Auroop Ganguly
Title
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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
5292017
Intensification and spatial homogenization of coastal upwelling under climate change
D Wang, TC Gouhier, BA Menge, AR Ganguly
Nature 518 (7539), 390-394, 2015
3282015
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
2572012
Persisting cold extremes under 21st‐century warming scenarios
E Kodra, K Steinhaeuser, AR Ganguly
Geophysical research letters 38 (8), 2011
2132011
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
2132007
Changes in observed climate extremes in global urban areas
V Mishra, AR Ganguly, B Nijssen, DP Lettenmaier
Environmental Research Letters 10 (2), 024005, 2015
2052015
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
1632012
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
1492011
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
1302009
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
1282012
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
1242014
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
1212017
Intensity, duration, and frequency of precipitation extremes under 21st‐century warming scenarios
SC Kao, AR Ganguly
Journal of Geophysical Research: Atmospheres 116 (D16), 2011
1132011
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
1092009
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
1082007
Data mining for climate change and impacts
AR Ganguly, K Steinhaeuser
2008 IEEE international conference on data mining workshops, 385-394, 2008
932008
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
922012
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
822003
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
772015
Regional and seasonal intercomparison of CMIP3 and CMIP5 climate model ensembles for temperature and precipitation
D Kumar, E Kodra, AR Ganguly
Climate dynamics 43 (9-10), 2491-2518, 2014
762014
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Articles 1–20