Computers

Deep Learning | ,

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An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors..

Law

Intellectual Property and Biotechnology | Matthew Rimmer

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Dr Rimmer s book is a marvellous introduction to a crucial topic of our time. He writes engagingly, provocatively and always with good humour. A highly technical and complex area of law has been reduced to clear descriptions and searching analysis. Truly, this is an important book on an essential topic that will help define the ethics of a future that includes nothing less than the future of our species. From the foreword by the Hon Justice Michael Kirby AC CMG, the High Court of Australia . . . the author has done an excellent job by explaining the subject in an open and accessible manner. This book is a timely and very thought-provoking analysis of patent law and biotechnology. . . The book is a unique theoretical contribution to the controversial public debate over commercialization of biological inventions. . . there is an extensive bibliography. . . a valuable resource for further reading. The book will be of prime interest to lawyers and patent attorneys, scientists and researchers, business managers and technology transfer specialists. Journal of Intellectual Property Rights Rimmer s book is highly recommended for anyone interested in the issues and debate related to biological inventions, regardless of which side the reader is on. Stefan M. Miller, Journal of Commercial Biotechnology . . . this book gives an excellent account of the most celebrated biotechnology cases from three continents, and for this alone is to be thoroughly recommended. David Rogers, European Intellectual Property Review Rimmer has put a great deal of thought and effort into this series of chapters. For those looking at how to reform, direct and develop laws in relation to biotechnology, this book is brimming with ideas, suggestions and recommendations of what to do next. Rebecca Halford-Harrison, Chartered Institute of Patent Attorneys . . . an excellent introduction to a wide range of legal thinking in an increasingly controversial and relevant area to humankind. Sharon Givoni, Australian Intellectual Property Law Bulletin Rimmer s new book is a timely and very thought-provoking analysis of patent law and biotechnology and asks a very serious question: can a 19th century patent system adequately deal with a 21st century industry? Kate McDonald, Australian Life Scientist This book documents and evaluates the dramatic expansion of intellectual property law to accommodate various forms of biotechnology from micro-organisms, plants, and animals to human genes and stem cells. It makes a unique theoretical contribution to the controversial public debate over the commercialization of biological inventions. The author also considers the contradictions between the Supreme Court of Canada rulings in respect of the Harvard oncomouse, and genetically modified canola. He explores law, policy, and practice in both Australia and New Zealand in respect to gene patents and non-coding DNA. This study charts the rebellion against the European Union Biotechnology Directive particularly in respect of Myriad Genetics BRCA1 and BRCA2 patents, and stem cell patent applications. The book also considers whether patent law will accommodate frontier technologies such as bioinformatics, haplotype mapping, proteomics, pharmacogenomics, and nanotechnology. Intellectual Property and Biotechnology will be of prime interest to lawyers and patent attorneys, scientists and researchers, business managers and technology transfer specialists..

Social Science

Igniting Justice and Progressive Power | David B. Reynolds,Louise Simmons

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A progressive resurgence is happening across the United States. This book shows how long-lasting coalitions have built progressive power from the regional level on up. Anchored by the "think and act" affiliate organizations of the Partnership for Working Families (PWF) these regional power building projects are putting in place the vision, policy agenda, political savvy, and grassroots mobilization needed for progressive governance. Through six sections, the book explores how Partnership for Working Families projects are a core part of the defeat of the right-wing in states such as California; the challenge to corporate neoliberalism in traditionally "liberal" areas; and contests for power in such formally solid red states as Arizona, Georgia, and Colorado. This book considers how these PWF groups work on economic, racial and environmental justice challenges, equitable development, and other critical issues. It addresses how, at their core, they bring together labor, community, environmental, and faith-based organizations and the coalitions and campaigns that they developed have won and continue to win substantial victories for their communities. Igniting Justice and Progressive Power will be of interest to activists and concerned citizens looking to understand how lasting political change actually happens as well as all scholars and students of social work, urban geography, political sociology, community development, social movements and political science more broadly..

