An Introduction to Spatial Data Science with GeoDa
1 199 kr
1 199 kr
To., 23 jan. - on., 29 jan.
Sikker betaling
14 dagers åpent kjøp
Selges og leveres av
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.
Artikkel nr.
dbe05e2f-a5c6-4a12-a502-0bfc6c680fb2
An Introduction to Spatial Data Science with GeoDa
1 199 kr
1 199 kr
To., 23 jan. - on., 29 jan.
Sikker betaling
14 dagers åpent kjøp
Selges og leveres av
Adlibris
Lignende toppselgere
Øreputer for Bose QuietComfort - QC35/QC25/QC15/AE2 Hodetelefoner Svart
99 kr
Squid Game 2 Gonggi & Case Korean
129 kr
Universallader for Garmin klokker
90 kr
Galaxy Lamp - Nebula Star -projektoren med fjernkontroll
499 kr
Tidligere laveste pris:
909 kr
Spill Kluster (SE/FI/NO/DK)
321 kr
Titan Silikon Til Tredemølle 100ml
149 kr
Tidligere laveste pris:
349 kr
Dobbeltsidige tusjer/penner - 168 stk. MAALEO 24101
399 kr
INF Sklisikker beskyttelse / brodder for sko med 18 stålpigger (L)
259 kr
Tidligere laveste pris:
291 kr
6x60ml = 360ml - Kirkland Extra Strength 5% Men Hair Regrowth 60ml Hair Loss
1 290 kr
2-Pak - PS4 Kontroll DoubleShock for Playstation 4 - Trådløs
549 kr
Anbefalinger til dig
2-Pak - iPhone Lader Adapter+Kabel 20W USB-C Hurtiglader
199 kr
PlayStation 5 Slim Digital Edition (PS5)
5 789 kr
Elektrisk babyneglefil - fra nyfødt til småbarn
199 kr
Sett med skjærebrett i bambus i metallstativ med unik design
409 kr
Tidligere laveste pris:
439 kr
INF Hudormfjerner i rustfritt stål 3 deler Sølv
106 kr
INF Ankelstropp for styrketrening med kabelmaskiner 2 Pack
147 kr
Tidligere laveste pris:
149 kr
NÖRDIC 192kHz DAC Digital til Analog Converter SPDIF Toslink til Analog Stereo RCA L/R
350 kr
INF Stylus Pen kompatibel med iPad 2018-2023-serien HvitiPad
196 kr
Tidligere laveste pris:
268 kr
INF Sett for bartending med dobbel shaker 750ml i rustfritt stål, 10 redskaper
272 kr
Tidligere laveste pris:
397 kr
INF Tilbehør til Roborock S5/S6 modeller 7 deler
219 kr