Database Mining. Propositionalization For Knowledge Discovery In Relational Databases

Krogel, Mark-Andrt

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PRICE
FOR FREE
AUTHOR
Krogel, Mark-Andrt
DATE
2008
ISBN
9783639014198
LANGUAGE
ENGLISH
FILE FORMAT
12,41 MB
FORMAT
FB2 EPUB PDF

BOOK DESCRIPTION

Krogel, Mark-Andrt is the author of 'Database Mining. Propositionalization For Knowledge Discovery In Relational Databases', published 2008 under ISBN 9783639014198 and ISBN 3639014197.

...he approaches usually follow a two-step principle: transforming the relational data into a single, flat table and applying a propositional learning algorithm ... PDF Knowledge Discovery and Data Mining in Databases ... . Buy Database Mining: Propositionalization for Knowledge Discovery in Relational Databases by Mark-Andr?? Krogel (2008-05-08) by (ISBN: ) from Amazon's Book Store. Everyday low prices and free delivery on eligible orders. Data mining is the process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems. Data mining is an interdisciplinary subfield of computer science and statistics with an overall goal to extract information (with intelligent methods) from ... Relational Data Mining | Saso Dzeroski | Springer ... . Data mining is an interdisciplinary subfield of computer science and statistics with an overall goal to extract information (with intelligent methods) from a data set and transform the information into a comprehensible structure for ... Relational rule learning algorithms are typically designed to construct classification and prediction rules. However, relational rule learning can be adapted also to subgroup discovery. This paper ... Database Mining Propositionalization for Knowledge Discovery in Relational Databases. Mark-Andre Krogel. Database Mining Propositionalization for Knowledge Discovery in Relational Databases. Mark-Andre Krogel . Propositionalization is a process that leads from relational data and background knowledge to a single-table representation thereof, which serves as the input to widespread systems for ... As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic overview of the area. The first part introduces the reader to the basics and principles of classical knowledge discovery in databases and inductive Database Mining: Propositionalization for Knowledge Discovery in Relational Databases: 9783639014198: Computer Science Books @ Amazon.com What is Knowledge Discovery? Some people don't differentiate data mining from knowledge discovery while others view data mining as an essential step in the process of knowledge discovery. Here is the list of steps involved in the knowledge discovery process − Data Cleaning − In this step, the noise and inconsistent data is removed. It first outlines subgroup discovery and selected relational data mining approaches, with the emphasis on propositionalization and relational subgroup discovery, which prove to be effective for data analysis in biomedical ap...