| Theory-guided data science: A new paradigm for scientific discovery from data A Karpatne, G Atluri, JH Faghmous, M Steinbach, A Banerjee, A Ganguly, ... IEEE Transactions on knowledge and data engineering 29 (10), 2318-2331, 2017 | 1343 | 2017 |
| Intensification and spatial homogenization of coastal upwelling under climate change D Wang, TC Gouhier, BA Menge, AR Ganguly Nature 518 (7539), 390-394, 2015 | 486 | 2015 |
| Changes in observed climate extremes in global urban areas V Mishra, AR Ganguly, B Nijssen, DP Lettenmaier Environmental Research Letters 10 (2), 024005, 2015 | 343 | 2015 |
| Lack of uniform trends but increasing spatial variability in observed Indian rainfall extremes S Ghosh, D Das, SC Kao, AR Ganguly Nature Climate Change 2 (2), 86-91, 2012 | 342 | 2012 |
| Persisting cold extremes under 21st‐century warming scenarios E Kodra, K Steinhaeuser, AR Ganguly Geophysical research letters 38 (8), 2011 | 308 | 2011 |
| Deepsd: Generating high resolution climate change projections through single image super-resolution T Vandal, E Kodra, S Ganguly, A Michaelis, R Nemani, AR Ganguly Proceedings of the 23rd acm sigkdd international conference on knowledge …, 2017 | 298 | 2017 |
| Relative performance of mutual information estimation methods for quantifying the dependence among short and noisy data S Khan, S Bandyopadhyay, AR Ganguly, S Saigal, DJ Erickson III, ... Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 76 (2 …, 2007 | 238 | 2007 |
| Spatiotemporal data mining in the era of big spatial data: algorithms and applications RR Vatsavai, A Ganguly, V Chandola, A Stefanidis, S Klasky, S Shekhar Proceedings of the 1st ACM SIGSPATIAL international workshop on analytics …, 2012 | 198 | 2012 |
| Reliability of regional and global climate models to simulate precipitation extremes over India V Mishra, D Kumar, AR Ganguly, J Sanjay, M Mujumdar, R Krishnan, ... Journal of Geophysical Research: Atmospheres 119 (15), 9301-9323, 2014 | 190 | 2014 |
| Intercomparison of machine learning methods for statistical downscaling: the case of daily and extreme precipitation T Vandal, E Kodra, AR Ganguly Theoretical and Applied Climatology 137, 557-570, 2019 | 168 | 2019 |
| Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science K Steinhaeuser, NV Chawla, AR Ganguly Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (5 …, 2011 | 166 | 2011 |
| Intensity, duration, and frequency of precipitation extremes under 21st‐century warming scenarios SC Kao, AR Ganguly Journal of Geophysical Research: Atmospheres 116 (D16), 2011 | 164 | 2011 |
| Higher trends but larger uncertainty and geographic variability in 21st century temperature and heat waves AR Ganguly, K Steinhaeuser, DJ Erickson III, M Branstetter, ES Parish, ... Proceedings of the National Academy of Sciences 106 (37), 15555-15559, 2009 | 160 | 2009 |
| Multivariate and multiscale dependence in the global climate system revealed through complex networks K Steinhaeuser, AR Ganguly, NV Chawla Climate dynamics 39, 889-895, 2012 | 156 | 2012 |
| An exploration of climate data using complex networks K Steinhaeuser, NV Chawla, AR Ganguly Proceedings of the Third International Workshop on Knowledge Discovery from …, 2009 | 125 | 2009 |
| Offshoring: the transition from economic drivers toward strategic global partnership and 24-hour knowledge factory A Gupta, S Seshasai, S Mukherji, A Ganguly Journal of Electronic Commerce in Organizations (JECO) 5 (2), 1-23, 2007 | 111 | 2007 |
| Sparse group lasso: Consistency and climate applications S Chatterjee, K Steinhaeuser, A Banerjee, S Chatterjee, A Ganguly Proceedings of the 2012 SIAM International Conference on Data Mining, 47-58, 2012 | 108 | 2012 |
| Network science based quantification of resilience demonstrated on the indian railways network U Bhatia, D Kumar, E Kodra, AR Ganguly PloS one 10 (11), e0141890, 2015 | 105 | 2015 |
| Regional and seasonal intercomparison of CMIP3 and CMIP5 climate model ensembles for temperature and precipitation D Kumar, E Kodra, AR Ganguly Climate dynamics 43, 2491-2518, 2014 | 105 | 2014 |
| Data mining for climate change and impacts AR Ganguly, K Steinhaeuser 2008 IEEE international conference on data mining workshops, 385-394, 2008 | 100 | 2008 |
Evan KodrarisQ Inc.risq.io의 이메일 확인됨