Geoscience Reference
In-Depth Information
UD data belongs to Cluster UC5, if
log . OpenSpaceMeshSize / 72:6255 and
log . SealedSurfaces / 48:3179
References
Alpaydin E (2008) Introduction to machine learning, 2nd edn. MIT, Cambridge
Aumayr ChM (2007) European region types in EU-25. Eur J Comp Econ 4(2):109-147
Bätzing W, Dickhörner Y (2001) Die Typisierungen der Alpengemeinden nach Entwicklungsver-
laufsklassen für den Zeitraum 1870-1990. Mitteilungen der Fränkischen Geographischen
Gesellschaft 48:273303
Behnisch M (2009) Urban data mining. KIT Scientific Publishing, Karlsruhe
Behnisch M, Ultsch A (2009) Urban data mining: spatiotemporal exploration of multidimensional
data. Build Res Inf. doi:10.1080/09613210903189343
Behnisch M, Hagemann U, Meinel G (2013) Analysergebnisse zum Gebäudebestand in Deutsch-
land auf der Grundlage von Geobasisdaten. In: Meinel G, Schumacher U, Behnisch M
(eds) Flächennutzungsmonitoring V Methodik Analyseergebnisse Flächenmanagement (IR
Schriftenreihe, Bd. 61) Rhombos, Berlin
Bilmes J (1998) A gentle tutorial on the EM algorithm and its application to parameter estimation
for Gaussian mixture and hidden Markov models. Technical report. Available via DIALOG.
http://crow.ee.washington.edu/people/bulyko/papers/em.pdf . Cited 25 Oct 2013
Blume L, Sack D (2010) Patterns of social capital in West German regions. Eur Urban Reg Stud.
doi:10.1177/0969776408090416
Breiman L (2001) Random forests. Mach Learn. doi:10.1023/A:1010933404324
Breiman L, Friedman J, Olshen RA, Stone CJ (1984) Classification and regression
trees.
Wadsworth, Belmont
Carlsson G, Mémoli F (2010) Characterization, stability and convergence of hierarchical clustering
methods. J Mach Learn Res 11:1425-1470
Cohen WW (1995) Fast effective rule induction. In: Prieditis A, Russel S (eds) Machine learning.
Proceedings of the twelfth international conference (ML 95), Lake Tahoe. Morgan Kaufmann,
San Francisco
Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the EM
algorithm. J R Stat Soc Ser B (Methodol) 39(1):1-38
Demsar U (2009) Data mining of geospatial data: combining visual and automatic methods. Royal
Institute of Technology (PhD thesis), Stockholm
Dosch F (2001)
Flächenverbrauch
in Deutschland
und Mitteleuropa. Struktur,
Trends
und
Steuerungsoptionen durch das Boden-Bündnis. Terra-Tech 6:19-23
European Environment Agency (2011) Landscape fragmentation in Europe. Joint EEA-FOEN
report, EEA report No. 2. European Environment Agency (EEA). Available via DIALOG.
http://www.eea.europa.eu/publications/landscape-fragmentation-in-europe . Cited 25 Oct 2013
European Environment Agency (2013) Technical note on HR imperviousness layer product
specification. European Environment Agency (EEA). Available via DIALOG. http://
www.gmes-geoland.info/fileadmin/geoland2/redakteur/pdf/Project_Documentation/Service_
Specification/TechnicalProductSpecification_HR_Imperviousness_Layer_I1-01.pdf . Cited 25
Oct 2013
European Spatial Planning Observation Network (ESPON) (2011) Climate change and territorial
effects on regions and local economies. Available via DIALOG. http://www.espon.eu/main/
Menu_Projects/Menu_AppliedResearch/climate.html . Cited 25 Oct 2013
Fayyad UM, Piatetsky-Shapiro G, Smyth P (1996) From data mining to knowledge discovery in
databases. doi: http://dx.doi.org/10.1609/aimag.v17i3.1230
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