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Bandyopadhyay, Sanghamitra

Advanced Methods for Knowledge Discovery from Complex Data

Bandyopadhyay, Sanghamitra - Advanced Methods for Knowledge Discovery from Complex Data, ebook

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ISBN: 9781846282843
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Table of contents

Part I. Foundations

1. Knowledge Discovery and Data Mining
Sanghamitra Bandyopadhyay, Ujjwal Maulik

2. Automatic Discovery of Class Hierarchies via Output Space Decomposition
Joydeep Ghosh, Shailesh Kumar, Melba M. Crawford

3. Graph-based Mining of Complex Data
Diane J. Cook, Lawrence B. Holder, Jeff Coble, Joseph Potts

4. Predictive Graph Mining with Kernel Methods
Thomas Gärtner

5. TreeMiner: An Efficient Algorithm for Mining Embedded Ordered Frequent Trees
Mohammed J. Zaki

6. Sequence Data Mining
Sunita Sarawagi

7. Link-based Classification
Lise Getoor

Part II. Applications

8. Knowledge Discovery from Evolutionary Trees
Sen Zhang, Jason T. L. Wang

9. Ontology-Assisted Mining of RDF Documents
Tao Jiang, Ah-Hwee Tan

10. Image Retrieval using Visual Features and Relevance Feedback
Sanjoy Kumar Saha, Amit Kumar Das, Bhabatosh Chanda

11. Significant Feature Selection Using Computational Intelligent Techniques for Intrusion Detection
Srinivas Mukkamala, Andrew H. Sung

12. On-board Mining of Data Streams in Sensor Networks
Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady Zaslavsky

13. Discovering an Evolutionary Classifier over a High-speed Nonstatic Stream
Jiong Yang, Xifeng Yan, Jiawei Han, Wei Wang

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Keywords: COMPUTERS / Computer Science COM014000

Author(s)
 
 
 
Publisher
Springer
Publication year
2005
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781846282843

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