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 | 3128 | 2012 |
Machine Learning for Spatial Environmental Data: theory, applications and software M Kanevski, A Pozdnoukhov, V Timonin EFPL Press, 2009 | 355 | 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 | 174 | 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 | 168 | 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 | 145 | 2012 |
Space-time dynamics of topics in streaming text A Pozdnoukhov, C Kaiser Proceedings of the 3rd ACM SIGSPATIAL international workshop on location …, 2011 | 130 | 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 | 114 | 2009 |
Machine learning algorithms for geospatial data. Applications and software tools M Kanevski, A Pozdnukhov, V Timonin | 67 | 2008 |
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 | 53 | 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 | 50 | 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 | 50* | 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 | 49 | 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 | 48 | 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 | 48 | 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 | 48 | 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 | 45 | 2017 |
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 | 44 | 2011 |
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 | 43 | 2017 |
Temporal decomposition and semantic enrichment of mobility flows C Coffey, A Pozdnoukhov Proceedings of the 6th ACM SIGSPATIAL international workshop on location …, 2013 | 38 | 2013 |
Spatial structure and dynamics of urban communities F Walsh, A Pozdnoukhov | 35 | 2011 |