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Data Mining Methods and Models

Author : Daniel T. Larose
Publisher : John Wiley & Sons
ISBN 13 : 0471756474
Total Pages : 340 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Data Mining Methods and Models by : Daniel T. Larose

Download or read book Data Mining Methods and Models written by Daniel T. Larose and published by John Wiley & Sons. This book was released on 2006-02-02 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Psychology of Pro-Environmental Communication

Author : Christian A. Klöckner
Publisher : Springer
ISBN 13 : 1137348321
Total Pages : 388 pages
Book Rating : 4.1/5 (373 download)

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Book Synopsis The Psychology of Pro-Environmental Communication by : Christian A. Klöckner

Download or read book The Psychology of Pro-Environmental Communication written by Christian A. Klöckner and published by Springer. This book was released on 2015-06-30 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Building and Using Comparable Corpora

Author : Serge Sharoff
Publisher : Springer Science & Business Media
ISBN 13 : 3642201288
Total Pages : 333 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Building and Using Comparable Corpora by : Serge Sharoff

Download or read book Building and Using Comparable Corpora written by Serge Sharoff and published by Springer Science & Business Media. This book was released on 2013-12-13 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Mining and Predictive Analytics

Author : Daniel T. Larose
Publisher : John Wiley & Sons
ISBN 13 : 1118868676
Total Pages : 827 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Data Mining and Predictive Analytics by : Daniel T. Larose

Download or read book Data Mining and Predictive Analytics written by Daniel T. Larose and published by John Wiley & Sons. This book was released on 2015-02-19 with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

ELexicography in the 21st Century : New Challenges, New Applications

Author : Sylviane Granger
Publisher : Presses univ. de Louvain
ISBN 13 : 2874632112
Total Pages : 475 pages
Book Rating : 4.8/5 (746 download)

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Book Synopsis ELexicography in the 21st Century : New Challenges, New Applications by : Sylviane Granger

Download or read book ELexicography in the 21st Century : New Challenges, New Applications written by Sylviane Granger and published by Presses univ. de Louvain. This book was released on 2010-06 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of lexicography is undergoing a major revolution. The rapid replacement of the traditional paper dictionary by electronic dictionaries opens up exciting possibilities but also constitutes a major challenge to the field. The eLexicography in the 21st Century: New Challenges, New Applications conference organized by the Centre for English Corpus Linguistics of the Université catholique de Louvain in October 2009 aimed to bring together the many researchers around the world who are working in the fast developing field of electronic lexicography and to act as a showcase for the latest lexicographic developments and software solutions in the field. The conference attracted both academics and industrial partners from 30 different countries who presented electronic dictionary projects dealing with no less than 22 languages. The resulting proceedings volume bears witness to the tremendous vitality and diversity of research in the field. The volume covers a wide range span of topics, including: -the use of language resources for lexicographic purposes, in the form of lexical databases like WordNet or corpora of different types - innovative changes to the dictionary structure afforded by the electronic medium, in particular multiple access routes and efficient integration of phraseology -specialised dictionaries (e.g. SMS dictionaries, sign language dictionaries) -automated customisation of dictionaries in function of users' needs -exploitation of Natural Language Processing tools - integration of electronic dictionaries into language learning and teaching

Second Language Acquisition

Author : Susan M. Gass
Publisher : Psychology Press
ISBN 13 : 9780805835281
Total Pages : 508 pages
Book Rating : 4.8/5 (352 download)

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Book Synopsis Second Language Acquisition by : Susan M. Gass

Download or read book Second Language Acquisition written by Susan M. Gass and published by Psychology Press. This book was released on 2001 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multiword Units in Machine Translation and Translation Technology

Author : Ruslan Mitkov
Publisher : John Benjamins Publishing Company
ISBN 13 : 9027264201
Total Pages : 271 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Multiword Units in Machine Translation and Translation Technology by : Ruslan Mitkov

Download or read book Multiword Units in Machine Translation and Translation Technology written by Ruslan Mitkov and published by John Benjamins Publishing Company. This book was released on 2018-07-15 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: The correct interpretation of Multiword Units (MWUs) is crucial to many applications in Natural Language Processing but is a challenging and complex task. In recent years, the computational treatment of MWUs has received considerable attention but there is much more to be done before we can claim that NLP and Machine Translation (MT) systems process MWUs successfully. This volume provides a general overview of the field with particular reference to Machine Translation and Translation Technology and focuses on languages such as English, Basque, French, Romanian, German, Dutch and Croatian, among others. The chapters of the volume illustrate a variety of topics that address this challenge, such as the use of rule-based approaches, compound splitting techniques, MWU identification methodologies in multilingual applications, and MWU alignment issues.

How Would a Patriot Act?

