This book contains the findings of a study, which examines the potential energy savings available to the Commission of the European Communities through the recovery of selected waste materials. It identifies the principal institutional, operational and technical constraints to further recovery.

A wide-ranging overview of the use of machine learning and AI techniques in financial risk management, including practical advice for implementation Risk Modeling: Practical Applications of Artificial Intelligence, Machine Learning, and Deep Learning introduces readers to the use of innovative AI technologies for forecasting and evaluating financial risks. Providing up-to-date coverage of the practical application of current modelling techniques in risk management, this real-world guide also explores new opportunities and challenges associated with implementing machine learning and artificial intelligence (AI) into the risk management process. Authors Terisa Roberts and Stephen Tonna provide readers with a clear understanding about the strengths and weaknesses of machine learning and AI while explaining how they can be applied to both everyday risk management problems and to evaluate the financial impact of extreme events such as global pandemics and changes in climate. Throughout the text, the authors clarify misconceptions about the use of machine learning and AI techniques using clear explanations while offering step-by-step advice for implementing the technologies into an organization's risk management model governance framework. This authoritative volume: Highlights the use of machine learning and AI in identifying procedures for avoiding or minimizing financial risk Discusses practical tools for assessing bias and interpretability of resultant models developed with machine learning algorithms and techniques Covers the basic principles and nuances of feature engineering and common machine learning algorithms Illustrates how risk modeling is incorporating machine learning and AI techniques to rapidly consume complex data and address current gaps in the end-to-end modelling lifecycle Explains how proprietary software and open-source languages can be combined to deliver the best of both worlds: for risk models and risk practitioners Risk Modeling: Practical Applications of Artificial Intelligence, Machine Learning, and Deep Learning is an invaluable guide for CEOs, CROs, CFOs, risk managers, business managers, and other professionals working in risk management.

It has been over 40 years since the original report by Salmon and Daughaday demon strating that the ability of GH to stimulate sulfation of cartilage was mediated by a "sulfation factor. " In the ensuing decades, it has become apparent that this "sulfation factor activity" encompasses a complex system ofligands (IGFs), receptors, and carrier proteins that are, in tum, responsible for a wide array of cellular actions. The IGF system has been demonstrated to be critically involved in both intrauterine and postnatal growth, and to have important implications in cancer biology as well, owing to the ability of the IGFs to function in endocrine, paracrine, and autocrine modes and given the wide distri bution of IGFs in virtually every organ system. The contributions to The /GF System reflect the wide span of interest in the IGF system and its implications for normal and abnormal growth and metabolism. The chapters have been divided into four broad sections: I. Molecular biology of the IGF system; II. Bio logical actions of the IGFs; III. IGF physiology; and IV. Clinical aspects of the IGFs. We have made every effort to highlight the major contemporary themes in IGF biology, but as is inevitable in such a fast-moving field, perspectives will continue to change as new information is accumulated."

It has been over 40 years since the original report by Salmon and Daughaday demon strating that the ability of GH to stimulate sulfation of cartilage was mediated by a "sulfation factor. " In the ensuing decades, it has become apparent that this "sulfation factor activity" encompasses a complex system ofligands (IGFs), receptors, and carrier proteins that are, in tum, responsible for a wide array of cellular actions. The IGF system has been demonstrated to be critically involved in both intrauterine and postnatal growth, and to have important implications in cancer biology as well, owing to the ability of the IGFs to function in endocrine, paracrine, and autocrine modes and given the wide distri bution of IGFs in virtually every organ system. The contributions to The /GF System reflect the wide span of interest in the IGF system and its implications for normal and abnormal growth and metabolism. The chapters have been divided into four broad sections: I. Molecular biology of the IGF system; II. Bio logical actions of the IGFs; III. IGF physiology; and IV. Clinical aspects of the IGFs. We have made every effort to highlight the major contemporary themes in IGF biology, but as is inevitable in such a fast-moving field, perspectives will continue to change as new information is accumulated."

The importance of understanding the metabolism of agrochemicals in plants has never been greater. In a world where food safety and environmental concerns are increasing, knowledge of the metabolic processes within plants and the terminal residues of agrochemicals in food crops is invaluable. Written by experts in the agrochemical industry and academia, Metabolism of Agrochemicals in Plants is the first text to give systematic coverage of this important topic.
This text brings together the current status of the subject with chapters on regulatory considerations, comparative metabolism of plants and animals, and the different phases of metabolism. Including new and novel research in primary metabolism, herbicide metabolism and bound residues, this work is unique and thoroughly up to date. This is an essential text for chemists and biochemists working in the agrochemical and pharmaceutical industries and academia as well as analytical chemists, regulatory chemists and environmental scientists.
Metabolism of Agrochemicals in Plants is a volume in the Wiley Series in Agrochemicals and Plant Protection. This series brings together current scientific and regulatory knowledge and perspectives on all aspects of the use of chemicals and biotechnology in agriculture.

