no code implementations • 13 Jan 2023 • Nikolaus Umlauf, Johannes Seiler, Mattias Wetscher, Thorsten Simon, Stefan Lang, Nadja Klein
Recently, fitting probabilistic models have gained importance in many areas but estimation of such distributional models with very large data sets is a difficult task.
no code implementations • 8 Jan 2017 • Andrea Baraldi, Dirk Tiede, Stefan Lang
Collected outcome and process quality indicators, including degree of automation, computational efficiency, VQ rate and VQ error, are consistent with theoretical expectations.
no code implementations • 8 Jan 2017 • Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang
The present Part 2 Validation presents and discusses Stage 4 Val results collected from the test SIAM WELD map time series and the reference NLCD map by an original protocol for wall to wall thematic map quality assessment without sampling, where the test and reference map legends can differ in agreement with the Part 1.
no code implementations • 8 Jan 2017 • Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang
Conclusions are that the SIAM-WELD maps instantiate a Level 2 SCM product whose legend is the 4 class taxonomy of the FAO Land Cover Classification System at the Dichotomous Phase Level 1 vegetation/nonvegetation and Level 2 terrestrial/aquatic.