Alexei Pozdnoukhov

39 papers B 1Journal 10Unranked 25
YearRankTypeTitle / Venue / Authors
2018 J jnl
A Generative Model of Urban Activities from Cellular Data.
IEEE Trans. Intell. Transp. Syst.
Mogeng Yin, Madeleine Sheehan, Sidney Feygin, Jean-François Paiement, Alexei Pozdnoukhov
2017 J jnl
Social Discrete Choice Models.
CoRR
Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov
2017 J jnl
Training a network to attend like human drivers saves it from common but misleading loss functions.
CoRR
Ye Xia, Danqing Zhang, Alexei Pozdnoukhov, Ken Nakayama, Karl Zipser, David Whitney
2016 — conf
Events Describe Places: Tagging Places with Event Based Social Network Data.
CODS
Vinod Hegde, Alessandra Mileo, Alexei Pozdnoukhov
2015 — ed.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2015, Bellevue, WA, USA, November 3-6, 2015
LBSN@SIGSPATIAL/GIS
Alexei Pozdnoukhov, Dimitris Sacharidis, Sen Xu
2015 J jnl
The Seventh ACM SIGSPATIAL International Workshop on Location-Based Social Networks, Dallas, Texas, USA - November 4, 2014: LBSN 2014 workshop report.
ACM SIGSPATIAL Special
Alexei Pozdnoukhov, Sen Xu
2015 — conf
Unsupervised Event Detection with Infinite Poisson Mixture Model.
BigData Congress
Vinod Hegde, Milovan Krnjajic, Alexei Pozdnoukhov
2014 — ed.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2014, Dallas/Fort Worth, Texas, USA, November 4, 2014
LBSN@SIGSPATIAL/GIS
Alexei Pozdnoukhov, Sen Xu
2014 J jnl
Using Digital Footprints for a City-Scale Traffic Simulation.
ACM Trans. Intell. Syst. Technol.
Gavin McArdle, Eoghan Furey, Aonghus Lawlor, Alexei Pozdnoukhov
2013 J jnl
Enabling real-time city sensing with kernel stream oracles and MapReduce.
Pervasive Mob. Comput.
Christian Kaiser, Alexei Pozdnoukhov
2013 — conf
Prediction of user location using the radiation model and social check-ins.
UrbComp@KDD
Alexey Tarasov, Felix Kling, Alexei Pozdnoukhov
2013 — ed.
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2013, Orlando, FL, USA, November 5, 2013
LBSN
Alexei Pozdnoukhov
2013 — conf
Temporal decomposition and semantic enrichment of mobility flows.
LBSN
Cathal Coffey, Alexei Pozdnoukhov
2012 — conf
City-scale traffic simulation from digital footprints.
UrbComp@KDD
Gavin McArdle, Aonghus Lawlor, Eoghan Furey, Alexei Pozdnoukhov
2012 J jnl
Kernel-Based Mapping of Orographic Rainfall Enhancement in the Swiss Alps as Detected by Weather Radar.
IEEE Trans. Geosci. Remote. Sens.
Loris Foresti, Mikhail F. Kanevski, Alexei Pozdnoukhov
2012 — conf
Missed connections: quantifying and optimizing multi-modal interconnectivity in cities.
CTS@SIGSPATIAL
Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese
2012 — conf
When a city tells a story: urban topic analysis.
SIGSPATIAL/GIS
Felix Kling, Alexei Pozdnoukhov
2011 — conf
Area-to-point kernel regression on streaming data.
GIS-IWGS
Alexei Pozdnoukhov, Christian Kaiser
2011 — conf
Scalable local regression for spatial analytics.
GIS
Alexei Pozdnoukhov, Christian Kaiser
2011 — conf
Space-time dynamics of topics in streaming text.
GIS-LBSN
Alexei Pozdnoukhov, Christian Kaiser
2011 — conf
Time of arrival predictability horizons for public bus routes.
CTS@GIS
Cathal Coffey, Alexei Pozdnoukhov, Francesco Calabrese
2010 — conf
Exploratory novelty identification in human activity data streams.
GIS-IWGS
Alexei Pozdnoukhov, Fergal Walsh
2010 J jnl
Multisource Composite Kernels for Urban-Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Devis Tuia, Frédéric Ratle, Alexei Pozdnoukhov, Gustavo Camps-Valls
2010 — conf
Spatial extensions to kernel methods.
GIS
Alexei Pozdnoukhov
2010 — conf
User-Centric Time-Distance Representation of Road Networks.
GIScience
Christian Kaiser, Fergal Walsh, Carson J. Q. Farmer, Alexei Pozdnoukhov
2009 — conf
Dynamic network data exploration through semi-supervised functional embedding.
GIS
Alexei Pozdnoukhov
2009 — conf
Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields.
ICANN (2)
Loris Foresti, Devis Tuia, Alexei Pozdnoukhov, Mikhail F. Kanevski
2009 — conf
Validation of Logistic Regression Models for Landslide Susceptibility Maps.
CSIE (2)
S. B. Bai, J. Wang, Alexei Pozdnoukhov, Mikhail F. Kanevski
2008 — conf
Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling.
IGARSS (4)
Devis Tuia, Frédéric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery
2008 — conf
Automatic Decision-Oriented Mapping of Pollution Data.
ICCSA (1)
Mikhail F. Kanevski, Vadim Timonin, Alexei Pozdnoukhov
2008 B conf
GeoKernels: modeling of spatial data on geomanifolds.
ESANN
Alexei Pozdnoukhov, Mikhail F. Kanevski
2008 — conf
Prediction of Landslide Susceptibility Using logistic Regression: A Case Study in Bailongjiang River Basin, China.
FSKD (4)
S. B. Bai, J. Wang, F. Y. Zhang, Alexei Pozdnoukhov, Mikhail F. Kanevski
2008 — conf
Very-High Resolution Image Classification using Morphological Operators and SVM.
IGARSS (4)
Devis Tuia, Fabio Pacifici, Alexei Pozdnoukhov, Christian Kaiser, Domenico Solimini, William J. Emery
2007 J jnl
Mapping of environmental data using kernel-based methods.
Rev. Int. Géomatique
Mikhail F. Kanevski, Alexei Pozdnoukhov, Vadim Timonin, Michel Maignan
2006 — conf
Graph-based transformation manifolds for invariant pattern recognition with kernel methods.
ICPR (3)
Alexei Pozdnoukhov, Samy Bengio
2006 — conf
Graph-based transformation manifolds for invariant pattern recognition with kernel methods.
ICPR (4)
Alexei Pozdnoukhov, Samy Bengio
2006 J jnl
Invariances in kernel methods: From samples to objects.
Pattern Recognit. Lett.
Alexei Pozdnoukhov, Samy Bengio
2006 — conf
Semi-Supervised Kernel Methods for Regression Estimation.
ICASSP (5)
Alexei Pozdnoukhov, Samy Bengio
2004 — conf
Tangent Vector Kernels for Invariant Image Classification with SVMs.
ICPR (3)
Alexei Pozdnoukhov, Samy Bengio