Scientists from management and strategy, information systems, engineering and telecommunications have discussed a novel concept: Smart Business Networks. They see the future as a developing web of people and organizations, bound together in a dynamic and unpredictable way, creating smart outcomes from quickly (re-)configuring links between actors. The question is: What should be done to make the outcomes of such a network 'smart', that is, just a little better than that of your competitor? More agile, with less pain, with more return to all the members of the network, now and over time? The technical answer is to create a 'business operating system' that should run business processes on different organisational platforms. Business processes would become portable: The end-to-end management of processes running across many different organizations in many different forms would become possible. This book presents you the outcomes of an energizing and new direction in management science.

This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous applications including pattern recognition, market basket analysis, web mining, social network analysis, information retrieval, recommender systems, market research, intrusion detection, and fraud detection. They present how the difficulty of developing theoretically sound approaches that are amenable to objective evaluation have resulted in the proposal of numerous unsupervised learning algorithms over the past half-century. The intended audience includes researchers and practitioners who are increasingly using unsupervised learning algorithms to analyze their data. Topics of interest include anomaly detection, clustering, feature extraction, and applications of unsupervised learning. Each chapter is contributed by a leading expert in the field.

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The need for feed for terrestrial and aquatic animals continues to rise with the increasing demand for foods of animal origin; however, the challenge is not only to meet the growing need for feed but also to ensure its safety and thus contributing to the safety of the entire food chain. Feed safety incorporates the impact on human as well as animal health and welfare, which, in turn, can affect productivity. Hazards in feed may be inherent to feed ingredients as well as introduced during feed production, processing, handling, storage, transportation, and use. Hazards in feed may also result from accidental or deliberate human intervention. The expert meeting reviewed and discussed potential hazards in feed of chemical, biological and physical origin. It addressed hazards, as well as their occurrence in feed are described, and transfer from feed to food, relevance for food safety, impact on animal health, and emerging issues and trends. In addition, specific consideration was given to feed and products of feed production technologies of increasing relevance, for instance insects, former food and food processing by-products, biofuels (bioethanol and biodiesel) by-products, aquatic plants and marine resources.

Popular music has always been a dynamic mediator of gender and sexuality, and a productive site of rebellion, oddity and queerness. The transformative capacity of music-making, performance and consumption helps us to make sense of identity and allows us to glimpse otherworldliness, arousing the political imagination. With an activist voice that is impassioned yet adherent to scholarly rigour, Playing it Queer provides an original and compelling ethnographic account of the relationship between popular music, queer self-fashioning and (sub)cultural world-making. This book begins with a comprehensive survey and critical evaluation of relevant literatures on queer identity and political debates as well as popular music, identity and (sub)cultural style. Contextualised within a detailed history of queer sensibilities and creative practices, including camp, drag, genderfuck, queercore, feminist music and club cultures, the author's rich empirical studies of local performers and translocal scenes intimately capture the meaning and value of popular musics and (sub)cultural style in everyday queer lives.

Provides a introduction to the principal Western financial markets and institutions, particularly those in the USA, Europe and Japan. The book includes: commercial and investment banking, money and insurance, and options and futures. Second edition: "An Introduction to Global Financial Markets".