The continual explosion of information technology and the need for better data collection and management methods has made data mining an even more relevant topic of study. Books on data mining tend to be either broad and introductory or focus on some very specific technical aspect of the field. This book is a series of seventeen edited OC student-authored lecturesOCO which explore in depth the core of data mining (classification, clustering and association rules) by offering overviews that include both analysis and insight. The initial chapters lay a framework of data mining techniques by explaining some of the basics such as applications of Bayes Theorem, similarity measures, and decision trees. Before focusing on the pillars of classification, clustering and association rules, the book also considers alternative candidates such as point estimation and genetic algorithms. The book''s discussion of classification includes an introduction to decision tree algorithms, rule-based algorithms (a popular alternative to decision trees) and distance-based algorithms. Five of the lecture-chapters are devoted to the concept of clustering or unsupervised classification. The functionality of hierarchical and partitional clustering algorithms is also covered as well as the efficient and scalable clustering algorithms used in large databases. The concept of association rules in terms of basic algorithms, parallel and distributive algorithms and advanced measures that help determine the value of association rules are discussed. The final chapter discusses algorithms for spatial data mining. Sample Chapter(s). Chapter 1: Point Estimation Algorithms (397 KB). Contents: Point Estimation Algorithms; Applications of Bayes Theorem; Similarity Measures; Decision Trees; Genetic Algorithms; Classification: Distance Based Algorithms; Decision Tree-Based Algorithms; Covering (Rule-Based) Algorithms; Clustering: An Overview; Clustering Hierarchical Algorithms; Clustering Partitional Algorithms; Clustering: Large Databases; Clustering Categorical Attributes; Association Rules: An Overview; Association Rules: Parallel and Distributed Algorithms; Association Rules: Advanced Techniques and Measures; Spatial Mining: Techniques and Algorithms. Readership: An introductory data mining textbook or a technical data mining book for an upper level undergraduate or graduate level course.
The book is in wide use by fire fighters, hazmat teams, bomb squads, industrial emergency response teams and other emergency responders who may deal with unplanned hazardous materials incidents"--
Brief Therapy and Beyond is a collection of new and selected papers by prominent psychologist Michael Hoyt. Numerous clinical vignettes and informative discussions describe time-sensitive treatments to relieve psychological distress and/or promote growth. Drawing from an encyclopedic knowledge of the professional literature as well as humor, poetry, sports, and candid revelation, Hoyt illustrates the importance of stories, language, love, hope, and time in shaping worldviews that inspire and empower clients and clinicians to make effective and efficient changes.
In our communities composed of people from various cultures, countries, and backgrounds, where does the church stand? How representative is it? And how can local churches best minister and evangelize within an increasingly multicultural society? 'Cultural Change and Your Church' is an invaluable resource for understanding the transformation of our cultural landscape and, most importantly, for learning how to embrace the resulting opportunities to minister to all people. Michael Pocock and Joseph Henriques consider the Bible's examples and teaching related to diversity, introduce several churches currently modeling cross-cultural ministry, and suggest hands-on ways for church leaders to encourage change and proactive thinking.
What is intelligence? What makes humans homo sapiens - the intelligent species? Inventing Intelligence is a bold deconstruction of the history of intelligence, bringing a cultural studies approach to this fascinating subject for the first time.
