Apply powerful Data Mining Methods and Models to Leverage your Data for Actionable Results Data Mining Methods and Models provides: * The latest techniques for uncovering hidden nuggets of information * The insight into how the data mining algorithms actually work * The hands-on experience of performing data mining on large data sets Data Mining Methods and Models: * Applies a "white box" methodology, emphasizing an understanding of the model structures underlying the softwareWalks the reader through the various algorithms and provides examples of the operation of the algorithms on actual large data sets, including a detailed case study, "Modeling Response to Direct-Mail Marketing" * Tests the reader's level of understanding of the concepts and methodologies, with over 110 chapter exercises * Demonstrates the Clementine data mining software suite, WEKA open source data mining software, SPSS statistical software, and Minitab statistical software * Includes a companion Web site, www.dataminingconsultant.com, where the data sets used in the book may be downloaded, along with a comprehensive set of data mining resources. Faculty adopters of the book have access to an array of helpful resources, including solutions to all exercises, a PowerPoint(r) presentation of each chapter, sample data mining course projects and accompanying data sets, and multiple-choice chapter quizzes. With its emphasis on learning by doing, this is an excellent textbook for students in business, computer science, and statistics, as well as a problem-solving reference for data analysts and professionals in the field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available onlne.

The environment is part of everyone's life but there are difficulties in communicating complex environmental problems, such as climate change, to a lay audience. In this book Klöckner defines environmental communication, providing a comprehensive and up-to-date analysis of the issues involved in encouraging pro-environmental behaviour.

The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field. The proposed volume provides a reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation.

Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets. Data Mining and Predictive Analytics: Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language Features over 750 chapter exercises, allowing readers to assess their understanding of the new material Provides a detailed case study that brings together the lessons learned in the book Includes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content Data Mining and Predictive Analytics will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.

This book is a thorough revision of the highly successful text first published in 1994. The authors retain the multidisciplinary approach that presents research from linguistics, sociology, psychology, and education, in a format designed for use in an introductory course for undergraduate or graduate students. The research is updated throughout and there are new sections and chapters in this second edition as well. New chapters cover child language acquisition (first and second), Universal Grammar, and instructed language learning; new sections address issues, such as what data analysis doesn't show, replication of research findings, interlanguage transfer (multilingual acquisition and transfer), the aspect hypothesis, general nativism, connectionist approaches, and implicit/explicit knowledge. Major updates include nonlanguage influences and the lexicon. The workbook, Second Language Learning Data Analysis, Second Edition, makes an ideal accompaniment to the text.

Transparency has, in recent years, become a watchword for good governance. Policymakers and analysts alike evaluate political and economic institutions—courts, corporations, nation-states—according to the transparency of their operating procedures. With the dawn of the New World Order and the “mutual veil dropping” of the post–Cold War era, many have asserted that power in our contemporary world is more transparent than ever. Yet from the perspective of the relatively less privileged, the operation of power often appears opaque and unpredictable. Through vivid ethnographic analyses, Transparency and Conspiracy examines a vast range of expressions of the popular suspicion of power—including forms of shamanism, sorcery, conspiracy theory, and urban legends—illuminating them as ways of making sense of the world in the midst of tumultuous and uneven processes of modernization. In this collection leading anthropologists reveal the variations and commonalities in conspiratorial thinking or occult cosmologies around the globe—in Korea, Tanzania, Mozambique, New York City, Indonesia, Mongolia, Nigeria, and Orange County, California. The contributors chronicle how people express profound suspicions of the United Nations, the state, political parties, police, courts, international financial institutions, banks, traders and shopkeepers, media, churches, intellectuals, and the wealthy. Rather than focusing on the veracity of these convictions, Transparency and Conspiracy investigates who believes what and why. It makes a compelling argument against the dismissal of conspiracy theories and occult cosmologies as antimodern, irrational oversimplifications, showing how these beliefs render the world more complex by calling attention to its contradictions and proposing alternative ways of understanding it. Contributors. Misty Bastian, Karen McCarthy Brown, Jean Comaroff, John Comaroff, Susan Harding, Daniel Hellinger, Caroline Humphrey, Laurel Kendall, Todd Sanders, Albert Schrauwers, Kathleen Stewart, Harry G. West

Glenn Greenwald was not a political man — neither liberal nor conservative. To him, the U.S. was generally on track and would remain forever centrist. But all that has changed. Over the past five years, a creeping extremism has taken hold of our federal government, which threatens to alter our system of governing ourselves and our national character. This extremism is neither liberal nor conservative, but is driven by the Bush administration's radical theories of executive power. Greenwald writes that we cannot abide these unlimited and unchecked presidential powers if we are to remain a constitutional republic. Because when you answer to no one, you're not a president — you're a despot. This is one man's story of being galvanized into action to defend his country, and his concise and penetrating analysis of what is at stake for America when its president has secretly bestowed upon himself the powers of a king. From 9/11 to the question of nuclear war in Iran, Greenwald shows how Bush's claims of unlimited power play out. In the spirit of the colonists who once mustered the strength to denounce a king, Greenwald asks: how would a patriot act today?