|
|
libcats.org
Главная →
Text Mining: Classification, Clustering, and Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)Text Mining: Classification, Clustering, and Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)Ashok Srivastava, Mehran SahamiThe Definitive Resource on Text Mining Theory and Applications from Foremost Researchers in the Field Giving a broad perspective of the field from numerous vantage points, Text Mining: Classification, Clustering, and Applications focuses on statistical methods for text mining and analysis. It examines methods to automatically cluster and classify text documents and applies these methods in a variety of areas, including adaptive information filtering, information distillation, and text search. The book begins with chapters on the classification of documents into predefined categories. It presents state-of-the-art algorithms and their use in practice. The next chapters describe novel methods for clustering documents into groups that are not predefined. These methods seek to automatically determine topical structures that may exist in a document corpus. The book concludes by discussing various text mining applications that have significant implications for future research and industrial use. There is no doubt that text mining will continue to play a critical role in the development of future information systems and advances in research will be instrumental to their success. This book captures the technical depth and immense practical potential of text mining, guiding readers to a sound appreciation of this burgeoning field.
Скачать книгу бесплатно (pdf, 4.35 Mb)
Читать «Text Mining: Classification, Clustering, and Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)» EPUB | FB2 | MOBI | TXT | RTF
* Конвертация файла может нарушить форматирование оригинала. По-возможности скачивайте файл в оригинальном формате.
Популярные книги за неделю:
Система упражнений по развитию способностей человека (Практическое пособие)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 818 Kb
Сотворение мира (3-х томник)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 817 Kb
Introduction to Functional Programming (Prentice Hall International Series in Computing Science)Автор: Richard Bird, Автор: Philip WadlerКатегория: Математика, Прикладная математика
Размер книги: 4.73 Mb
Metal-Oxygen Clusters: The Surface and Catalytic Properties of Heteropoly Oxometalates (Fundamental and Applied Catalysis)Автор: John B. Moffat
Размер книги: 2.65 Mb
The Clean Coder: A Code of Conduct for Professional Programmers (Robert C. Martin Series)Автор: Robert C. Martin
Размер книги: 6.06 Mb
Только что пользователи скачали эти книги:
Самоучитель работы на компьютереАвтор: Е. Вовк, Автор: С. Баричев, Автор: О. Плотников
Размер книги: 29.34 Mb
Core Clinical Cases in Medical and Surgical Specialties: A Problem-Solving ApproachАвтор: Steve Bain M.D., Автор: Janesh K. Gupta M.D.
Размер книги: 2.00 Mb
Practical Programming: An Introduction to Computer Science Using Python (Pragmatic Programmers)Автор: Jennifer Campbell, Автор: Paul Gries, Автор: Jason Montojo, Автор: Greg WilsonКатегория: Компьютеры
Размер книги: 5.29 Mb
Witchcraft in Tudor and Stuart England: A Regional and Comparative StudyАвтор: Alan MacFarlane
Размер книги: 5.61 Mb
The Properties of Gases and Liquids, Fifth EditionАвтор: Bruce E. Poling, Автор: John M. Prausnitz, Автор: John P. O'Connell
Размер книги: 4.28 Mb
Origen and the life of the stars: a history of an ideaАвтор: Alan ScottКатегория: religion
Размер книги: 2.43 Mb
More Blazing Bedtime StoriesАвтор: Leto Julie, Автор: Kelly LeslieКатегория: fiction
Размер книги: 314 Kb
Knights & Mages (The Illustrated Edition)Автор: Lim ThomasКатегория: fiction
Размер книги: 1.33 Mb
|
|
|