| 2015 | BigData | Unsupervised Event Detection with Infinite Poisson Mixture Model. | Vinod Hegde, Milovan Krnjajic, Alexei Pozdnoukhov |
| 2013 | KDD | Prediction of user location using the radiation model and social check-ins. | Alexey Tarasov, Felix Kling, Alexei Pozdnoukhov |
| 2012 | KDD | City-scale traffic simulation from digital footprints. | Gavin McArdle, Aonghus Lawlor, Eoghan Furey, Alexei Pozdnoukhov |
| 2009 | ICANN | Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields. | Loris Foresti, Devis Tuia, Alexei Pozdnoukhov, Mikhail F. Kanevski |
| 2008 | ESANN | GeoKernels: modeling of spatial data on geomanifolds. | Alexei Pozdnoukhov, Mikhail F. Kanevski |
| 2008 | ICCSA | Automatic Decision-Oriented Mapping of Pollution Data. | Mikhail F. Kanevski, Vadim Timonin, Alexei Pozdnoukhov |
| 2008 | IGARSS | Very-High Resolution Image Classification using Morphological Operators and SVM. | Devis Tuia, Fabio Pacifici, Alexei Pozdnoukhov, Christian Kaiser, Domenico Solimini, William J. Emery |
| 2008 | IGARSS | Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling. | Devis Tuia, Frdric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery |
| 2006 | ICASSP | Semi-Supervised Kernel Methods for Regression Estimation. | Alexei Pozdnoukhov, Samy Bengio |
| 2006 | ICPR | Graph-based transformation manifolds for invariant pattern recognition with kernel methods. | Alexei Pozdnoukhov, Samy Bengio |
| 2006 | ICPR | Graph-based transformation manifolds for invariant pattern recognition with kernel methods. | Alexei Pozdnoukhov, Samy Bengio |
| 2004 | ICPR | Tangent Vector Kernels for Invariant Image Classification with SVMs. | Alexei Pozdnoukhov, Samy Bengio |