Data Mining

Multimedia, Soft Computing, and Bioinformatics
1. Auflage 2003
ISBN: 978-0-471-46054-1
Verlag: Wiley

Buch, Englisch, 432 Seiten, Format (B × H): 155 mm x 247 mm, Gewicht: 771 g

- First title to ever present soft computing approaches and their application in data mining, along with the traditional hard-computing approaches
- Addresses the principles of multimedia data compression techniques (for image, video, text) and their role in data mining
- Discusses principles and classical algorithms on string matching and their role in data mining

Autoren/Hrsg.

Mitra, Sushmita

Acharya, Tinku

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Multimedia
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Bioinformatik
• Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik

Inhaltsverzeichnis

Preface.
1. Introduction to Data Mining.

2. Soft Computing.

3. Multimedia Data Compression.

4. String Matching.

5. Classification in Data Mining.

6. Clustering in Data Mining.

7. Association Rules.

8. Rule Mining with Soft Computing.

9. Multimedia Data Mining.

10. Bioinformatics: An Application.

Index.

About the Authors.

Über Autor(innen)

SUSHMITA MITRA, PHD, is a Professor at Machine Intelligence Unit, Indian Statistical Institute, in Calcutta. She is a coauthor of Neuro-Fuzzy Pattern Recognition: Methods in Soft Computing, also published by Wiley.
TINKU ACHARYA, PHD, Senior Executive vice president and Chief Science Officer of Avisere Inc., Tucson, Arizona, is involved in multimedia data mining applications. He is also an adjunct professor in the Department of Electrical Engineering at Arizona State University. He was recognized as the Most Prolific Inventor of Intel Corporation Worldwide in 1999.