In the first part, this book analyzes the knowledge discovery process in order to understand the relations between knowledge discovery steps and focusing. The part devoted to the development of focusing solutions opens with an analysis of the state of the art, then introduces the relevant techniques, and finally culminates in implementing a unified approach as a generic sampling algorithm, which is then integrated into a commercial data mining system.
The last part evaluates specific focusing solutions in various application domains. The book provides various appendicies enhancing easy accessibility.
The book presents a comprehensive introduction to focusing in the context of data mining and knowledge discovery. It is written for researchers and advanced students, as well as for professionals applying data mining and knowledge discovery techniques in practice.
| ISBN: | 9783540664291 |
| Publication date: | 18th August 1999 |
| Author: | Thomas Reinartz |
| Publisher: | Springer an imprint of Springer Berlin Heidelberg |
| Format: | Paperback |
| Pagination: | 316 pages |
| Series: | Lecture Notes in Computer Science |
| Genres: |
Databases Cybernetics and systems theory Business mathematics and systems Maths for engineers Data warehousing Information retrieval Artificial intelligence Algorithms and data structures Business applications |
In the first part, this book analyzes the knowledge discovery process in order to understand the relations between knowledge discovery steps and focusing. The part devoted to the development of focusing solutions opens with an analysis of the state of the art, then introduces the relevant techniques, and finally culminates in implementing a unified approach as a generic sampling algorithm, which is then integrated into a commercial data mining system.
Focusing Solutions for Data Mining Lecture Notes in Artificial Intelligence features in the following genres: Databases, Cybernetics and systems theory, Business mathematics and systems, Maths for engineers, Data warehousing, Information retrieval, Artificial intelligence, Algorithms and data structures, Business applications
Paperback. Not Available.
Focusing Solutions for Data Mining Lecture Notes in Artificial Intelligence was written by Thomas Reinartz and published by Springer an imprint of Springer Berlin Heidelberg
Focusing Solutions for Data Mining Lecture Notes in Artificial Intelligence has 316 pages
Yes it is part of Lecture Notes in Computer Science series