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Alexei Pozdnoukhov
Alexei Pozdnoukhov
Assistant Professor, UC Berkeley
Adresse e-mail validée de berkeley.edu - Page d'accueil
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Année
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
34562012
Machine Learning for Spatial Environmental Data: theory, applications and software
M Kanevski, A Pozdnoukhov, V Timonin
EFPL Press, 2009
3542009
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
1952017
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
1822004
When a city tells a story: urban topic analysis
F Kling, A Pozdnoukhov
Proceedings of the 20th international conference on advances in geographic …, 2012
1482012
Space-time dynamics of topics in streaming text
A Pozdnoukhov, C Kaiser
Proceedings of the 3rd ACM SIGSPATIAL international workshop on location …, 2011
1312011
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
1152009
Machine learning algorithms for geospatial data. Applications and software tools
M Kanevski, A Pozdnukhov, V Timonin
732008
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
622019
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
592015
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
532011
Learning wind fields with multiple kernels
L Foresti, D Tuia, M Kanevski, A Pozdnoukhov
Stochastic Environmental Research and Risk Assessment 25, 51-66, 2011
522011
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
502017
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
50*2000
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
492008
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
492007
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
462017
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
452011
Temporal decomposition and semantic enrichment of mobility flows
C Coffey, A Pozdnoukhov
Proceedings of the 6th ACM SIGSPATIAL international workshop on location …, 2013
382013
Exploration of alpine orographic precipitation patterns with radar image processing and clustering techniques
L Foresti, A Pozdnoukhov
Meteorological Applications 19 (4), 407-419, 2012
382012
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