An eye-opening look at the invisible workers who protect us from seeing humanity's worst on today's commercial internet Social media on the internet can be a nightmarish place. A primary shield against hateful language, violent videos, and online cruelty uploaded by users is not an algorithm. It is people. Mostly invisible by design, more than 100,000 commercial content moderators evaluate posts on mainstream social media platforms: enforcing internal policies, training artificial intelligence systems, and actively screening and removing offensive material-sometimes thousands of items per day. Sarah T. Roberts, an award-winning social media scholar, offers the first extensive ethnographic study of the commercial content moderation industry. Based on interviews with workers from Silicon Valley to the Philippines, at boutique firms and at major social media companies, she contextualizes this hidden industry and examines the emotional toll it takes on its workers. This revealing investigation of the people "behind the screen" offers insights into not only the reality of our commercial internet but the future of globalized labor in the digital age.

This book is the comprehensive guide to Samba administration, officially adopted by the Samba Team. Wondering how to integrate Samba's authentication with that of a Windows domain? How to get Samba to serve Microsoft Dfs shares? How to share files on Mac OS X? These and a dozen other issues of interest to system administrators are covered. A whole chapter is dedicated to troubleshooting!

The range of this book knows few bounds. Using Samba takes you from basic installation and configuration -- on both the client and server side, for a wide range of systems -- to subtle details of security, cross-platform compatibility, and resource discovery that make the difference between whether users see the folder they expect or a cryptic error message. The current edition covers such advanced 3.x features as: Integration with Active Directory and OpenLDAP Migrating from Windows NT 4.0 domains to Samba Delegating administrative tasks to non-root users Central printer management Advanced file serving features, such as making use of Virtual File System (VFS) plugins.

Samba is a cross-platform triumph: robust, flexible and fast, it turns a Unix or Linux system into a file and print server for Microsoft Windows network clients. This book will help you make your file and print sharing as powerful and efficient as possible. The authors delve into the internals of the Windows activities and protocols to an unprecedented degree, explaining the strengths and weaknesses of each feature in Windows domains and in Samba itself.

Whether you're playing on your personal computer or an enterprise network, on one note or a full three-octave range, Using Samba will give you an efficient and secure server.

Herodotus has come to be respected by most scholars as a responsible and important historian. Herodotus was both a critical thinker and a lively storyteller, a traveller who was both tourist and anthropologist. Like Homer, he set out to memorialize great deeds in words; more narrowly, he determined to discover the causes of the wars between Greece and Persia and to explain them to his fellow Greeks. In his hands, the Greeks' unforeseeable defeat of the Persian kings Darius and Xerxes, with their vast hosts, made for fascinating storytelling. Influenced by the work of the natural scientists and philosophers of his own and earlier eras, Herodotus also brought his literary talents to bear on a vast, unruly mass of information gathered from many interviews throughout his travels and left behind him the longest work that had ever been written in Greek - the first work of history, and one which continues to be read with enjoyment today. Herodotus: A Very Short Introduction introduces readers to what little is known of Herodotus's life and goes on to discuss all aspects of his work, including his fascination with his origins; his travels; his view of the world in relation to boundaries and their transgressions; and his interest in seeing the world and learning about non-Greek civilizations. We also explore the recurring themes of his work, his beliefs in dreams, oracles, and omens, the prominence of women in his work, and his account of the battles of the Persian Wars. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.

This volume, with contributions from leading international experts, reports on the need to produce high quality food while satisfying environmental concerns. Including new material on natural products, modes of action and metabolism, it updates all the key areas in pesticide chemistry and related activities. The contents outline the tremendous developments that have taken place in approaches to crop protection and our ability to develop complex, environmentally acceptable strategies for weed, pest and disease control.

In 431 BC, the long simmering rivalry between the city-states of Athens and Sparta erupted into open warfare, and for more than a generation the two were locked in a life-and-death struggle. The war embroiled the entire Greek world, provoking years of butchery previously unparalleled in ancient Greece. Whole cities were exterminated, their men killed, their women and children enslaved. While the war is commonly believed to have ended with the capture of the Athenian navy in 405 and the subsequent starvation of Athens, fighting in Greece would continue for several decades. Sparta's authority was challenged in the so-called Corinthian War (395-387) when Persian gold helped unite Athens with Sparta's former allies. The war did not truly end until, in 371, Thebes' crack infantry resoundingly defeated Sparta at Leuctra, forever shattering the myth of Spartan military supremacy. Jennifer Roberts' rich narrative of this famous conflict is the first general history to tell the whole story, from the war's origins down to Sparta's defeat at Leuctra. In her masterful account, this long and bloody war affected every area of life in Athens, exacerbated divisions between rich and poor in Sparta, and sparked civil strife throughout the Greek world. Yet despite the biting sorrows the fighting occasioned, it remains a gripping saga of plots and counter-plots, murders and lies, thrilling sea chases and desperate overland marches, missed opportunities and last-minute reprieves, and, as the war's first historian Thucydides had hoped, lessons for a less bellicose future. In addition, Roberts considers the impact of the war on Greece's cultural life, including the great masterworks of tragedy and comedy performed at this time and, most infamously, the trial and execution of Socrates. A fast-paced narrative of one of antiquity's most famous clashes, The Plague of War is a must-read for history enthusiasts of all ages.