Alexei Pozdnoukhov

Publication Activity (10 Years)

Years Active: 2004-2018
Publications (10 Years): 6

Top Topics

Event Detection

Public Transport

Social Networks

Semantic Enrichment

Top Venues

Pervasive Mob. Comput.

Publications

Mogeng Yin, Madeleine Sheehan, Sidney Feygin, Jean-François Paiement, Alexei Pozdnoukhov
A Generative Model of Urban Activities from Cellular Data. IEEE Trans. Intell. Transp. Syst. 19 (6) (2018)
Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov
Social Discrete Choice Models. CoRR (2017)
Ye Xia, Danqing Zhang, Alexei Pozdnoukhov, Ken Nakayama, Karl Zipser, David Whitney
Training a network to attend like human drivers saves it from common but misleading loss functions. CoRR (2017)
Vinod Hegde, Alessandra Mileo, Alexei Pozdnoukhov
Events Describe Places: Tagging Places with Event Based Social Network Data. CODS (2016)
Alexei Pozdnoukhov, Sen Xu
The Seventh ACM SIGSPATIAL International Workshop on Location-Based Social Networks, Dallas, Texas, USA - November 4, 2014: LBSN 2014 workshop report. ACM SIGSPATIAL Special 7 (1) (2015)
Vinod Hegde, Milovan Krnjajic, Alexei Pozdnoukhov
Unsupervised Event Detection with Infinite Poisson Mixture Model. BigData Congress (2015)
Gavin McArdle, Eoghan Furey, Aonghus Lawlor, Alexei Pozdnoukhov
Using Digital Footprints for a City-Scale Traffic Simulation. ACM Trans. Intell. Syst. Technol. 5 (3) (2014)
Alexey Tarasov, Felix Kling, Alexei Pozdnoukhov
Prediction of user location using the radiation model and social check-ins. UrbComp@KDD (2013)
Cathal Coffey, Alexei Pozdnoukhov
Temporal decomposition and semantic enrichment of mobility flows. LBSN (2013)
Christian Kaiser, Alexei Pozdnoukhov
Enabling real-time city sensing with kernel stream oracles and MapReduce. Pervasive Mob. Comput. 9 (5) (2013)
Felix Kling, Alexei Pozdnoukhov
When a city tells a story: urban topic analysis. SIGSPATIAL/GIS (2012)
Gavin McArdle, Aonghus Lawlor, Eoghan Furey, Alexei Pozdnoukhov
City-scale traffic simulation from digital footprints. UrbComp@KDD (2012)
Loris Foresti, Mikhail F. Kanevski, Alexei Pozdnoukhov
Kernel-Based Mapping of Orographic Rainfall Enhancement in the Swiss Alps as Detected by Weather Radar. IEEE Trans. Geosci. Remote. Sens. 50 (8) (2012)
Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese
Missed connections: quantifying and optimizing multi-modal interconnectivity in cities. CTS@SIGSPATIAL (2012)
Cathal Coffey, Alexei Pozdnoukhov, Francesco Calabrese
Time of arrival predictability horizons for public bus routes. CTS@GIS (2011)
Alexei Pozdnoukhov, Christian Kaiser
Area-to-point kernel regression on streaming data. GIS-IWGS (2011)
Alexei Pozdnoukhov, Christian Kaiser
Scalable local regression for spatial analytics. GIS (2011)
Alexei Pozdnoukhov, Christian Kaiser
Space-time dynamics of topics in streaming text. GIS-LBSN (2011)
Devis Tuia, Frédéric Ratle, Alexei Pozdnoukhov, Gustavo Camps-Valls
Multisource Composite Kernels for Urban-Image Classification. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Alexei Pozdnoukhov, Fergal Walsh
Exploratory novelty identification in human activity data streams. GIS-IWGS (2010)
Alexei Pozdnoukhov
Spatial extensions to kernel methods. GIS (2010)
Christian Kaiser, Fergal Walsh, Carson J. Q. Farmer, Alexei Pozdnoukhov
User-Centric Time-Distance Representation of Road Networks. GIScience (2010)
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)
S. B. Bai, J. Wang, Alexei Pozdnoukhov, Mikhail F. Kanevski
Validation of Logistic Regression Models for Landslide Susceptibility Maps. CSIE (2) (2009)
Alexei Pozdnoukhov
Dynamic network data exploration through semi-supervised functional embedding. GIS (2009)
Alexei Pozdnoukhov, Mikhail F. Kanevski
GeoKernels: modeling of spatial data on geomanifolds. ESANN (2008)
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)
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)
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)
Mikhail F. Kanevski, Vadim Timonin, Alexei Pozdnoukhov
Automatic Decision-Oriented Mapping of Pollution Data. ICCSA (1) (2008)
Mikhail F. Kanevski, Alexei Pozdnoukhov, Vadim Timonin, Michel Maignan
Mapping of environmental data using kernel-based methods. Rev. Int. Géomatique 17 (3-4) (2007)
Alexei Pozdnoukhov, Samy Bengio
Semi-Supervised Kernel Methods for Regression Estimation. ICASSP (5) (2006)
Alexei Pozdnoukhov, Samy Bengio
Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (3) (2006)
Alexei Pozdnoukhov, Samy Bengio
Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (4) (2006)
Alexei Pozdnoukhov, Samy Bengio
Invariances in kernel methods: From samples to objects. Pattern Recognit. Lett. 27 (10) (2006)
Alexei Pozdnoukhov, Samy Bengio
Tangent Vector Kernels for Invariant Image Classification with SVMs. ICPR (3) (2004)