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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.).

By: Contributor(s): Material type: TextTextSeries: Lecture notes in computer science ; 3275. | Lecture notes in computer science. Lecture notes in artificial intelligence.Publication details: Berlin ; New York : Springer, ©2005.Description: 1 online resource (viii, 172 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783540301851
  • 3540301852
  • 3540240543
  • 9783540240549
Other title:
  • 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004 : revised selected papers
  • ICDM 2004
Subject(s): Genre/Form: Additional physical formats: Print version:: Advances in data mining.DDC classification:
  • 006.3/12 22
LOC classification:
  • QA76.9.D343 I52 2004
Online resources:
Contents:
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.
Summary: Annotation This book constitutes the thoroughly refereed post-proceedings of the 4th Industrial Conference on Data Mining, ICDM 2004, held on Leipzig, Germany on July 2004. The conference was focused on advanced data mining applications in image mining, medicine and bioinformatics, management and environmental control, and telecommunications. The 18 revised full papers presented were carefully selected during two rounds of reviewing and improvement. The papers are organized in topical sections on case-based reasoning, image mining, applications in process control and insurance, clustering and association rules, telecomunications, and medicine and biotechnology.
Holdings
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eBook eBook e-Library eBook LNCS Available
Total holds: 0

Includes bibliographical references and index.

Annotation This book constitutes the thoroughly refereed post-proceedings of the 4th Industrial Conference on Data Mining, ICDM 2004, held on Leipzig, Germany on July 2004. The conference was focused on advanced data mining applications in image mining, medicine and bioinformatics, management and environmental control, and telecommunications. The 18 revised full papers presented were carefully selected during two rounds of reviewing and improvement. The papers are organized in topical sections on case-based reasoning, image mining, applications in process control and insurance, clustering and association rules, telecomunications, and medicine and biotechnology.

Print version record.

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.

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