Law

The Interplay Between Competition Law and Intellectual Property | Gabriella Muscolo,Marina Tavassi

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Although competition law and intellectual property are often interwoven, until this book there has been little guidance on how they work together in practice. As the intersection between the two fields continues to grow worldwide, both in case law and in regulation, the book's markets-based approach, focusing on sectors such as pharmaceuticals, IT, telecoms, energy and agriculture in eleven of the world's most active jurisdictions, provides a much-needed in-depth understanding of how this interplay reveals itself among the different legal systems. Written by a range of authors including judges, regulators, academics, economists and practitioners in both fields, the book provides an international comparative perspective as well as detailed analysis of specific cases, policies and proposals for change. Among the issues and topics covered are the following: – free movement of goods and the protection of intellectual property rights; – standard essential patents & injunction in patent cases; – intellectual property rights between technological development and consumer protection; – geo-blocking; – online platforms and antitrust; – excessive prices. In this context, special attention is paid throughout to the increasing dialogue among Competition Authorities and between Judges and Competition Authorities around the world. As matchless remedy for the lack of uniformity heretofore, the book's investigation of the nexus between competition law and intellectual property in different sectors and in various countries takes a giant step towards a more-balanced approach and more-levelled regulation and practices. It will be warmly appreciated by policy makers, decision makers, regulators, practitioners and academics in both competition law and intellectual property fields.

Political Science

Intolerance | Robert E. Tully,Bruce Chilton

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The essays examine specimens of social intolerance drawn from a broad field of history and culture: Classical Greece, the Middle East, Europe, Africa, and America. Themes include women’s legal rights; humanitarian law; legitimized child sacrifice; discrimination against racial and religious minorities; religious animosity; Just War morality; theological discord; philosophical antagonism..

Law

International Bankruptcy | Jodie Adams Kirshner

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With the growth of international business and the rise of companies with subsidiaries around the world, the question of where a company should file bankruptcy proceedings has become increasingly complicated. Today, most businesses are likely to have international trading partners, or to operate and hold assets in more than one country. To execute a corporate restructuring or liquidation under several different insolvency regimes at once is an enormous and expensive challenge. With International Bankruptcy, Jodie Adams Kirshner explores the issues involved in determining which courts should have jurisdiction and which laws should apply in addressing problems within. Kirshner brings together theory with the discussion of specific cases and legal developments to explore this developing area of law. Looking at the key issues that arise in cross-border proceedings, International Bankruptcy offers a guide to this legal environment. In addition, she explores how globalization has encouraged the creation of new legal practices that bypass national legal systems, such as the European Insolvency Framework and the Model Law on Cross-Border Insolvency of the United Nations Commission on International Trade Law. The traditional comparative law framework misses the nuances of these dynamics. Ultimately, Kirshner draws both positive and negative lessons about regulatory coordination in the hope of finding cleaner and more productive paths to wind down or rehabilitate failing international companies..

Business & Economics

The ’C-Suite’ Executive Leader in Sport | Ian Lawrence

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The 'C-Suite' Executive Leader in Sport explores the challenges of this role within elite professional sport.Examining the experience of C-Suite executives, contributors analyse how this relates to existing research,informing and challenging those responsible for identification, recruitment and promotion of C-Suite sports industry personnel..

Social Science

Science Informed Policing | Bryanna Fox,Joan A. Reid,Anthony J. Masys

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The current policing landscape has seen the rise in serious and organized crime across the globe. Criminals are innovating in real-time leveraging cyber, social media, enhanced surveillance to support their activities. In so doing, the criminal landscape has become transnational whereby collaborative networks have flourished thereby creating greater complexity and novel threats for the international policing community. As new threats to local, regional, national and global security are emerging, leveraging science and technology innovations has become more important. Advances in big data analytics, cyber forensics, surveillance, modeling and simulation has led to a more data driven, hypothesis generated and model informed approach. Novel science and technology innovations are presented in this edited book to provide insights and pathways that challenges the emerging and complex criminal threat landscape by supporting policing operations..