Fungi are ubiquitous in the world and responsible for driving the evolution and governing the sustainability of ecosystems now and in the past. Fossil Fungi is the first encyclopedic book devoted exclusively to fossil fungi and their activities through geologic time. The book begins with the historical context of research on fossil fungi (paleomycology), followed by how fungi are formed and studied as fossils, and their age. The next six chapters focus on the major lineages of fungi, arranging them in phylogenetic order and placing the fossils within a systematic framework. For each fossil the age and provenance are provided. Each chapter provides a detailed introduction to the living members of the group and a discussion of the fossils that are believed to belong in this group. The extensive bibliography (~ 2700 entries) includes papers on both extant and fossil fungi. Additional chapters include lichens, fungal spores, and the interactions of fungi with plants, animals, and the geosphere. The final chapter includes a discussion of fossil bacteria and other organisms that are fungal-like in appearance, and known from the fossil record. The book includes more than 475 illustrations, almost all in color, of fossil fungi, line drawings, and portraits of people, as well as a glossary of more than 700 mycological and paleontological terms that will be useful to both biologists and geoscientists. First book devoted to the whole spectrum of the fossil record of fungi, ranging from Proterozoic fossils to the role of fungi in rock weathering Detailed discussion of how fossil fungi are preserved and studied Extensive bibliography with more than 2000 entries Where possible, fungal fossils are placed in a modern systematic context Each chapter within the systematic treatment of fungal lineages introduced with an easy-to-understand presentation of the main characters that define extant members Extensive glossary of more than 700 entries that define both biological, geological, and mycological terminology
Featuring a three-prong approach on culture, communication, and creative problem solving, The Intercultural Communication Playbook, with its unique, user-friendly layout and presentation, highlights how active, imaginative, and productive problem-solving methods can transform the way students understand intercultural communication. This framework from authors Teri Kwal Gamble, Michael W. Gamble, and Xiaowen Guan guides learners to understand their intercultural identity, broaden their worldview, and successfully improve their communication in real-world settings. Each chapter features exercises that encourage students to diversify their everyday thinking, individually examine their personal preferences, eliminate mental barriers, and discover innovative solutions to intercultural communication challenges. This title is accompanied by a complete teaching and learning package. Contact your Sage representative to request a demo. Learning Platform / Courseware Sage Vantage is an intuitive learning platform that integrates quality Sage textbook content with assignable multimedia activities and auto-graded assessments to drive student engagement and ensure accountability. Unparalleled in its ease of use and built for dynamic teaching and learning, Vantage offers customizable LMS integration and best-in-class support. It′s a learning platform you, and your students, will actually love. Learn more. Assignable Video with Assessment Assignable video (available in Sage Vantage) is tied to learning objectives and curated exclusively for this text to bring concepts to life. LMS Cartridge: Import this title’s instructor resources into your school’s learning management system (LMS) and save time. Don′t use an LMS? You can still access all of the same online resources for this title via the password-protected Instructor Resource Site. Learn more.
Current knowledge of the epidemiology, clinical expression, pathophysiology and available medical and surgical therapy for ocular surface diseases, providing an invaluable text for ocular surface specialists, general ophthalmologists, optometrists and residents.
The second edition of Understanding Search Engines: Mathematical Modeling and Text Retrieval follows the basic premise of the first edition by discussing many of the key design issues for building search engines and emphasizing the important role that applied mathematics can play in improving information retrieval. The authors discuss important data structures, algorithms, and software as well as user-centered issues such as interfaces, manual indexing, and document preparation. Readers will find that the second edition includes significant changes that bring the text up to date on current information retrieval methods. For example, the authors have added a completely new chapter on link-structure algorithms used in search engines such as Google, and the chapter on user interface has been rewritten to specifically focus on search engine usability. To reflect updates in the literature on information retrieval, the authors have added new recommendations for further reading and expanded the bibliography. In addition, the index has been updated and streamlined to make it more reader friendly.
The leading introductory book on data mining, fully updated and revised! When Berry and Linoff wrote the first edition of Data Mining Techniques in the late 1990s, data mining was just starting to move out of the lab and into the office and has since grown to become an indispensable tool of modern business. This new edition—more than 50% new and revised— is a significant update from the previous one, and shows you how to harness the newest data mining methods and techniques to solve common business problems. The duo of unparalleled authors share invaluable advice for improving response rates to direct marketing campaigns, identifying new customer segments, and estimating credit risk. In addition, they cover more advanced topics such as preparing data for analysis and creating the necessary infrastructure for data mining at your company. Features significant updates since the previous edition and updates you on best practices for using data mining methods and techniques for solving common business problems Covers a new data mining technique in every chapter along with clear, concise explanations on how to apply each technique immediately Touches on core data mining techniques, including decision trees, neural networks, collaborative filtering, association rules, link analysis, survival analysis, and more Provides best practices for performing data mining using simple tools such as Excel Data Mining Techniques, Third Edition covers a new data mining technique with each successive chapter and then demonstrates how you can apply that technique for improved marketing, sales, and customer support to get immediate results.
Covering many different diagnostic tools, this essential resource explores both traditional treatments and alternative therapies for conditions that can cause gait abnormalities in horses. Broader in scope than any other book of its kind, this edition describes equine sporting activities and specific lameness conditions in major sport horse types, and includes up-to-date information on all imaging modalities. This title includes additional digital media when purchased in print format. For this digital book edition, media content may not be included. Cutting-edge information on diagnostic application for computed tomography and magnetic resonance imaging includes the most comprehensive section available on MRI in the live horse. Coverage of traditional treatment modalities also includes many aspects of alternative therapy, with a practical and realistic perspective on prognosis. An examination of the various types of horses used in sports describes the lameness conditions to which each horse type is particularly prone, as well as differences in prognosis. Guidelines on how to proceed when a diagnosis cannot easily be reached help you manage conditions when faced with the limitations of current diagnostic capabilities. Clinical examination and diagnostic analgesia are given a special emphasis. Practical, hands-on information covers a wide range of horse types from around the world. A global perspective is provided by a team of international authors, editors, and contributors. A full-color insert shows thermography images. Updated chapters include the most current information on topics such as MRI, foot pain, stem cell therapy, and shock wave treatment. Two new chapters include The Biomechanics of the Equine Limb and its Effect on Lameness and Clinical Use of Stem Cells, Marrow Components, and Other Growth Factors. The chapter on the hock has been expanded substantially, and the section on lameness associated with the foot has been completely rewritten to include state-of-the-art information based on what has been learned from MRI. Many new figures appear throughout the book.