Author : Glenn Greenwald
Publisher : Working Assets Publishing
ISBN 13 :
Total Pages : 148 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis How Would a Patriot Act? by : Glenn Greenwald

Download or read book How Would a Patriot Act? written by Glenn Greenwald and published by Working Assets Publishing. This book was released on 2006 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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?

Data Science Using Python and R

Author : Chantal D. Larose
Publisher : John Wiley & Sons
ISBN 13 : 1119526817
Total Pages : 256 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Data Science Using Python and R by : Chantal D. Larose

Download or read book Data Science Using Python and R written by Chantal D. Larose and published by John Wiley & Sons. This book was released on 2019-04-09 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn data science by doing data science! Data Science Using Python and R will get you plugged into the world’s two most widespread open-source platforms for data science: Python and R. Data science is hot. Bloomberg called data scientist “the hottest job in America.” Python and R are the top two open-source data science tools in the world. In Data Science Using Python and R, you will learn step-by-step how to produce hands-on solutions to real-world business problems, using state-of-the-art techniques. Data Science Using Python and R is written for the general reader with no previous analytics or programming experience. An entire chapter is dedicated to learning the basics of Python and R. Then, each chapter presents step-by-step instructions and walkthroughs for solving data science problems using Python and R. Those with analytics experience will appreciate having a one-stop shop for learning how to do data science using Python and R. Topics covered include data preparation, exploratory data analysis, preparing to model the data, decision trees, model evaluation, misclassification costs, naïve Bayes classification, neural networks, clustering, regression modeling, dimension reduction, and association rules mining. Further, exciting new topics such as random forests and general linear models are also included. The book emphasizes data-driven error costs to enhance profitability, which avoids the common pitfalls that may cost a company millions of dollars. Data Science Using Python and R provides exercises at the end of every chapter, totaling over 500 exercises in the book. Readers will therefore have plenty of opportunity to test their newfound data science skills and expertise. In the Hands-on Analysis exercises, readers are challenged to solve interesting business problems using real-world data sets.

E-Lexicography

Author : Pedro A. Fuertes-Olivera
Publisher : A&C Black
ISBN 13 : 1441128069
Total Pages : 357 pages
Book Rating : 4.4/5 (411 download)

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Book Synopsis E-Lexicography by : Pedro A. Fuertes-Olivera

Download or read book E-Lexicography written by Pedro A. Fuertes-Olivera and published by A&C Black. This book was released on 2011-10-20 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book looks at current research and future directions in e-lexicography. Online dictionaries and reference tools are increasingly prevalent in a digitized and internet-led era in language study that has embraced computational linguistics. This book responds with theoretical and practical analysis of key topics, from a global range of contributors. Since COBUILD in the 1980s, lexicographers have found it essential to engage with and utilize electronic computational tools. Internet dictionaries, online reference tools and even search engine optimization demand a knowledge of electronic lexicography and force a reassessment of the field. This volume looks at, amongst other topics: • Polyfunctional versus monofunctional dictionary tools • Developing theories of lexicography for electronic mediums • Distinguishing between the database and the dictionary • Online dictionaries not as data repositories but as sophisticated search engines This volume will appeal to scholars in lexicography and to practicing lexicographers.

Transparency and Conspiracy

Author : Harry G. West
Publisher : Duke University Press
ISBN 13 : 082238485X
Total Pages : 329 pages
Book Rating : 4.8/5 (223 download)

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Book Synopsis Transparency and Conspiracy by : Harry G. West

Download or read book Transparency and Conspiracy written by Harry G. West and published by Duke University Press. This book was released on 2003-04-17 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Knowledge Discovery with Support Vector Machines

Author : Lutz H. Hamel
Publisher : John Wiley & Sons
ISBN 13 : 1118211030
Total Pages : 211 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Knowledge Discovery with Support Vector Machines by : Lutz H. Hamel

Download or read book Knowledge Discovery with Support Vector Machines written by Lutz H. Hamel and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover: Knowledge discovery environments Describing data mathematically Linear decision surfaces and functions Perceptron learning Maximum margin classifiers Support vector machines Elements of statistical learning theory Multi-class classification Regression with support vector machines Novelty detection Complemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.