Psychology

Childhood and Adolescence in Society | CQ Researcher,

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About CQ Researcher Readers In the tradition of nonpartisan and current analysis that is the hallmark of CQ Press, CQ Researcher readers investigate important and controversial policy issues. Childhood and Adolescence in Society aims to promote in-depth discussion, facilitate further research, and help readers formulate their own positions on crucial issues in the field, such as child soldiers, teen pregnancy, and violence and bullying. Offer your students the balanced reporting, complete overviews, and engaging writing that CQ Researcher has consistently provided for more than 80 years. Each article gives substantial background and analysis of a particular issue as well as useful pedagogical features to inspire critical thinking and to help students grasp and review key material. Key Features Pro/con boxes that examine two competing sides of a single question Detailed chronologies of key dates and events Annotated bibliographies and web resources Outlook sections that address possible regulation and initiatives from Capitol Hill and the White House over the next 5 to 10 years Photos, charts, graphs, and maps.

Social Science

Human Migration in the Arctic | Satu Uusiautti,Nafisa Yeasmin

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This book discusses the past, present, and future of migration in the Arctic. It addresses many of the critical dynamics of immigration and migration, and emerging challenges that now confront the region. What can be learned from the past? What are the challenges and solutions of tomorrow? Migration in the Arctic is a fascinating and topical - but less studied - phenomenon that influences various societal levels, such as education. The book introduces research on economic, social, and educational perspectives of migration in the region. It provides analysis of minorities immigrating to the North without neglecting the viewpoint of indigenous people of the Arctic. Contributors comprise researchers from various Arctic countries. Multidisciplinary research provides a unique viewpoint to the theme. The book is suitable for researchers and teachers of higher education as well as anyone interested in Arctic studies and (im)migration..

Fiction

iDisrupted | Michael Baxter

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iDisrupted changing the human race forever Technology is set to transform the world. Its likely impact is both terrifying and incredibly exciting. We all need to understand the great changes that are just beginning to re-shape the human domain and our daily lives. Then we need to draw up plans. There are few challenges more important. This book is for: People who want a job in ten years' time. Employers who want to hire the right talent for the future. Students of business and business professionals who want to understand how technology will transform the commercial world. Business leaders and shareholders who want the business they run or own to flourish, and not get swept away. Investors endeavouring to understand the possible impact of new technology and to place the right bets. Policy makers needing to understand the potentially devastating impact of tech-economics and tech-politics to make the right decision for their country. And above all, those of us who care about the future of the human race. Technologies to watch: Robotics, internet of things, technologies for the promotion of a sharing economy, artificial intelligence, 3D printing, stem cell research, genome sequencing, energy storage, lasers, solar power, new materials, virtual reality, nanotechnology, brain interfaces to computers, and above al else the internet, mixed with computers following the evolutionary trajectory described by Moore's Law..

Business & Economics

The Practitioner's Guide to Governance as Leadership | Cathy A. Trower

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THE PRACTITIONER'S GUIDE TO GOVERNANCE AS LEADERSHIP The Practitioner's Guide to Governance as Leadership offers a resource that shows how to achieve excellence and peak performance in the boardroom by putting into practice the groundbreaking model that was introduced in the book, Governance as Leadership. This proven model of effective governance explores how to attain proficiency in three governance modes or mindsets: fiduciary, strategic, and generative. Throughout the book, author Cathy Trower offers an understanding of the Governance as Leadership model through a wealth of illustrative examples of high-performing nonprofit boards. She explores the challenges of implementing governance as leadership and suggests ideas for getting started and overcoming barriers to progress. In addition, Trower provides practical guidance for optimizing the practices that will improve organizational performance including: flow (high skill and high purpose), discernment, deliberation, divergent thinking, insight, meaningfulness, consequence to the organization, and integrity. In short, the book is a combination of sophisticated thinking, instructive vignettes, illustrative documents, and practical recommendations. The book includes concrete strategies that can help improve critical thinking in the boardroom, a board's overall performance as a team, as well as information for creating a strong governance culture and understanding what is required of an effective CEO and a chairperson. To determine a board's fitness and help the members move forward, the book contains three types of assessments: board members evaluate each other; individual board member assessments; and an overall team assessment. This practitioner's guide is written for nonprofit board members, chief executives, senior staff members, and anyone who wants to reflect on governance, discern how to govern better, and achieve higher performance in the process. Email: [email protected] Website: www.trowerandtrower.com.

