MARC Record from marc_columbia

LEADER: 03063mam a2200409 a 4500
001 2632056
005 20221012211042.0
008 991207t20002000maua b 001 0 eng
010 $a 99089334
015 $aGBA0-25231
020 $a079237746X (alk. paper)
035 $a(OCoLC)ocm43031203
035 $9AQX6899CU
035 $a2632056
040 $aDLC$cDLC$dC#P$dUKM$dOHX$dOrLoB-B
050 00 $aQA76.9.D343$bW66 2000
072 7 $aQA$2lcco
082 00 $a006.3$221
100 1 $aWong, Man Leung,$d1966-$0http://id.loc.gov/authorities/names/n99837317
245 10 $aData mining using grammar based genetic programming and applications /$cby Man Leung Wong, Kwong Sak Leung.
260 $aBoston :$bKluwer Academic,$c[2000], ©2000.
300 $axiv, 213 pages :$billustrations ;$c25 cm.
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
490 1 $aGenetic programming series ;$vGPEM3
504 $aIncludes bibliographical references (p. [199]-210) and index.
505 00 $gCh. 1.$tIntroduction --$gCh. 2.$tAn Overview of Data Mining --$gCh. 3.$tAn Overview on Evolutionary Algorithms --$gCh. 4.$tInductive Logic Programming --$gCh. 5.$tThe Logic Grammars Based Genetic Programming System (Logenpro) --$gCh. 6.$tData Mining Applications Using Logenpro --$gCh. 7.$tApplying Logenpro for Rule Learning --$gCh. 8.$tMedical Data Mining --$gCh. 9.$tConclusion and Future Work --$gApp. A.$tThe Rule Sets Discovered --$gApp. B.$tThe Grammar Used for the Fracture and Scoliosis Databases.
520 1 $a"Data mining involves the non-trivial extraction of implicit, previously unknown, and potentially useful information from databases. Genetic Programming (GP) and Inductive Logic Programming (ILP) are two of the approaches for data mining. The book first sets the necessary background for the readers, which includes an overview of data mining, evolutionary algorithms and inductive logic programming.
520 8 $aIt then describes a framework, called GGP (Generic Genetic Programming), that integrates GP and ILP based on a formalism of logic grammars. The formalism is powerful enough to represent context-sensitive information and domain-dependent knowledge. This knowledge can be used to accelerate the learning speed and/or improve the quality of the knowledge induced.".
520 8 $a"Data Mining Using Grammar Based Genetic Programming and Applications is appropriate for researchers, practitioners and clinicians interested in genetic programming, data mining, and the extraction of data from databases."--BOOK JACKET.
650 0 $aData mining.$0http://id.loc.gov/authorities/subjects/sh97002073
650 0 $aGenetic programming (Computer science)$0http://id.loc.gov/authorities/subjects/sh96010308
650 4 $aData mining.
650 4 $aGenetic programming (Computer science)
700 1 $aLeung, Kwong Sak,$d1955-$0http://id.loc.gov/authorities/names/n99837297
830 0 $aGenetic programming series ;$vGPEM 03.$0http://id.loc.gov/authorities/names/n99256492
852 00 $boff,eng$hQA76.9.D343$iW66 2000