An Introduction to Spatial Data Science with GeoDa
988 kr.
988 kr.
Tors., 30 jan. - ons., 5 feb.
Sikker betaling
14 dages åbent køb
Sælges og leveres af
Adlibris
Produktbeskrivelse
This book is the second in a two-volume series that introduces the field of spatial data science. It moves beyond pure data exploration to the organization of observations into meaningful groups, i.e., spatial clustering. This constitutes an important component of so-called unsupervised learning, a major aspect of modern machine learning.
The distinctive aspects of the book are both to explore ways to spatialize classic clustering methods through linked maps and graphs, as well as the explicit introduction of spatial contiguity constraints into clustering algorithms. Leveraging a large number of real-world empirical illustrations, readers will gain an understanding of the main concepts and techniques and their relative advantages and disadvantages. The book also constitutes the definitive user’s guide for these methods as implemented in the GeoDa open source software for spatial analysis.
It is organized into three major parts, dealing with dimension reduction (principal components, multidimensional scaling, stochastic network embedding), classic clustering methods (hierarchical clustering, k-means, k-medians, k-medoids and spectral clustering), and spatially constrained clustering methods (both hierarchical and partitioning). It closes with an assessment of spatial and non-spatial cluster properties.
The book is intended for readers interested in going beyond simple mapping of geographical data to gain insight into interesting patterns as expressed in spatial clusters of observations. Familiarity with the material in Volume 1 is assumed, especially the analysis of local spatial autocorrelation and the full range of visualization methods.
Varenr.
dbe05e2f-a5c6-4a12-a502-0bfc6c680fb2
An Introduction to Spatial Data Science with GeoDa
988 kr.
988 kr.
Tors., 30 jan. - ons., 5 feb.
Sikker betaling
14 dages åbent køb
Sælges og leveres af
Adlibris
Lignende topsælgere
Bright Beauty Vanity Namira - make up spejl med belysning - hollywood spejl - schminke spejl med lys - hvid - dæmpbar med tre lystilstande
599 kr.
Bright Beauty Vanity Namira - make up spejl med belysning - hollywood spejl - schminke spejl med lys - hvid - dæmpbar med tre lystilstande
659 kr.
Saphe One+ hastigheds- og trafikalarm
468 kr.
FENCHILIIN Hollywood Makeup Spejl Med Lys dæmpbar med tre lystilstande Bordplade vægbeslag hvid 58 x 46cm
695 kr.
Timer til Klasselokalet - 60 minutter
169 kr.
FENCHILIIN Stor Hollywood Makeup Spejl med lys USB bordplade vægbeslag hvid 80 x 58 cm
1.090 kr.
Squid Game 2 Gonggi & Case Korean
89 kr.
2-i-1 foldeløbebånd, elektrisk løbebånd under skrivebordet, jogging til hjemmekontoret Sort
1.549 kr.
20-pak G4 halogenlamper 10W 12V - Varm hvid
102 kr.
Bright Beauty Vanity Namira - make up spejl med belysning - hollywood spejl - schminke spejl med lys - hvid - dæmpbar med tre lystilstande - roterbar
549 kr.
Anbefalede produkter
Sammenfoldelig justerbar vægtbænk, 660 LB kapacitet - Kompakt og sammenfoldelig vægtbænk til hjemmegymnastik, fuld kropstræning B
549 kr.
Ørepuder til Bose QuietComfort - QC35/QC25/QC15/AE2 Hovedtelefoner Svart
69 kr.
40" Foldbar Fitness Trampolin
549 kr.
Magnetic Tiles Kuglebane 88 dele
329 kr.
Tidligere laveste pris:
480 kr.
20-pak G4 halogenlamper 20W 12V - Varm hvid
99 kr.
Bright Beauty Vanity Namira - make up spejl med belysning - hollywood spejl - schminke spejl med lys - hvid - dæmpbar med tre lystilstande
599 kr.
Sony PlayStation DualSense - White (PS5)
499 kr.
RCA AV till HDMI Converter / Adapter 1080P Universal White
79 kr.
Tidligere laveste pris:
99 kr.
INF Kraftig negleklipper til tykke tånegle
79 kr.
Tidligere laveste pris:
91 kr.
Flyseng / oppustelig fodstøtte / fodpude - 3 højdepositioner
179 kr.