Architecture

A Future for Planning | Michael Harris

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As well as being spatial, planning is necessarily also about the future – and yet time has been relatively neglected in the academic, practice and policy literature on planning. Time, in particular the need for longer-term thinking, is critical to responding effectively to a range of pressing societal challenges from climate change to an ageing population, poor urban health to sustainable economic development. This makes the relative neglect of time not only a matter of theoretical importance but also increasing practical and political significance. A Future for Planning is an accessible, wide-ranging book that considers how planning practice and policy have been constrained by short-termism, as well as by a familiar lack of spatial thinking in policy, in response to major social, economic and environmental challenges. It suggests that failures in planning often represent failures to anticipate and shape the future which go well beyond planning systems and practices; rather our failure to plan for the longer-term relates to wider issues in policy-making and governance. This book traces the rise and fall of long-term planning over the past 80 years or so, but also sets out how planning can take responsibility for twenty-first century challenges. It provides examples of successes and failures of longer-term planning from around the world. In short, the book argues that we need to put time back into planning, and develop forms of planning which serve to promote the sustainability and wellbeing of future generations..

Computers

Universal Access in Human-Computer Interaction: Design Methods, Tools, and Interaction Techniques for eInclusion | Constantine Stephanidis,Margherita Antona

Universal Access in Human-Computer Interaction: Design Methods, Tools, and Interaction Techniques for eInclusion Pdf/ePub eBook Universal Access in Human-Computer Interaction: Design Methods, Tools, and Interaction Techniques for eInclusion Pdf ebook download. Number Downloads: 361 | Ebook Reads: 361 | File: Universal Access in Human-Computer Interaction: Design Methods, Tools, and Interaction Techniques for eInclusion.pdf/epub | ISBNCode: 3642391885

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The three-volume set LNCS 8009-8011 constitutes the refereed proceedings of the 7th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2013, held as part of the 15th International Conference on Human-Computer Interaction, HCII 2013, held in Las Vegas, USA in July 2013, jointly with 12 other thematically similar conferences. The total of 1666 papers and 303 posters presented at the HCII 2013 conferences was carefully reviewed and selected from 5210 submissions. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers accepted for presentation thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The total of 230 contributions included in the UAHCI proceedings were carefully reviewed and selected for inclusion in this three-volume set. The 74 papers included in this volume are organized in the following topical sections: design for all methods, techniques and tools; eInclusion practice; universal access to the built environment; multi-sensory and multimodal interfaces; brain-computer interfaces..

Business & Economics

Corporate Governance | Donald Nordberg

Corporate Governance Pdf/ePub eBook Corporate Governance Pdf ebook download. Number Downloads: 1861 | Ebook Reads: 1861 | File: Corporate Governance.pdf/epub | ISBNCode: 1446248232

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Electronic Inspection Copy available for instructors here Offering a fresh look at the commonly accepted view of what constitutes good governance, Donald Nordberg explores the contexts of board decisions and draws upon his academic research and years of business and financial journalism in Europe, North America and Asia to provide a distinctive and pertinent contribution to the literature on corporate governance. The book: - Features 21 detailed case studies, drawn from international examples, to prompt discussion and analysis - Provides topical, up-to-date examples and evidence - Gives attention to the important question "What next for Corporate Governance?" Supporting features include: Case Study questions; "Agenda Point" boxes to provide further analysis and consideration on topical issues; Further readings; Companion Website, featuring online resources. Visit the Companion Website at www.sagepub.co.uk/nordberg.

