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Mining Very Large Databases with Parallel Processing

Advances in Database Systems 9
Springer Verlag GmbH
ISBN/EAN: 9780792380481
Umbreit-Nr.: 1558225

Sprache: Englisch
Umfang: xiii, 208 S.
Format in cm:
Einband: gebundenes Buch

Erschienen am 30.11.1997
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  • Zusatztext
    • InhaltsangabePreface. Introduction. Part I: Knowledge Discovery and Data Mining. 1. Knowledge Discovery Tasks. 2. Knowledge Discovery Paradigms. 3. The Knowledge Discovery Process. 4. Data Mining. 5. Data Mining Tools. Part II: Parallel Database Systems. 6. Basic Concepts on Parallel Processing. 7. Data Parallelism, Control Parallelism and Related Issues. 8. Parallel Database Servers. Part III: Parallel Data Mining. 9. Approaches to Speed up Data Mining. 10. Parallel Data Mining Without DBMS Facilities. 11. Parallel Data Mining With Database Facilities. 12. Summary and Some Open Problems. References. Index.
  • Kurztext
    • Addressing the problem of large-scale data mining, this is an interdisciplinary text that describes advances in the integration of three computer-science areas: "intelligent" (machine learning-based) data-mining techniques, relational databases, and parallel processing.