Alexei Pozdnoukhov

According to our database, Alexei Pozdnoukhov authored at least 35 papers between 2004 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

A Generative Model of Urban Activities from Cellular Data.

Mogeng Yin, Madeleine Sheehan, Sidney Feygin, Jean-François Paiement, Alexei Pozdnoukhov

IEEE Trans. Intell. Transp. Syst., 2018

2017

Training a network to attend like human drivers saves it from common but misleading loss functions.

Ye Xia, Danqing Zhang, Alexei Pozdnoukhov, Ken Nakayama, Karl Zipser, David Whitney

CoRR, 2017

Social Discrete Choice Models.

Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov

CoRR, 2017

2016

Events Describe Places: Tagging Places with Event Based Social Network Data.

Vinod Hegde, Alessandra Mileo, Alexei Pozdnoukhov

Proceedings of the 3rd IKDD Conference on Data Science, 2016

2015

The Seventh ACM SIGSPATIAL International Workshop on Location-Based Social Networks, Dallas, Texas, USA - November 4, 2014: LBSN 2014 workshop report.

Alexei Pozdnoukhov, Sen Xu

ACM SIGSPATIAL Special, 2015

Unsupervised Event Detection with Infinite Poisson Mixture Model.

Vinod Hegde, Milovan Krnjajic, Alexei Pozdnoukhov

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

Using Digital Footprints for a City-Scale Traffic Simulation.

Gavin McArdle, Eoghan Furey, Aonghus Lawlor, Alexei Pozdnoukhov

ACM Trans. Intell. Syst. Technol., 2014

2013

Enabling real-time city sensing with kernel stream oracles and MapReduce.

Christian Kaiser, Alexei Pozdnoukhov

Pervasive Mob. Comput., 2013

Prediction of user location using the radiation model and social check-ins.

Alexey Tarasov, Felix Kling, Alexei Pozdnoukhov

Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

Temporal decomposition and semantic enrichment of mobility flows.

Cathal Coffey, Alexei Pozdnoukhov

Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2013

2012

Kernel-Based Mapping of Orographic Rainfall Enhancement in the Swiss Alps as Detected by Weather Radar.

Loris Foresti, Mikhail F. Kanevski, Alexei Pozdnoukhov

IEEE Trans. Geosci. Remote. Sens., 2012

City-scale traffic simulation from digital footprints.

Gavin McArdle, Aonghus Lawlor, Eoghan Furey, Alexei Pozdnoukhov

Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

When a city tells a story: urban topic analysis.

Felix Kling, Alexei Pozdnoukhov

Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Missed connections: quantifying and optimizing multi-modal interconnectivity in cities.

Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2012

2011

Space-time dynamics of topics in streaming text.

Alexei Pozdnoukhov, Christian Kaiser

Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

Area-to-point kernel regression on streaming data.

Alexei Pozdnoukhov, Christian Kaiser

Proceedings of the 2011 ACM SIGSPATIAL International Workshop on GeoStreaming, 2011

Scalable local regression for spatial analytics.

Alexei Pozdnoukhov, Christian Kaiser

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Time of arrival predictability horizons for public bus routes.

Cathal Coffey, Alexei Pozdnoukhov, Francesco Calabrese

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2011

2010

Multisource Composite Kernels for Urban-Image Classification.

Devis Tuia, Frédéric Ratle, Alexei Pozdnoukhov, Gustavo Camps-Valls

IEEE Geosci. Remote. Sens. Lett., 2010

User-Centric Time-Distance Representation of Road Networks.

Christian Kaiser, Fergal Walsh, Carson J. Q. Farmer, Alexei Pozdnoukhov

Proceedings of the Geographic Information Science, 6th International Conference, 2010

Exploratory novelty identification in human activity data streams.

Alexei Pozdnoukhov, Fergal Walsh

Proceedings of the 2010 ACM SIGSPATIAL International Workshop on GeoStreaming, 2010

Spatial extensions to kernel methods.

Alexei Pozdnoukhov

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2009

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

Loris Foresti, Devis Tuia, Alexei Pozdnoukhov, Mikhail F. Kanevski

Proceedings of the Artificial Neural Networks, 2009

Dynamic network data exploration through semi-supervised functional embedding.

Alexei Pozdnoukhov

Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Validation of Logistic Regression Models for Landslide Susceptibility Maps.

S. B. Bai, J. Wang, Alexei Pozdnoukhov, Mikhail F. Kanevski

Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008

Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling.

Devis Tuia, Frédéric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Very-High Resolution Image Classification using Morphological Operators and SVM.

Devis Tuia, Fabio Pacifici, Alexei Pozdnoukhov, Christian Kaiser, Domenico Solimini, William J. Emery

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automatic Decision-Oriented Mapping of Pollution Data.

Mikhail F. Kanevski, Vadim Timonin, Alexei Pozdnoukhov

Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

Prediction of Landslide Susceptibility Using logistic Regression: A Case Study in Bailongjiang River Basin, China.

S. B. Bai, J. Wang, F. Y. Zhang, Alexei Pozdnoukhov, Mikhail F. Kanevski

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

GeoKernels: modeling of spatial data on geomanifolds.

Alexei Pozdnoukhov, Mikhail F. Kanevski

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Mapping of environmental data using kernel-based methods.

Mikhail F. Kanevski, Alexei Pozdnoukhov, Vadim Timonin, Michel Maignan

Rev. Int. Géomatique, 2007

2006

Invariances in kernel methods: From samples to objects.

Alexei Pozdnoukhov, Samy Bengio

Pattern Recognit. Lett., 2006

Graph-based transformation manifolds for invariant pattern recognition with kernel methods.

Alexei Pozdnoukhov, Samy Bengio

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Semi-Supervised Kernel Methods for Regression Estimation.

Alexei Pozdnoukhov, Samy Bengio

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004

Tangent Vector Kernels for Invariant Image Classification with SVMs.

Alexei Pozdnoukhov, Samy Bengio

Proceedings of the 17th International Conference on Pattern Recognition, 2004