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Alexei Pozdnoukhov
2010 – today
- 2012
[j3]Loris Foresti, Mikhail F. Kanevski, Alexei Pozdnoukhov: Kernel-Based Mapping of Orographic Rainfall Enhancement in the Swiss Alps as Detected by Weather Radar. IEEE T. Geoscience and Remote Sensing 50(8): 2954-2967 (2012)- [c18]Felix Kling, Alexei Pozdnoukhov: When a city tells a story: urban topic analysis. SIGSPATIAL/GIS 2012: 482-485
- 2011
- [c17]Alexei Pozdnoukhov, Christian Kaiser: Space-time dynamics of topics in streaming text. GIS-LBSN 2011: 1-8
- [c16]Alexei Pozdnoukhov, Christian Kaiser: Area-to-point kernel regression on streaming data. GIS-IWGS 2011: 33-36
- [c15]Alexei Pozdnoukhov, Christian Kaiser: Scalable local regression for spatial analytics. GIS 2011: 361-364
- 2010
- [c14]Alexei Pozdnoukhov, Fergal Walsh: Exploratory novelty identification in human activity data streams. GIS-IWGS 2010: 59-62
- [c13]
- [c12]Christian Kaiser, Fergal Walsh, Carson J. Q. Farmer, Alexei Pozdnoukhov: User-Centric Time-Distance Representation of Road Networks. GIScience 2010: 85-99
2000 – 2009
- 2009
- [c11]S. B. Bai, J. Wang, Alexei Pozdnoukhov, Mikhail F. Kanevski: Validation of Logistic Regression Models for Landslide Susceptibility Maps. CSIE (2) 2009: 355-358
- [c10]Alexei Pozdnoukhov: Dynamic network data exploration through semi-supervised functional embedding. GIS 2009: 372-379
- [c9]Loris Foresti, Devis Tuia, Alexei Pozdnoukhov, Mikhail F. Kanevski: Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields. ICANN (2) 2009: 933-943
- 2008
- [c8]Alexei Pozdnoukhov, Mikhail F. Kanevski: GeoKernels: modeling of spatial data on geomanifolds. ESANN 2008: 277-282
- [c7]S. B. Bai, J. Wang, F. Y. Zhang, Alexei Pozdnoukhov, Mikhail F. Kanevski: Prediction of Landslide Susceptibility Using logistic Regression: A Case Study in Bailongjiang River Basin, China. FSKD (4) 2008: 647-651
- [c6]Mikhail F. Kanevski, Vadim Timonin, Alexei Pozdnoukhov: Automatic Decision-Oriented Mapping of Pollution Data. ICCSA (1) 2008: 678-691
- [c5]Devis Tuia, Frédéric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery: Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling. IGARSS (4) 2008: 73-76
- [c4]Devis Tuia, Fabio Pacifici, Alexei Pozdnoukhov, Christian Kaiser, Domenico Solimini, William J. Emery: Very-High Resolution Image Classification using Morphological Operators and SVM. IGARSS (4) 2008: 220-223
- 2007
- [j2]Mikhail F. Kanevski, Alexei Pozdnoukhov, Vadim Timonin, Michel Maignan: Mapping of environmental data using kernel-based methods. Revue Internationale de Géomatique 17(3-4): 309-331 (2007)
- 2006
- [j1]Alexei Pozdnoukhov, Samy Bengio: Invariances in kernel methods: From samples to objects. Pattern Recognition Letters 27(10): 1087-1097 (2006)
- [c3]Alexei Pozdnoukhov, Samy Bengio: Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (4) 2006: 956
- [c2]Alexei Pozdnoukhov, Samy Bengio: Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (3) 2006: 1228-1231
- 2004
- [c1]Alexei Pozdnoukhov, Samy Bengio: Tangent Vector Kernels for Invariant Image Classification with SVMs. ICPR (3) 2004: 486-489
Coauthor Index
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last updated on 2013-01-06 20:27 CET by the dblp team