Processing and Managing Complex Data for Decision Support

by Darmont, Jerome

• ISBN13: 9781591406556
• ISBN10: 1591406552
• Format: Hardcover
• Copyright: 2006-07-08
• Publisher: Idea Group Pub

Summary

In many decision support fields the data that is exploited tends to be more and more complex. To take this phenomenon into account, classical architectures of data warehouses or data mining algorithms must be completely re-evaluated.

Table of Contents

Foreword	vi
Preface	viii
Section I: Complex Data Warehousing
Spatial Data Warehouse Modelling	1	(27)
Maria Luisa Damiani
Stefano Spaccapietra
Goal-Oriented Requirement Engineering for XML Document Warehouses	28	(35)
Vicky Nassis
Tharam S. Dillon
Wenny Rahayu
R. Rajugan
Building an Active Content Warehouse	63	(33)
Serge Abiteboul
Benjamin Nguyen
Gabriela Ruberg
Text Warehousing: Present and Future	96	(26)
Antonio Badia
Morphology, Processing, and Integrating of Information from Large Source Code Warehouses for Decision Support	122	(31)
Jorg Rech
Managing Metadata in Decision Environments	153	(32)
G. Shankaranarayanan
Adir Even
DWFIST: The Data Warehouse of Frequent Itemsets Tactics Approach	185	(31)
Rodrigo Salvador Monteiro
Geraldo Zimbrao
Holger Schwarz
Bernhard Mitschang
Jano Moreira de Souza
Section II: Complex Data Mining
On the Usage of Structural Distance Metrics for Mining Hierarchical Structures	216	(31)
Theodore Dalamagas
Tao Cheng
Timos Sellis
Structural Similarity Measures in Sources of XML Documents	247	(33)
Giovanna Guerrini
Marco Mesiti
Elisa Bertino
Pattern Management: Practice and Challenges	280	(38)
Barbara Catania
Anna Maddalena
VRMiner: A Tool for Multimedia Database Mining With Virtual Reality	318	(22)
H. Azzag
F. Picarougne
C. Guinot
G. Venturini
Mining in Music Databases	340	(35)
Ioannis Karydis
Alexandros Nanopoulos
Yannis Manolopoulos
Data Mining in Gene Expression Analysis: A Survey	375	(44)
Jilin Han
Le Gruenwald
Tyrrell Conway
About the Authors	419	(11)
Index	430