ICDM 2004: Leipzig, Germany

Petra Perner (Ed.): 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. Lecture Notes in Computer Science 3275 Springer 2004, ISBN 3-540-24054-3

Case-Based Reasoning

Juan M. Corchado, María Lourdes Borrajo Diz, María A. Pellicer, J. Carlos Yáñez:
Neuro-symbolic System for Business Internal Control. 1-10
Orit Raphaeli, Jacob Zahavi, Ron Kenett:
Applying Case Based Reasoning Approach in Analyzing Organization Change Management Data. 11-22
Leon Bobrowski, Magdalena Topczewska:
Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations. 23-32
Juan M. Corchado, Emilio Corchado, Jim Aiken:
An IBR System to Quantify the Ocean's Carbon Dioxide Budget. 33-41
Emilio Corchado, Juan M. Corchado, Lourdes Sáiz Bárcena, Ana María Lara Palma:
A Beta-Cooperative CBR System for Constructing a Business Management Model. 42-49

Image Mining

Da Deng:
Braving the Semantic Gap: Mapping Visual Concepts from Images and Videos. 50-59
Petra Perner, Horst Perner, Angela Bühring, Silke Jänichen:
Mining Images to Find General Forms of Biological Objects. 60-68

Applications in Process Control and Insurance

Joachim Schmid:
The Main Steps to Data Quality. 69-77
Stijn Viaene, Dirk Van Gheel, Mercedes Ayuso, Montserrat Guillen:
Cost-Sensitive Design of Claim Fraud Screens. 78-87
Matthias Grabert, Markus Prechtel, Tomas Hrycej, Winfried Günther:
An Early Warning System for Vehicle Related Quality Data. 88-95

Clustering and Association Rules

Greet Frederix, Eric J. Pauwels:
Shape-Invariant Cluster Validity Indices. 96-105
Shinichi Hamano, Masako Sato:
Mining Indirect Association Rules. 106-116
Chiung-Fen Huang, Yen-Chu Chen, An-Pin Chen:
An Association Mining Method for Time Series and Its Application in the Stock Prices of TFT-LCD Industry. 117-126
Andrei Scherbina, Sergey Kuznetsov:
Clustering of Web Sessions Using Levenstein Metric. 127-133

Telecommunication

Sherif Rashad, Mehmed M. Kantardzic, Anup Kumar:
A Data Mining Approach for Call Admission Control and Resource Reservation in Wireless Mobile Networks. 134-143
Françoise Fessant, Fabrice Clérot, Christophe Dousson:
Mining of an Alarm Log to Improve the Discovery of Frequent Patterns. 144-152

Medicine and Biotechnology

Yue Huang, Paul J. McCullagh, Norman D. Black, Roy Harper:
Feature Selection and Classification Model Construction on Type 2 Diabetic Patient's Data. 153-162
Isabelle Bichindaritz, Stephen Potter:
Knowledge Based Phylogenetic Classification Mining. 163-172