Active Mining (eBook, PDF)

Second International Workshop, AM 2003, Maebashi, Japan, October 28, 2003, Revised Selected Papers
Redaktion: Tsumoto, Shusaku; Motoda, Hiroshi; Numao, Masayuki; Yamaguchi, Takahira

• Format: PDF

Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 348
• Erscheinungstermin: 24. Mai 2005
• Englisch
• ISBN-13: 9783540319337
• Artikelnr.: 44130734

Autorenporträt

Shusaku Tsumoto, Shimane University, Japan / Takahira Yamaguchi, Keio University, Kanagawa, Japan / Masayuki Numao, Osaka University, Japan / Hiroshi Motoda, Osaka University, Japan

Inhaltsangabe

Overview.- Active Mining Project: Overview.- Tutorial Papers.- Computational and Statistical Methods in Bioinformatics.- Indexing and Mining Audiovisual Data.- Active Information Collection.- Relevance Feedback Document Retrieval Using Support Vector Machines.- Micro View and Macro View Approaches to Discovered Rule Filtering.- Mining Chemical Compound Structure Data Using Inductive Logic Programming.- First-Order Rule Mining by Using Graphs Created from Temporal Medical Data.- Active Data Mining.- Extracting Diagnostic Knowledge from Hepatitis Dataset by Decision Tree Graph-Based Induction.- Data Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHI.- Investigation of Rule Interestingness in Medical Data Mining.- Experimental Evaluation of Time-Series Decision Tree.- Spiral Multi-aspect Hepatitis Data Mining.- Sentence Role Identification in Medline Abstracts: Training Classifier with Structured Abstracts.- CHASE 2 - Rule Based Chase Algorithm for Information Systems of Type ?.- Active User Reaction.- Empirical Comparison of Clustering Methods for Long Time-Series Databases.- Spiral Mining Using Attributes from 3D Molecular Structures.- Classification of Pharmacological Activity of Drugs Using Support Vector Machine.- Cooperative Scenario Mining from Blood Test Data of Hepatitis B and C.- Integrated Mining for Cancer Incidence Factors from Healthcare Data.