land and knowledge. This book outlines that regime, and how the symbolic function of international intellectual property continues today to assist states to enclose indigenous peoples' knowledge. Drawing on more than 200 interviews, Peter Drahos examines the response of indigenous people to the colonizer's non-developmental property rights. The case studies reveal how they have adapted to the state's extractive order through a process of regulatory bricolage. In order to create a new developmental future for themselves, indigenous developmental networks have been forged - high trust networks that include partnerships with science. Intellectual Property, Indigenous People and their Knowledge argues for a developmental intellectual property order for indigenous people based on a combination of simple rules, principles and a process of regulatory convening.

Power Theory: Bridging the Gap Between Fields and Circuits proposes a new paradigm for power theory that can be used in power systems and electrical networks. This new approach links electromagnetic a

How did the emigration of nineteenth-century Britons to colonies of settlement shape Victorian literature? Philip Steer uncovers productive networks of writers and texts spanning Britain, Australia, and New Zealand to argue that the novel and political economy found common colonial ground over questions of British identity. Each chapter highlights the conceptual challenges to the nature of 'Britishness' posed by colonial events, from the gold rushes to invasion scares, and traces the literary aftershocks in familiar genres such as the bildungsroman and the utopia. Alongside lesser-known colonial writers such as Catherine Spence and Julius Vogel, British novelists from Dickens to Trollope are also put in a new light by this fresh approach that places Victorian studies in a colonial perspective. Bringing together literary formalism and British World history, Settler Colonialism in Victorian Literature describes how what it meant to be 'British' was re-imagined in an increasingly globaliz

Bringing together contributions on a diverse range of topics, this text explores the relationship between discrete and continuum mechanics as a tool to model new and complex metamaterials. Providing a comprehensive bibliography and historical review of the field, it covers mechanical, acoustic and pantographic metamaterials, discusses Naive Model Theory and Lagrangian discrete models, and their applications, and presents methods for pantographic structures and variational methods for multidisciplinary modeling and computation. The relationship between discrete and continuous models is discussed from both mathematical and engineering viewpoints, making the text ideal for those interested in the foundation of mechanics and computational applications, and innovative viewpoints on the use of discrete systems to model metamaterials are presented for those who want to go deeper into the field. An ideal text for graduate students and researchers interested in continuum approaches to the study

This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix no

Between 1895 and 1922 the Anglo-American actor and manager, Maurice E. Bandmann (1872–1922) created a theatrical circuit that extended from Gibraltar to Tokyo and included regular tours to the West Indies and South America. With headquarters in Calcutta and Cairo and companies listed on the Indian stock exchange, his operations represent a significant shift towards the globalization of theatre. This study focuses on seven key areas: family networks; the business of theatrical touring; the politics of locality; repertoire and publics; an ethnography of itinerant acting; legal disputes and the provision of theatrical infrastructure. It draws on global and transnational history, network theory and analysis as well as in-depth archival research to provide a new approach to studying theatre in the age of empire.

It's not what you know, it's who you know. Or so the adage goes. Professor Matthew Jackson, world-leading researcher into social and economic networks, shows us why this is far truer than we'd like to

The next big area within the information and communication technology field is Artificial Intelligence (AI). The industry is moving to automate networks, cloud-based systems (e.g., Salesforce), databa

Contemporary security governance often relies on markets and networks to link public agencies to non-governmental actors. This book explores the rise, nature, and future of these new forms of security

Features rare island artefacts Covers both Indonesian and Timorese textiles and jewelry Thread and Fire is a fascinating journey through the centuries-old trade networks that developed across a group