Knowledge Discovery in Inductive Databases (vol. # 3377)
Publication year: 2005
ISBN: 978-3-540-31841-5
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This book constitutes the thoroughly refereed joint postproceedings of the Third International Workshop on Knowledge Discovery in Inductive Databases, KDID 2004, held in Pisa, Italy in September 2004 in association with ECML/PKDD. Inductive Databases support data mining and the knowledge discovery process in a natural way. In addition to usual data, an inductive database also contains inductive generalizations, like patterns and models extracted from the data. This book presents nine revised full papers selected from 23 submissions during two rounds of reviewing and improvement together with one invited paper. Various current topics in knowledge discovery and data mining in the framework of inductive databases are addressed.
Subject: Computer Science, Pattern Mining, algorithms, association rules, data integration, data mining, data models, data patterns, formal concept mining, inductive databases, inductive generalizations, knowledge discovery, pattern discovery, relational databases
