Автор: Djamel A. Zighed; Shusaku Tsumoto; Zbigniew W. Ras Название: Mining Complex Data ISBN: 3642099807 ISBN-13(EAN): 9783642099809 Издательство: Springer Рейтинг: Цена: 194730.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g.
Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.
Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research.
Please visit the book companion website at https: //www.cs.waikato.ac.nz/ ml/weka/book.html.
It contains
Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book
Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book
Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.
Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface
Includes open-access online courses that introduce practical applications of the material in the book
Автор: Annalisa Appice; Michelangelo Ceci; Corrado Loglis Название: New Frontiers in Mining Complex Patterns ISBN: 3319614606 ISBN-13(EAN): 9783319614601 Издательство: Springer Рейтинг: Цена: 51230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 5th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2016, held in conjunction with ECML-PKDD 2016 in Riva del Garda, Italy, in September 2016.
Автор: Annalisa Appice; Michelangelo Ceci; Corrado Loglis Название: New Frontiers in Mining Complex Patterns ISBN: 3319084062 ISBN-13(EAN): 9783319084060 Издательство: Springer Рейтинг: Цена: 44720.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2013, held in conjunction with ECML/PKDD 2013 in Prague, Czech Republic, in September 2013.
Автор: Annalisa Appice; Michelangelo Ceci; Corrado Loglis Название: New Frontiers in Mining Complex Patterns ISBN: 331917875X ISBN-13(EAN): 9783319178752 Издательство: Springer Рейтинг: Цена: 44720.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2014, held in conjunction with ECML-PKDD 2014 in Nancy, France, in September 2014.
Автор: Michelangelo Ceci; Corrado Loglisci; Giuseppe Manc Название: New Frontiers in Mining Complex Patterns ISBN: 3319393146 ISBN-13(EAN): 9783319393148 Издательство: Springer Рейтинг: Цена: 46590.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book is a collection of papers dealing with the study of language varieties from a corpus linguistics perspective. They focus on the analysis of language in different communicative and professional settings, meeting current lines of research, such as teaching and learning, translation, domain-specific grammatical and textual phenomena, linguistic variation and gender.
Автор: Wei Wang; Jiong Yang Название: Mining Sequential Patterns from Large Data Sets ISBN: 1441937072 ISBN-13(EAN): 9781441937070 Издательство: Springer Рейтинг: Цена: 121110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Related Work.- Periodic Patterns.- Statistically Significant Patterns.- Approximate Patterns.- Conclusion Remark.
Автор: С.Aggarwal Название: Data Mining: The Textbook ISBN: 3319141414 ISBN-13(EAN): 9783319141411 Издательство: Springer Рейтинг: Цена: 65210.00 T Наличие на складе: Нет в наличии. Описание: This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues.
Автор: Zbigniew W. Ras; Shusaku Tsumoto; Djamel A. Zighed Название: Mining Complex Data ISBN: 3540684158 ISBN-13(EAN): 9783540684152 Издательство: Springer Рейтинг: Цена: 65210.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the Third International Workshop on Mining Complex Data, MCD 2007, held in Warsaw, Poland, in September 2007, co-located with ECML and PKDD 2007.
Автор: Djamel A. Zighed; Shusaku Tsumoto; Zbigniew W. Ras Название: Mining Complex Data ISBN: 3540880666 ISBN-13(EAN): 9783540880660 Издательство: Springer Рейтинг: Цена: 194730.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g.
Автор: Sanaz Mostaghim; Andreas N?rnberger; Christian Bor Название: Frontiers in Computational Intelligence ISBN: 3319677888 ISBN-13(EAN): 9783319677880 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book is a collection of several contributions which show the state of the art in specific areas of Computational Intelligence.
Автор: Takashi Washio; Akito Sakurai; Katsuto Nakajima; H Название: New Frontiers in Artificial Intelligence ISBN: 3540354700 ISBN-13(EAN): 9783540354703 Издательство: Springer Рейтинг: Цена: 83850.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Presents the joint post-proceedings of five international workshops organized by the Japanese Society for Artificial Intelligence, during the 19th Annual Conference JSAI 2005. This book includes the papers covering such topics as logic and engineering of natural language semantics, learning with logics, and agent network dynamics and intelligence.
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