Knowledge Discovery in Multiple Databases

Shichao Zhang

ISBN 10: 1447110501 / ISBN 13: 9781447110507

Verlag: Springer London, Springer London Okt 2012, 2012

Beschreibung

This item is printed on demand - Print on Demand Titel. Neuware -Many organizations have an urgent need of mining their multiple databases inherently distributed in branches (distributed data). In particular, as the Web is rapidly becoming an information flood, individuals and organizations can take into account low-cost information and knowledge on the Internet when making decisions. How to efficiently identify quality knowledge from different data sources has become a significant challenge. This challenge has attracted a great many researchers including the au thors who have developed a local pattern analysis, a new strategy for dis covering some kinds of potentially useful patterns that cannot be mined in traditional multi-database mining techniques. Local pattern analysis deliv ers high-performance pattern discovery from multiple databases. There has been considerable progress made on multi-database mining in such areas as hierarchical meta-learning, collective mining, database classification, and pe culiarity discovery. While these techniques continue to be future topics of interest concerning multi-database mining, this book focuses on these inter esting issues under the framework of local pattern analysis. The book is intended for researchers and students in data mining, dis tributed data analysis, machine learning, and anyone else who is interested in multi-database mining. It is also appropriate for use as a text supplement for broader courses that might also involve knowledge discovery in databases and data mining.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 248 pp. Englisch.

Bestandsnummer des Verkäufers 9781447110507

Bibliografische Details

• Titel: Knowledge Discovery in Multiple Databases
• Verlag: Springer London, Springer London Okt 2012
• Erscheinungsjahr: 2012
• Sprache: Englisch
• ISBN-10: 1447110501
• ISBN-13: 9781447110507
• Einband: Taschenbuch
• Zustand: Neu
• Abmessungen: 235B x 155 H x 14 T Millimeter Breite: 235 mm, Höhe: 155 mm, Tiefe: 14 mm
• Gewicht: 382 Gramm

Über diesen Titel

Inhaltsangabe

A state of the art research monograph that develops the specific and increasingly important area of multiple database mining.

Über die Autorin bzw. den Autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.