Alexei Pozdnoukhov

According to our database1, Alexei Pozdnoukhov authored at least 36 papers between 2004 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
A Generative Model of Urban Activities from Cellular Data.
IEEE Trans. Intelligent Transportation Systems, 2018

2017
Training a network to attend like human drivers saves it from common but misleading loss functions.
CoRR, 2017

Social Discrete Choice Models.
CoRR, 2017

2016
Events Describe Places: Tagging Places with Event Based Social Network Data.
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.
SIGSPATIAL Special, 2015

Unsupervised Event Detection with Infinite Poisson Mixture Model.
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.
ACM TIST, 2014

2013
Enabling real-time city sensing with kernel stream oracles and MapReduce.
Pervasive and Mobile Computing, 2013

Prediction of user location using the radiation model and social check-ins.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

Temporal decomposition and semantic enrichment of mobility flows.
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.
IEEE Trans. Geoscience and Remote Sensing, 2012

City-scale traffic simulation from digital footprints.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

When a city tells a story: urban topic analysis.
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.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2012

2011
Space-time dynamics of topics in streaming text.
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

Area-to-point kernel regression on streaming data.
Proceedings of the 2011 ACM SIGSPATIAL International Workshop on GeoStreaming, 2011

Scalable local regression for spatial analytics.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Time of arrival predictability horizons for public bus routes.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2011

2010
Multisource Composite Kernels for Urban-Image Classification.
IEEE Geosci. Remote Sensing Lett., 2010

User-Centric Time-Distance Representation of Road Networks.
Proceedings of the Geographic Information Science, 6th International Conference, 2010

Exploratory novelty identification in human activity data streams.
Proceedings of the 2010 ACM SIGSPATIAL International Workshop on GeoStreaming, 2010

Spatial extensions to kernel methods.
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.
Proceedings of the Artificial Neural Networks, 2009

Dynamic network data exploration through semi-supervised functional embedding.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Validation of Logistic Regression Models for Landslide Susceptibility Maps.
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.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Very-High Resolution Image Classification using Morphological Operators and SVM.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automatic Decision-Oriented Mapping of Pollution Data.
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.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

GeoKernels: modeling of spatial data on geomanifolds.
Proceedings of the ESANN 2008, 2008

2007
Mapping of environmental data using kernel-based methods.
Revue Internationale de Géomatique, 2007

2006
Invariances in kernel methods: From samples to objects.
Pattern Recognition Letters, 2006

Graph-based transformation manifolds for invariant pattern recognition with kernel methods.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Graph-based transformation manifolds for invariant pattern recognition with kernel methods.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Semi-Supervised Kernel Methods for Regression Estimation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004
Tangent Vector Kernels for Invariant Image Classification with SVMs.
Proceedings of the 17th International Conference on Pattern Recognition, 2004


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