UID:
almafu_9959328953302883
Format:
1 online resource (viii, 205 pages, 15 unnumbered pages of plates) :
,
illustrations (some color), maps
ISBN:
0470021683
,
9780470021682
,
9780470021699
,
0470021691
,
1281318043
,
9781281318046
,
9786611318048
,
6611318046
Content:
Self-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.:.; Only book that.
Note:
Applications of different self-organizing map variants to geographical information science problems /
,
An integrated exploratory geovisualization environment based on self-organizing map /
,
Visual exploration of spatial interaction data with self-organizing maps /
,
Detecting geographic associations in English dialect features in North America within a visual data mining environment integrating self-organizing maps /
,
Self-organizing maps for density-preserving reduction of objects in cartographic generalization /
,
Visualizing human movement in attribute space /
,
Climate analysis, modelling, and regional downscaling using self-organizing maps /
,
Prototyping broad-scale climate and ecosystem classes by means of self-organising maps /
,
Self-organising map principles applied towards automating road extraction from remotely sensed imagery /
,
Intelligent systems for GIScience: Where next? A GIScience perspective /
Additional Edition:
Print version: Self-organising maps. Chichester, England ; Hoboken, NJ : Wiley, ©2008 ISBN 9780470021675
Additional Edition:
ISBN 0470021675
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470021699
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470021699
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470021699
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470021699