This Second Edition brings readers thoroughly up to date with the emerging field of text mining, the application of techniques of machine learning in conjunction with natural language processing, information extraction, and algebraic/mathematical approaches to computational information retrieval. The book explores a broad range of issues, ranging from the development of new learning approaches to the parallelization of existing algorithms. Authors highlight open research questions in document categorization, clustering, and trend detection. In addition, the book describes new application problems in areas such as email surveillance and anomaly detection.
The 7th edition of this best-selling social psychology text by Graham Vaughan and Michael Hogg, Social Psychology, retains the structure and approach of the previous edition but has been revised to reflect the changes in the field, with the material thoroughly updated throughout. Social Psychology 7e continues to capture the scope and detail of contemporary social psychology as an international scientific enterprise and at the same time deals with the subject in a way that is relevant to university teaching and social psychology research in Australia and New Zealand.
Surrounding the war with an aura of nostalgia both fosters the delusion that war can cure our social ills and makes us strong again, and weakens confidence in our ability to act effectively in our own time."—Journal of Military History
The thoroughly revised new edition of this best-seller, presents the wide use of AAS in numerous fields of application. The comparison between the different AAS techniques enables the reader to find the best solution for his analytical problem. Authors Bernhard Welz and Michael Sperling have succeeded in finding a balance between theoretical fundamentals and practical applications. The new chapter 'physical fundamentals' describes the basic principles of AAS. The development of AAS is now described in a separate chapter. Further new chapters are devoted to the latest developments in the field of flow injection and the use of computers for laboratory automation. Methodological progress e. g. speciation analysis is also covered in this new edition. The index and the extensive bibliography make this book a unique source of information. It will prove useful not only for analytical chemists, out also spectroscopists in industry, institutes, and universities. Atomic Absorption Spectrometry will also be invaluable for clinics and research institutes in the fields of biochemistry, medicine, food technology, geology, metallurgy, petrochemistry, and mineralogy.
Understanding Social Psychology Across Cultures Second Edition starts by asking why social psychology needs a cross-cultural perspective. It then examines cultural differences and their origins, before addressing traditional social psychological themes cross-culturally, for example group processes, self and identity, intergroup relations. Themes of contemporary relevance including migration, ethnic conflict and climate change are also covered. Key features: Presentation of concepts and theories made accessible to the reader using practical examples and everyday life experiences from diverse parts of the world Biographical portraits of key researchers in the field Coverage of the appropriate methods for conducting state-of-the-art cross-cultural research This textbook is appropriate for students of social and cross-cultural psychology. It will also interest practitioners wanting to understand the impact of culture on their fields of work, such as international relations, social policy, health promotion, ethnic relations and international business.
Michael Whitenton offers a fresh perspective on the characterization of Nicodemus, focusing on the benefit of Hellenistic rhetoric and the cognitive sciences for understanding audience construals of characters in ancient narratives. Whitenton builds an interdisciplinary approach to ancient characters, utilizing cognitive science, Greek stock characters, ancient rhetoric, and modern literary theory. He then turns his attention to the characterization of Nicodemus, where he argues that Nicodemus would likely be understood initially as a dissembling character, only to depart from that characterization later in the narrative, suggesting a journey toward Johannine faith. Whitenton presents a compelling argument: many in an ancient audience would construe Nicodemus in ways that suggest his development from doubt and suspicion to commitment and devotion.
Easy Access is the only handbook organized by the types of help student writers need. Part One (red tabs) provides a guide to writing processes and products. Solutions to common writing problems and ESL troublespots are found in Part Two (blue tab). Part Three (yellow tab) offers alphabetically organized definitions and examples of grammar, mechanics, and punctuation terms.
McGraw-Hill Humanities, Social Sciences & World Languages
Published Date
ISBN 10
0767421892
ISBN 13
9780767421898
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