| Text classification is becoming a crucial task to analysts in different areas. In the last few decades, the production of textual documents in digital form has increased exponentially. Their applications range from web pages to scientific documents, including emails, news and books. Despite the widespread use of digital texts, handling them is inherently difficult - the large amount of data necessary to represent them and the subjectivity of classification complicate matters.
This book gives a concise view on how to use kernel approaches for inductive inference in large scale text classification; it presents a series of new techniques to enhance, scale and distribute text classification tasks. It is not intended to be a comprehensive survey of the state-of-the-art of the whole field of text classification. Its purpose is less ambitious and more practical: to explain and illustrate some of the important methods used in this field, in particular kernel approaches and techniques. |
|
|
Manual of Pediatric Hematology and Oncology, Fourth Edition
Entirely updated to reflect modern thinking and protocols, the Manual of Pediatric Hematology and Oncology provides concise information needed for the day-to-day management of children with pediatric hematologic and oncologic diseases. The clear style allows readers to make an accurate diagnosis and permits him/her to treat patients... | | The Rails Way (Addison-Wesley Professional Ruby Series)The expert guide to building Ruby on Rails applications
Ruby on Rails strips complexity from the development process, enabling professional developers to focus on what matters most: delivering business value. Now, for the first time, there’s a comprehensive,... | | Understanding DB2(R): Learning Visually with Examples (2nd Edition)The Easy, Visual Way to Master IBM® DB2 for Linux®, UNIX®, and Windows®—Fully Updated for Version 9.5
IBM DB2 9 and DB2 9.5 provide breakthrough capabilities for providing Information on Demand, implementing Web services and Service Oriented Architecture, and streamlining information management. Understanding DB2:... |
| | Negotiation Games (Routledge Advances in Game Theory, 002.)If you are looking for a wide ranging application of game theory, with many applications to political science, then you will find that this book is well worth the read. - Managerial and Decision Economics
Steven J. Brams is one of the leading game theorists of his generation. This new edition includes... | | Learn FileMaker Pro 7 (Wordware Library for FileMaker)This is meant to be a hands-on book. The idea is to have you do various exercises so that you become familiar with FileMaker Pro. The book doesn’t have that much to do with theory, although you will learn some along the way. There are other books for theory, if that’s something you care about.
The FileMaker Pro... |
|