Practical Text Mining with Perl

Author : Roger Bilisoly
Publisher : John Wiley & Sons
ISBN 13 : 1118210506
Total Pages : 306 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Practical Text Mining with Perl by : Roger Bilisoly

Download or read book Practical Text Mining with Perl written by Roger Bilisoly and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides readers with the methods, algorithms, and means to perform text mining tasks This book is devoted to the fundamentals of text mining using Perl, an open-source programming tool that is freely available via the Internet (www.perl.org). It covers mining ideas from several perspectives--statistics, data mining, linguistics, and information retrieval--and provides readers with the means to successfully complete text mining tasks on their own. The book begins with an introduction to regular expressions, a text pattern methodology, and quantitative text summaries, all of which are fundamental tools of analyzing text. Then, it builds upon this foundation to explore: Probability and texts, including the bag-of-words model Information retrieval techniques such as the TF-IDF similarity measure Concordance lines and corpus linguistics Multivariate techniques such as correlation, principal components analysis, and clustering Perl modules, German, and permutation tests Each chapter is devoted to a single key topic, and the author carefully and thoughtfully introduces mathematical concepts as they arise, allowing readers to learn as they go without having to refer to additional books. The inclusion of numerous exercises and worked-out examples further complements the book's student-friendly format. Practical Text Mining with Perl is ideal as a textbook for undergraduate and graduate courses in text mining and as a reference for a variety of professionals who are interested in extracting information from text documents.

The Routledge Handbook of Second Language Acquisition and Pragmatics

Author : Naoko Taguchi
Publisher : Routledge
ISBN 13 : 1351164066
Total Pages : 522 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis The Routledge Handbook of Second Language Acquisition and Pragmatics by : Naoko Taguchi

Download or read book The Routledge Handbook of Second Language Acquisition and Pragmatics written by Naoko Taguchi and published by Routledge. This book was released on 2019-01-30 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Second Language Acquisition and Pragmatics is a comprehensive critical survey of the field of L2 pragmatics, collecting a number of chapters that highlight the key theories, methods, pedagogies, and research findings throughout its development over the last four decades. Demonstrating the ways in which pragmatics has long served as a lens through which to examine patterns of L2 development, the volume is divided into six parts which reflect the field’s structure and evolution: • Constructs and units of analysis • Theoretical approaches • Methodological approaches • Pedagogical approaches • Contexts and individual considerations • L2 pragmatics in the global era The handbook has a particular focus on covering not only traditional topics in the field, such as constructs of pragmatic competence (e.g., speech acts, implicature), teaching and assessment, and pragmatics learning in a study abroad program, but also emerging areas of study, including interactional pragmatics, intercultural pragmatics, usage-based approaches, corpus linguistics, and psycholinguistic experimentation. Each chapter introduces the topic and follows with a description of its theoretical underpinnings, an overview of existing literature, appraisal of current practice, concluding with a discussion of future directions for research and key readings. The Routledge Handbook of Second Language Acquisition and Pragmatics is an essential resource for those with an interest in second language acquisition, pragmatics, and language teaching.

Diachronic Corpora, Genre, and Language Change

Author : Richard J. Whitt
Publisher : John Benjamins Publishing Company
ISBN 13 : 9027263507
Total Pages : 347 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Diachronic Corpora, Genre, and Language Change by : Richard J. Whitt

Download or read book Diachronic Corpora, Genre, and Language Change written by Richard J. Whitt and published by John Benjamins Publishing Company. This book was released on 2018-11-15 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a state-of-the-art overview of the intersecting fields of corpus linguistics, historical linguistics, and genre-based studies of language usage. Papers in this collection are devoted to presenting relevant methods pertinent to corpus-based studies of the connection between genre and language change, linguistic changes that occur in particular genres, and specific diachronic phenomena that are influenced by genre factors to greater and lesser degrees. Data are drawn from a number of languages, and the scope of the studies presented here is both short- and long-term, covering cases of recent change as well as more long-term alterations.

Electronic Lexicography

Author : Sylviane Granger
Publisher : Oxford University Press
ISBN 13 : 0199654867
Total Pages : 532 pages
Book Rating : 4.1/5 (996 download)

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Book Synopsis Electronic Lexicography by : Sylviane Granger

Download or read book Electronic Lexicography written by Sylviane Granger and published by Oxford University Press. This book was released on 2012-10-25 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professional and academic lexicographers present and discuss innovations, ideas, and developments in all aspects of electronic lexicography including dictionary-writing systems and the integration of corpora for every kind of dictionary in every format.

Web As Corpus

Author : Maristella Gatto
Publisher : A&C Black
ISBN 13 : 1441134131
Total Pages : 255 pages
Book Rating : 4.4/5 (411 download)

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Book Synopsis Web As Corpus by : Maristella Gatto

Download or read book Web As Corpus written by Maristella Gatto and published by A&C Black. This book was released on 2014-02-13 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is the internet a suitable linguistic corpus? How can we use it in corpus techniques? What are the special properties that we need to be aware of? This book answers those questions. The Web is an exponentially increasing source of language and corpus linguistics data. From gigantic static information resources to user-generated Web 2.0 content, the breadth and depth of information available is breathtaking – and bewildering. This book explores the theory and practice of the “web as corpus”. It looks at the most common tools and methods used and features a plethora of examples based on the author's own teaching experience. This book also bridges the gap between studies in computational linguistics, which emphasize technical aspects, and studies in corpus linguistics, which focus on the implications for language theory and use.