Relational knowledge discovery (Record no. 34289)

000 -LEADER
fixed length control field 01558cam a2200181 a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780521190213 (hardback)
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number MUL/R
100 1# - MAIN ENTRY--AUTHOR NAME
Personal name Müller, M. E.
245 10 - TITLE STATEMENT
Title Relational knowledge discovery
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Cambridge ;
-- New York :
Name of publisher Cambridge University Press,
Year of publication 2012.
300 ## - PHYSICAL DESCRIPTION
Number of Pages vi, 271 p. :
Other physical details ill. ;
490 0# - SERIES STATEMENT
Series statement Lecture notes on machine learning
520 ## - SUMMARY, ETC.
Summary, etc "What is knowledge and how is it represented? This book focuses on the idea of formalising knowledge as relations, interpreting knowledge represented in databases or logic programs as relational data and discovering new knowledge by identifying hidden and defining new relations. After a brief introduction to representational issues, the author develops a relational language for abstract machine learning problems. He then uses this language to discuss traditional methods such as clustering and decision tree induction, before moving onto two previously underestimated topics that are just coming to the fore: rough set data analysis and inductive logic programming. Its clear and precise presentation is ideal for undergraduate computer science students. The book will also interest those who study artificial intelligence or machine learning at the graduate level. Exercises are provided and each concept is introduced using the same example domain, making it easier to compare the individual properties of different approaches"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Computational learning theory.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Relational databases.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type BK
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
Withdrawn status
Lost status
Damaged status
Holdings
Collection code Home library Current library Shelving location Date acquired Cost, normal purchase price Full call number Accession Number Koha item type
Stack Kannur University Central Library Kannur University Central Library Stack 17/08/2015 60.00 006.31 MUL/R 31346 BK

Powered by Koha