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

✍ Scribed by Juan M. Corchado, M. Lourdes Borrajo, María A. Pellicer, J. Carlos Yáñez (auth.), Petra Perner (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2005
• Tongue: English
• Leaves: 183
• Series: Lecture Notes in Computer Science 3275 : Lecture Notes in Artificial Intelligence
• Edition: 1
• Category: Library

✦ Synopsis

The Industrial Conference on Data Mining ICDM-Leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. The mission of the conference is to bring together researchers and people from industry in order to discuss together new trends and applications in data mining. This year a broad spectrum of work of different applications was presented ranging from image mining, medicine and biotechnology, management and environmental control, to telecommunications. Besides that an industrial exhibition showed the successful application of data mining methods by industries in different areas such as medical devices, mass data management systems, data mining tools, etc. During the discussion many projects were inspired leading to new and joint work. The fruitful discussions, the exchange of ideas and the spirit of the conference made it a remarkable event for both sides, industry and research. We would like to express our appreciation to the reviewers for their precise and highly professional work. We appreciate the help and understanding of the editorial staff at Springer and in particular Alfred Hofmann, who supported the publication of these proceedings in the LNAI series. Last, but not least, we wish to thank all speakers, participants and industrial exhibitors who contributed to the success of the conference. We are looking forward to welcoming you to ICDM 2005 (www.data-mini- forum.de) and to the new work you will present there.

✦ Table of Contents

Front Matter....Pages -
Neuro-symbolic System for Business Internal Control....Pages 1-10
Applying Case Based Reasoning Approach in Analyzing Organizational Change Management Data....Pages 11-22
Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations....Pages 23-32
An IBR System to Quantify the Ocean’s Carbon Dioxide Budget....Pages 33-41
A Beta-Cooperative CBR System for Constructing a Business Management Model....Pages 42-49
Braving the Semantic Gap: Mapping Visual Concepts from Images and Videos....Pages 50-59
Mining Images to Find General Forms of Biological Objects....Pages 60-68
The Main Steps to Data Quality....Pages 69-77
Cost-Sensitive Design of Claim Fraud Screens....Pages 78-87
An Early Warning System for Vehicle Related Quality Data....Pages 88-95
Shape-Invariant Cluster Validity Indices....Pages 96-105
Mining Indirect Association Rules....Pages 106-116
An Association Mining Method for Time Series and Its Application in the Stock Prices of TFT-LCD Industry....Pages 117-126
Clustering of Web Sessions Using Levenshtein Metric....Pages 127-133
A Data Mining Approach for Call Admission Control and Resource Reservation in Wireless Mobile Networks....Pages 134-143
Mining of an Alarm Log to Improve the Discovery of Frequent Patterns....Pages 144-152
Feature Selection and Classification Model Construction on Type 2 Diabetic Patient’s Data....Pages 153-162
Knowledge Based Phylogenetic Classification Mining....Pages 163-172
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Database Management; Computers and Society; Image Processing and Computer Vision; Computer Appl. in Administrative Data Processing; Health Informatics