Table of contents for Advances in data mining : applications in image mining, medicine and biotechnology, management and environmental control, and telecommunications : 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004 : revised selected papers / Petra Perner (ed.).


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Case-Based Reasoning
Neuro-symbolic System for Business Internal Control
Juan M. Corchado, M. Lourdes Borrajo, Maria A. Pellicer,
J. Carlos Yafiez         .......................................................  1
Applying Case Based Reasoning Approach in Analyzing Organization
Change Management Data
Orit Raphaeli, Jacob Zahavi, Ron Kenett..............................................  11
Improving the K-NN Classification with the Euclidean Distance Through
Linear Data Transformations
Leon Bobrowski, Magdalena Topczewska     ...........................................  23
An IBR System to Quantify the Ocean's Carbon Dioxide Budget
Juan M. Corchado, Emilio S. Corchado, Jim Aiken ......... .......................  33
A Beta-Cooperative CBR System for Constructing a Business
Management Model
Emilio S. Corchado, Juan M. Corchado, Lourdes Sdiz, Ana Lara ...............  42
Image Mining
Braving the Semantic Gap: Mapping Visual Concepts from Images and Videos
Da Deng         ...........   ..............................................  50
Mining Images to Find General Forms of Biological Objects
Petra Perner, Horst Perner, Angela Biihring, Silke Jdnichen ....................  60
Applications in Process Control and Insurance
The Main Steps to Data Quality
Joachim Schmid         .........................................................  69
Cost-Sensitive Design of Claim Fraud Screens
Stijn Viaene, Dirk Van Gheel, Mercedes Ayuso, Montserrat Guillin ...........  78
An Early Warning System for Vehicle Related Quality Data
Matthias Grabert, Markus Prechtel, Tomas Hrycej, Winfried GUinther ........ 88



Clustering and Association Rules
Shape-Invariant Cluster Validity Indices
Greet Frederix, Eric J. Pauwels.................................................  96
Mining Indirect Association Rules
Shinichi Hamano, Masako Sato ....................................................... 106
An Association Mining Method for Time Series and Its Application in the
Stock Prices of TFT-LCD Industry
Chiung-Fen Huang, Yen-Chu Chen, An-Pin Chen     ................................. 117
Clustering of Web Sessions Using Levenstein Metric
Andrei Scherbina, Sergey Kuznetsov    ..................................... 127
Telecommunication
A Data Mining Approach for Call Admission Control and Resource
Reservation in Wireless Mobile Networks
SherifRashad, Mehmed Kantardzic, Anup Kumar ..................................  134
Mining of an Alarm Log to Improve the Discovery of Frequent Patterns
Franfoise Fessant, Fabrice Clerot, Christophe Dousson .........................  144
Medicine and Biotechnology
Feature Selection and Classification Model Construction on Type 2
Diabetic Patient's Data
Yue Huang, Paul McCullagh, Norman Black, Roy Harper  .......................  153
Knowledge Based Phylogenetic Classification Mining
Isabelle Bichindaritz, Stephen Potter, Societe Franfaise de Systematique....  163
Author Index            ......................................................  173





Library of Congress Subject Headings for this publication: Data mining Congresses