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Auroop R Ganguly
Auroop R Ganguly
COE Distinguished Professor, Fellow ASCE, Distinguished Member ACM, Northeastern University, Boston
Verified email at northeastern.edu - Homepage
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
13512017
Intensification and spatial homogenization of coastal upwelling under climate change
D Wang, TC Gouhier, BA Menge, AR Ganguly
Nature 518 (7539), 390-394, 2015
4872015
Changes in observed climate extremes in global urban areas
V Mishra, AR Ganguly, B Nijssen, DP Lettenmaier
Environmental Research Letters 10 (2), 024005, 2015
3452015
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
3442012
Persisting cold extremes under 21st‐century warming scenarios
E Kodra, K Steinhaeuser, AR Ganguly
Geophysical research letters 38 (8), 2011
3112011
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
3002017
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
2382007
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
1992012
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
1902014
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
1702019
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
1662011
Intensity, duration, and frequency of precipitation extremes under 21st‐century warming scenarios
SC Kao, AR Ganguly
Journal of Geophysical Research: Atmospheres 116 (D16), 2011
1652011
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
1612009
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
1562012
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
1252009
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
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
1072012
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
1052015
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
1052014
Data mining for climate change and impacts
AR Ganguly, K Steinhaeuser
2008 IEEE international conference on data mining workshops, 385-394, 2008
1002008
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Articles 1–20