Alexei Pozdnoukhov
Alexei Pozdnoukhov
Assistant Professor, UC Berkeley
Verified email at berkeley.edu - Homepage
TitleCited byYear
Smart cities of the future
M Batty, KW Axhausen, F Giannotti, A Pozdnoukhov, A Bazzani, ...
The European Physical Journal Special Topics 214 (1), 481-518, 2012
11422012
Machine Learning for Spatial Environmental Data: theory, applications and software
M Kanevski, A Pozdnoukhov, V Timonin
EFPL Press, 2009
1502009
Space-time dynamics of topics in streaming text
A Pozdnoukhov, C Kaiser
Proceedings of the 3rd ACM SIGSPATIAL international workshop on location …, 2011
1092011
When a city tells a story: urban topic analysis
F Kling, A Pozdnoukhov
Proceedings of the 20th international conference on advances in geographic …, 2012
1042012
Environmental data mining and modeling based on machine learning algorithms and geostatistics
M Kanevski, R Parkin, A Pozdnukhov, V Timonin, M Maignan, ...
Environmental Modelling & Software 19 (9), 845-855, 2004
1022004
Multisource composite kernels for urban-image classification
D Tuia, F Ratle, A Pozdnoukhov, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 7 (1), 88-92, 2009
932009
Advanced spatial data analysis and modelling with support vector machines
M Kanevski, A Pozdnoukhov, S Canu, M Maignan
IDIAP, 2000
472000
A generative model of urban activities from cellular data
M Yin, M Sheehan, S Feygin, JF Paiement, A Pozdnoukhov
IEEE Transactions on Intelligent Transportation Systems 19 (6), 1682-1696, 2017
412017
Indicator displacement assays as molecular timers
A Buryak, F Zaubitzer, A Pozdnoukhov, K Severin
Journal of the American Chemical Society 130 (34), 11260-11261, 2008
402008
Pattern-based sensing of nucleotides in aqueous solution with a multicomponent indicator displacement assay
A Buryak, A Pozdnoukhov, K Severin
Chemical communications, 2366-2368, 2007
382007
Learning wind fields with multiple kernels
L Foresti, D Tuia, M Kanevski, A Pozdnoukhov
Stochastic Environmental Research and Risk Assessment 25 (1), 51-66, 2011
322011
Temporal decomposition and semantic enrichment of mobility flows
C Coffey, A Pozdnoukhov
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location …, 2013
302013
Multi-scale support vector algorithms for hot spot detection and modelling
A Pozdnoukhov, M Kanevski
Stochastic Environmental Research and Risk Assessment 22 (5), 647-660, 2008
292008
Tangent vector kernels for invariant image classification with SVMs
A Pozdnoukhov, S Bengio
Proceedings of the 17th International Conference on Pattern Recognition …, 2004
262004
Spatio-temporal avalanche forecasting with Support Vector Machines
A Pozdnoukhov, G Matasci, M Kanevski, RS Purves
Natural Hazards and Earth System Sciences 11 (2), 367-382, 2011
242011
Exploration of alpine orographic precipitation patterns with radar image processing and clustering techniques
L Foresti, A Pozdnoukhov
Meteorological Applications 19 (4), 407-419, 2012
232012
Support vector machines for classification and mapping of reservoir data
M Kanevski, A Pozdnukhov, S Canu, M Maignan, PM Wong, SAR Shibli
STUDIES IN FUZZINESS AND SOFT COMPUTING 80, 531-558, 2002
232002
Enabling real-time city sensing with kernel stream oracles and MapReduce
C Kaiser, A Pozdnoukhov
Pervasive and Mobile Computing 9 (5), 708-721, 2013
222013
Time of arrival predictability horizons for public bus routes
C Coffey, A Pozdnoukhov, F Calabrese
Proceedings of the 4th ACM SIGSPATIAL International Workshop on …, 2011
222011
Cellpath: Fusion of cellular and traffic sensor data for route flow estimation via convex optimization
C Wu, J Thai, S Yadlowsky, A Pozdnoukhov, A Bayen
Transportation Research Procedia 7, 212-232, 2015
202015
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