متابعة
Alexei Pozdnoukhov
Alexei Pozdnoukhov
Assistant Professor, UC Berkeley
بريد إلكتروني تم التحقق منه على berkeley.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
34732012
Machine Learning for Spatial Environmental Data: theory, applications and software‏
M Kanevski, A Pozdnoukhov, V Timonin‏
EFPL Press, 2009‏
3342009
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
1982017
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
1802004
When a city tells a story: urban topic analysis‏
F Kling, A Pozdnoukhov‏
Proceedings of the 20th international conference on advances in geographic …, 2012‏
1452012
Space-time dynamics of topics in streaming text‏
A Pozdnoukhov, C Kaiser‏
Proceedings of the 3rd ACM SIGSPATIAL international workshop on location …, 2011‏
1302011
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
552011
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
Learning wind fields with multiple kernels‏
L Foresti, D Tuia, M Kanevski, A Pozdnoukhov‏
Stochastic Environmental Research and Risk Assessment 25, 51-66, 2011‏
492011
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
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
49*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
472007
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
432011
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
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20