LEADER 03573nam 2200565 a 450 001 9910840824403321 005 20170815112531.0 010 $a1-281-31804-3 010 $a9786611318048 010 $a0-470-02169-1 010 $a0-470-02168-3 035 $a(CKB)1000000000410745 035 $a(EBL)351428 035 $a(OCoLC)307478878 035 $a(SSID)ssj0000243827 035 $a(PQKBManifestationID)11191214 035 $a(PQKBTitleCode)TC0000243827 035 $a(PQKBWorkID)10164917 035 $a(PQKB)11639775 035 $a(MiAaPQ)EBC351428 035 $a(PPN)152548394 035 $a(EXLCZ)991000000000410745 100 $a20070925d2008 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 00$aSelf-organising maps$b[electronic resource] $eapplications in geographic information science /$feditors, Pragya Agarwal, Andre? Skupin 210 $aChichester, England ;$aHoboken, NJ $cWiley$dc2008 215 $a1 online resource (230 p.) 300 $aDescription based upon print version of record. 311 $a0-470-02167-5 320 $aIncludes bibliographical references and index. 327 $tApplications of different self-organizing map variants to geographical information science problems /$rFernando Bac?a?o, Victor Lobo, Marco Painho --$gAn$tintegrated exploratory geovisualization environment based on self-organizing map /$rEtien L. Koua, Menno-lan Kraak --$tVisual exploration of spatial interaction data with self-organizing maps /$rJun Yan, Jean-Claude Thill --$tDetecting geographic associations in English dialect features in North America within a visual data mining environment integrating self-organizing maps /$rJean-Claude Thill ... [et al.] --$tSelf-organizing maps for density-preserving reduction of objects in cartographic generalization /$rMonika Sester --$tVisualizing human movement in attribute space /$rAndre? Skupin --$tClimate analysis, modelling, and regional downscaling using self-organizing maps /$rBruce C. Hewitson --$tPrototyping broad-scale climate and ecosystem classes by means of self-organising maps /$rJu?rgen P. Kropp, Hans Joachim Schellnhuber --$tSelf-organising map principles applied towards automating road extraction from remotely sensed imagery /$rPete Doucette, Peggy Agouris, Anthony Stefanidis --$gEpilogue:$tIntelligent systems for GIScience: Where next? A GIScience perspective /$rMichael Goodchild. 330 $aSelf-Organising Maps: Applications in GI Science brings together the latest geographical research where extensive use has been made of the SOM algorithm, and provides readers with a snapshot of these tools that can then be adapted and used in new research projects. The book begins with an overview of the SOM technique and the most commonly used (and freely available) software; it is then sectioned to look at the different uses of the technique, namely clustering, data mining and cartography, from a range of application-areas in the biophysical and socio-economic environments.Onl 606 $aGeographic information systems$xMathematical models 606 $aSelf-organizing maps 615 0$aGeographic information systems$xMathematical models. 615 0$aSelf-organizing maps. 676 $a910.285 701 $aAgarwal$b Pragya$01730396 701 $aSkupin$b Andre?$01730397 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910840824403321 996 $aSelf-organising maps$94141551 997 $aUNINA