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 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Perner, Petra (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
• Σειρά: Lecture Notes in Computer Science, 3275
• Θέματα: Computer science.; Database management.; Artificial intelligence.; Image processing.; Application software.; Computers and civilization.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computer Science, general.; Database Management.; Computers and Society.; Image Processing and Computer Vision.; Computer Appl. in Administrative Data Processing.

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 fr...

Πίνακας περιεχομένων:

• Case-Based Reasoning
• Neuro-symbolic System for Business Internal Control
• Applying Case Based Reasoning Approach in Analyzing Organizational Change Management Data
• Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations
• An IBR System to Quantify the Ocean’s Carbon Dioxide Budget
• A Beta-Cooperative CBR System for Constructing a Business Management Model
• Image Mining
• Braving the Semantic Gap: Mapping Visual Concepts from Images and Videos
• Mining Images to Find General Forms of Biological Objects
• Applications in Process Control and Insurance
• The Main Steps to Data Quality
• Cost-Sensitive Design of Claim Fraud Screens
• An Early Warning System for Vehicle Related Quality Data
• Clustering and Association Rules
• Shape-Invariant Cluster Validity Indices
• Mining Indirect Association Rules
• An Association Mining Method for Time Series and Its Application in the Stock Prices of TFT-LCD Industry
• Clustering of Web Sessions Using Levenshtein Metric
• Telecommunication
• A Data Mining Approach for Call Admission Control and Resource Reservation in Wireless Mobile Networks
• Mining of an Alarm Log to Improve the Discovery of Frequent Patterns
• Medicine and Biotechnology
• Feature Selection and Classification Model Construction on Type 2 Diabetic Patient’s Data
• Knowledge Based Phylogenetic Classification Mining.