Political Science

Intelligence and Information Policy for National Security | Jan Goldman,Susan Maret

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Building on Goldman’s Words of Intelligence and Maret’s On Their Own Terms this is a one-stop reference tool for anyone studying and working in intelligence, security, and information policy. This comprehensive resource defines key terms of the theoretical, conceptual, and organizational aspects of intelligence and national security information policy. It explains security classifications, surveillance, risk, technology, as well as intelligence operations, strategies, boards and organizations, and methodologies. It also defines terms created by the U.S. legislative, regulatory, and policy process, and routinized by various branches of the U.S. government. These terms pertain to federal procedures, policies, and practices involving the information life cycle, national security controls over information, and collection and analysis of intelligence information. This work is intended for intelligence students and professionals at all levels, as well as information science students dealing with such issues as the Freedom of Information Act..

Animal-Food

Animal Nutrition Science | Gordon McL. Dryden

Animal Nutrition Science Pdf/ePub eBook Animal Nutrition Science Pdf ebook download. Number Downloads: 606 | Ebook Reads: 606 | File: Animal Nutrition Science.pdf/epub | ISBNCode: 1780640560

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Education

Integrating Technology into the Curriculum 2nd Edition | Kopp, Kathleen N.

Integrating Technology into the Curriculum 2nd Edition Pdf/ePub eBook Integrating Technology into the Curriculum 2nd Edition Pdf ebook download. Number Downloads: 301 | Ebook Reads: 301 | File: Integrating Technology into the Curriculum 2nd Edition.pdf/epub | ISBNCode: 1618139045

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With digital components becoming the commonplace in the education world, educators must learn how to integrate technology into the classroom and step into the digital age of teaching. This updated, second edition resource provides teachers with classroom-tested ideas and resources to enhance instruction and help make the integration of technology a seamless process. Featuring standards-based lessons and topics such as distance learning and virtual school, webquests, blogs and social networking, interactive games, activities, and simulations, this resource will help you have a technologically advanced classroom in no time!.

Technology & Engineering

Online Credibility and Digital Ethos: Evaluating Computer-Mediated Communication | Folk, Moe

Online Credibility and Digital Ethos: Evaluating Computer-Mediated Communication Pdf/ePub eBook Online Credibility and Digital Ethos: Evaluating Computer-Mediated Communication Pdf ebook download. Number Downloads: 1297 | Ebook Reads: 1297 | File: Online Credibility and Digital Ethos: Evaluating Computer-Mediated Communication.pdf/epub | ISBNCode: 1466626941

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Digital technology plays a vital role in today's need for instant information access. The simplicity of acquiring and publishing online information presents new challenges in establishing and evaluating online credibility. Online Credibility and Digital Ethos: Evaluating Computer-Mediated Communication highlights important approaches to evaluating the credibility of digital sources and techniques used for various digital fields. This book brings together research in computer mediated communication along with the affects digital culture and online credibility..

Law

Intellectual Property & Free Trade Agreements | Christopher Heath,Anselm Kamperman Sanders

Intellectual Property & Free Trade Agreements Pdf/ePub eBook Intellectual Property & Free Trade Agreements Pdf ebook download. Number Downloads: 1893 | Ebook Reads: 1893 | File: Intellectual Property & Free Trade Agreements.pdf/epub | ISBNCode: 184731399X

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Intellectual Property and Free Trade Agreements presents the papers of the sixth IP conference organised by the Macau Institute of European Studies (IEEM) on intellectual property law and the economic challenges for Asia. The objective of the conferences is to provide up-to-date information on developments in global intellectual property law and policy and their impact on regional economic and cultural development. The current volume deals with the implications of free trade agreements for the international framework of intellectual property law, a topic of enormous economic and legal importance given the increasing number of free trade agreements in force or under negotiation..