| Deep learning: A generic approach for extreme condition traffic forecasting R Yu, Y Li, C Shahabi, U Demiryurek, Y Liu Proceedings of the 2017 SIAM international Conference on Data Mining, 777-785, 2017 | 473 | 2017 |
| Utilizing real-world transportation data for accurate traffic prediction B Pan, U Demiryurek, C Shahabi 2012 ieee 12th international conference on data mining, 595-604, 2012 | 250 | 2012 |
| Maximizing the number of worker's self-selected tasks in spatial crowdsourcing D Deng, C Shahabi, U Demiryurek Proceedings of the 21st acm sigspatial international conference on advances …, 2013 | 241 | 2013 |
| Latent space model for road networks to predict time-varying traffic D Deng, C Shahabi, U Demiryurek, L Zhu, R Yu, Y Liu Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016 | 209 | 2016 |
| Voronoi-based geospatial query processing with mapreduce A Akdogan, U Demiryurek, F Banaei-Kashani, C Shahabi 2010 IEEE Second International Conference on Cloud Computing Technology and …, 2010 | 170 | 2010 |
| Price-aware real-time ride-sharing at scale: an auction-based approach M Asghari, D Deng, C Shahabi, U Demiryurek, Y Li Proceedings of the 24th ACM SIGSPATIAL international conference on advances …, 2016 | 152 | 2016 |
| Online computation of fastest path in time-dependent spatial networks U Demiryurek, F Banaei-Kashani, C Shahabi, A Ranganathan International Symposium on Spatial and Temporal Databases, 92-111, 2011 | 124 | 2011 |
| Hierarchical and exact fastest path computation in time-dependent spatial networks U Demiryurek, C Shahabi US Patent 8,660,789, 2014 | 95 | 2014 |
| Geospatial stream query processing using Microsoft SQL Server StreamInsight SJ Kazemitabar, U Demiryurek, M Ali, A Akdogan, C Shahabi Proceedings of the VLDB Endowment 3 (1-2), 1537-1540, 2010 | 83 | 2010 |
| Mining the situation: Spatiotemporal traffic prediction with big data J Xu, D Deng, U Demiryurek, C Shahabi, M Van der Schaar IEEE Journal of Selected Topics in Signal Processing 9 (4), 702-715, 2015 | 81 | 2015 |
| A case for time-dependent shortest path computation in spatial networks U Demiryurek, F Banaei-Kashani, C Shahabi Proceedings of the 18th SIGSPATIAL International Conference on Advances in …, 2010 | 77 | 2010 |
| Forecasting spatiotemporal impact of traffic incidents on road networks B Pan, U Demiryurek, C Shahabi, C Gupta 2013 IEEE 13th International Conference on Data Mining, 587-596, 2013 | 75 | 2013 |
| Efficient k-nearest neighbor search in time-dependent spatial networks U Demiryurek, F Banaei-Kashani, C Shahabi International Conference on Database and Expert Systems Applications, 432-449, 2010 | 71 | 2010 |
| Traffic prediction using real-world transportation data B Pan, U Demiryurek, C Shahabi US Patent 9,286,793, 2016 | 63 | 2016 |
| Task selection in spatial crowdsourcing from worker’s perspective D Deng, C Shahabi, U Demiryurek, L Zhu GeoInformatica 20, 529-568, 2016 | 62 | 2016 |
| Efficient continuous nearest neighbor query in spatial networks using euclidean restriction U Demiryurek, F Banaei-Kashani, C Shahabi International Symposium on Spatial and Temporal Databases, 25-43, 2009 | 61 | 2009 |
| Neural-network based sensitivity analysis for injector-producer relationship identification U Demiryurek, F Banaei-Kashani, C Shahabi, F Wilkinson SPE Intelligent Energy International Conference and Exhibition, SPE-112124-MS, 2008 | 51 | 2008 |
| Probabilistic estimation of link travel times in dynamic road networks M Asghari, T Emrich, U Demiryurek, C Shahabi Proceedings of the 23rd SIGSPATIAL International Conference on Advances in …, 2015 | 46 | 2015 |
| Towards modeling the traffic data on road networks U Demiryurek, B Pan, F Banaei-Kashani, C Shahabi Proceedings of the Second International Workshop on Computational …, 2009 | 43 | 2009 |
| Situation aware multi-task learning for traffic prediction D Deng, C Shahabi, U Demiryurek, L Zhu 2017 IEEE International Conference on Data Mining (ICDM), 81-90, 2017 | 40 | 2017 |
