Auroop Ganguly
Title
Cited by
Cited by
Year
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
2622017
Intensification and spatial homogenization of coastal upwelling under climate change
D Wang, TC Gouhier, BA Menge, AR Ganguly
Nature 518 (7539), 390-394, 2015
2552015
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
2042012
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 76 (2), 026209, 2007
1932007
Persisting cold extremes under 21st‐century warming scenarios
E Kodra, K Steinhaeuser, AR Ganguly
Geophysical research letters 38 (8), 2011
1892011
Changes in observed climate extremes in global urban areas
V Mishra, AR Ganguly, B Nijssen, DP Lettenmaier
Environmental Research Letters 10 (2), 024005, 2015
1522015
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
1412012
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
1262011
Higher trends but larger uncertainty and geographic variability in 21st century temperature and heat waves
AR Ganguly, K Steinhaeuser, DJ Erickson, M Branstetter, ES Parish, ...
Proceedings of the National Academy of Sciences 106 (37), 15555-15559, 2009
1202009
Multivariate and multiscale dependence in the global climate system revealed through complex networks
K Steinhaeuser, AR Ganguly, NV Chawla
Climate dynamics 39 (3-4), 889-895, 2012
1112012
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
1112007
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
972014
Intensity, duration, and frequency of precipitation extremes under 21st‐century warming scenarios
SC Kao, AR Ganguly
Journal of Geophysical Research: Atmospheres 116 (D16), 2011
922011
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
922009
Data mining for climate change and impacts
AR Ganguly, K Steinhaeuser
2008 IEEE international conference on data mining workshops, 385-394, 2008
882008
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
792012
Distributed quantitative precipitation forecasting using information from radar and numerical weather prediction models
AR Ganguly, RL Bras
Journal of Hydrometeorology 4 (6), 1168-1180, 2003
762003
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
662017
Estimating future global per capita water availability based on changes in climate and population
ES Parish, E Kodra, K Steinhaeuser, AR Ganguly
Computers & Geosciences 42, 79-86, 2012
632012
Geospatial–temporal dependence among weekly precipitation extremes with applications to observations and climate model simulations in South America
G Kuhn, S Khan, AR Ganguly, ML Branstetter
Advances in Water Resources 30 (12), 2401-2423, 2007
632007
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Articles 1–20