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Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields.

L. Foresti, D. Tuia, A. Pozdnoukhov, и M. Kanevski. ICANN (2), том 5769 из Lecture Notes in Computer Science, стр. 933-943. Springer, (2009)

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Alexei Gratchev

Alexei Strelchenko

Alexei Savtchkov

Alexei Dörre

Alexei Agafonov

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When a city tells a story: urban topic analysis.F. Kling, и A. Pozdnoukhov. SIGSPATIAL/GIS, стр. 482-485. ACM, (2012)Very-High Resolution Image Classification using Morphological Operators and SVM.D. Tuia, F. Pacifici, A. Pozdnoukhov, C. Kaiser, D. Solimini, и W. Emery. IGARSS (4), стр. 220-223. IEEE, (2008)GeoKernels: modeling of spatial data on geomanifolds.A. Pozdnoukhov, и M. Kanevski. ESANN, стр. 277-282. (2008)Time of arrival predictability horizons for public bus routes.C. Coffey, A. Pozdnoukhov, и F. Calabrese. CTS@GIS, стр. 1-5. ACM, (2011)Spatial extensions to kernel methods.A. Pozdnoukhov. GIS, стр. 498-501. ACM, (2010)City-scale traffic simulation from digital footprints.G. McArdle, A. Lawlor, E. Furey, и A. Pozdnoukhov. UrbComp@KDD, стр. 47-54. ACM, (2012)Graph-based transformation manifolds for invariant pattern recognition with kernel methods.A. Pozdnoukhov, и S. Bengio. ICPR (3), стр. 1228-1231. IEEE Computer Society, (2006)Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling.D. Tuia, F. Ratle, F. Pacifici, A. Pozdnoukhov, M. Kanevski, F. Frate, D. Solimini, и W. Emery. IGARSS (4), стр. 73-76. IEEE, (2008)Exploratory novelty identification in human activity data streams.A. Pozdnoukhov, и F. Walsh. GIS-IWGS, стр. 59-62. ACM, (2010)Area-to-point kernel regression on streaming data.A. Pozdnoukhov, и C. Kaiser. GIS-IWGS, стр. 33-36. ACM, (2011)

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