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Author: Ian H. Witten Publisher: Elsevier ISBN: 0080890369 Category : Computers Languages : en Pages : 665
Book Description
Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. - Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects - Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods - Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks—in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization
Author: Ian H. Witten Publisher: Elsevier ISBN: 0080890369 Category : Computers Languages : en Pages : 665
Book Description
Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. - Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects - Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods - Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks—in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization
Author: Charles Moller Publisher: CRC Press ISBN: 0203096789 Category : Business & Economics Languages : en Pages : 459
Book Description
For many years now Enterprise Information Systems have been critical in helping businesses successfully navigate the global market. The development that started with design and implementation of integrated systems has evolved to incorporate a multitude of perspectives and ideas. The Enterprise Information Systems functionality extends from pr
Author: Carol R. Ember Publisher: Springer Science & Business Media ISBN: 030647770X Category : Social Science Languages : en Pages : 1059
Book Description
The central aim of this encyclopedia is to give the reader a comparative perspective on issues involving conceptions of gender, gender differences, gender roles, relationships between the genders, and sexuality. The encyclopedia is divided into two volumes: Topics and Cultures. The combination of topical overviews and varying cultural portraits is what makes this encyclopedia a unique reference work for students, researchers and teachers interested in gender studies and cross-cultural variation in sex and gender. It deserves a place in the library of every university and every social science and health department. Contents:- Glossary. Cultural Conceptions of Gender. Gender Roles, Status, and Institutions. Sexuality and Male-Female Interaction. Sex and Gender in the World's Cultures. Culture Name Index. Subject Index.
Author: Jane Edwards Publisher: Oxford University Press ISBN: 0198817142 Category : Music Languages : en Pages : 1009
Book Description
Music therapy is growing internationally to be one of the leading evidence-based psychosocial allied health professions to meet needs across the lifespan.The Oxford Handbook of Music Therapy is the most comprehensive text on this topic in its history. It presents exhaustive coverage of the topic from international leaders in the field.
Author: Stine Lindahl Jacobsen Publisher: Jessica Kingsley Publishers ISBN: 1784501050 Category : Psychology Languages : en Pages : 346
Book Description
This comprehensive book describes well-defined models of music therapy for working with families in different clinical areas, ranging from families with special needs children or dying family members through to families in psychiatric or paediatric hospital settings. International contributors explain the theoretical background and practice of their specific approach, including an overview of research and illustrative case examples. Particular emphasis is placed on connecting theory and clinical practice and on discussing the challenges and relevance of each model. This practical and theoretically anchored book will prove valuable for music therapists, students and researchers in the fast developing field of music therapy with families.
Author: Publisher: ScholarlyEditions ISBN: 1464921393 Category : Science Languages : en Pages : 550
Book Description
Cytokines: Advances in Research and Application: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Cytokines. The editors have built Cytokines: Advances in Research and Application: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Cytokines in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Cytokines: Advances in Research and Application: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Author: Publisher: ScholarlyEditions ISBN: 1490109145 Category : Medical Languages : en Pages : 1138
Book Description
Issues in Diagnostics and Imaging / 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Diagnostic and Interventional Radiology. The editors have built Issues in Diagnostics and Imaging: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Diagnostic and Interventional Radiology in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Diagnostics and Imaging: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Author: Publisher: ScholarlyEditions ISBN: 1464993165 Category : Medical Languages : en Pages : 470
Book Description
Blood Cells—Advances in Research and Application: 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Blood Cells. The editors have built Blood Cells—Advances in Research and Application: 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Blood Cells in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Blood Cells—Advances in Research and Application: 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Author: Ian H. Witten
Author: Ian H. Witten
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Author: Charles Moller
Author: Carol R. Ember
Author: Jane Edwards
Author: Stine Lindahl Jacobsen
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