Alexei Pozdnoukhov
Alexei Pozdnoukhov
Assistant Professor, UC Berkeley
Adresă de e-mail confirmată pe berkeley.edu - Pagina de pornire
Citat de
Citat de
Smart cities of the future
M Batty, KW Axhausen, F Giannotti, A Pozdnoukhov, A Bazzani, ...
The European Physical Journal Special Topics 214, 481-518, 2012
Machine Learning for Spatial Environmental Data: theory, applications and software
M Kanevski, A Pozdnoukhov, V Timonin
EFPL Press, 2009
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
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
When a city tells a story: urban topic analysis
F Kling, A Pozdnoukhov
Proceedings of the 20th international conference on advances in geographic …, 2012
Space-time dynamics of topics in streaming text
A Pozdnoukhov, C Kaiser
Proceedings of the 3rd ACM SIGSPATIAL international workshop on location …, 2011
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
Machine learning algorithms for geospatial data. Applications and software tools
M Kanevski, A Pozdnukhov, V Timonin
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
Learning wind fields with multiple kernels
L Foresti, D Tuia, M Kanevski, A Pozdnoukhov
Stochastic Environmental Research and Risk Assessment 25, 51-66, 2011
Advanced spatial data analysis and modelling with Support Vector Machines. IDIAP Research Report
M Kanevski, A Pozdnukhov, S Canu, M Maignan
RR-00-31, 2000
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
Using machine learning to analyze air traffic management actions: Ground delay program case study
Y Liu, Y Liu, M Hansen, A Pozdnukhov, D Zhang
Transportation Research Part E: Logistics and Transportation Review 131, 80-95, 2019
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
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
Deep generative models of urban mobility
Z Lin, M Yin, S Feygin, M Sheehan, JF Paiement, A Pozdnoukhov
IEEE Transactions on Intelligent Transportation Systems, 2017
Modeling plug-in electric vehicle charging demand with BEAM, the framework for behavior energy autonomy mobility
AR Gopal, C Sheppard, R Waraich, A Campbell, A Pozdnukov
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
Temporal decomposition and semantic enrichment of mobility flows
C Coffey, A Pozdnoukhov
Proceedings of the 6th ACM SIGSPATIAL international workshop on location …, 2013
Spatial structure and dynamics of urban communities
F Walsh, A Pozdnoukhov
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