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Auroop R. Ganguly
Full Professor, Northeastern University
Joined
June 2019
Names
Auroop R. Ganguly
,
Auroop Ganguly
,
Auroop Ratan Ganguly
Emails
****@neu.edu
(Confirmed)
,
****@northeastern.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Career & Education History
Full Professor
Northeastern University
(northeastern.edu)
2011
–
Present
Principal Researcher
Oak Ridge National Laboratory
(ornl.gov)
2004
–
2011
PhD student
Massachusetts Institute of Technology
(mit.edu)
1995
–
2002
Advisors, Relations & Conflicts
Coauthor
Vipin Kumar
2005
–
2023
PhD Advisor
Rafael Bras
1995
–
2001
Expertise
CyberSEES
Present
Big Data Science &Engineering
,
CyberInfra Frmwrk 21st (CIF21)
,
Big Data Science &Engineering
Present
Probabilistic models
,
deep learning
,
computer vision
Present
Weather
,
climate
,
and sustainability
Present
Publications
Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning
Thomas Vandal
,
Evan Kodra
,
Jennifer G. Dy
,
Sangram Ganguly
,
Ramakrishna R. Nemani
,
Auroop R. Ganguly
2018 (modified: 12 Nov 2022)
KDD 2018
Readers:
Everyone
Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version
Thomas Vandal
,
Evan Kodra
,
Sangram Ganguly
,
Andrew R. Michaelis
,
Ramakrishna R. Nemani
,
Auroop R. Ganguly
2018 (modified: 10 Nov 2022)
IJCAI 2018
Readers:
Everyone
DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution
Thomas Vandal
,
Evan Kodra
,
Sangram Ganguly
,
Andrew R. Michaelis
,
Ramakrishna R. Nemani
,
Auroop R. Ganguly
2017 (modified: 12 Nov 2022)
KDD 2017
Readers:
Everyone
An exploration of climate data using complex networks
Karsten Steinhaeuser
,
Nitesh V. Chawla
,
Auroop R. Ganguly
2009 (modified: 12 Nov 2022)
KDD Workshop on Knowledge Discovery from Sensor Data 2009
Readers:
Everyone
Incremental Anomaly Detection Approach for Characterizing Unusual Profiles
Yi Fang
,
Olufemi A. Omitaomu
,
Auroop R. Ganguly
2008 (modified: 12 Nov 2022)
KDD Workshop on Knowledge Discovery from Sensor Data 2008
Readers:
Everyone
Co-Authors
Andrew R. Michaelis
Evan Kodra
Jennifer G. Dy
Karsten Steinhaeuser
Nitesh V. Chawla
Olufemi A. Omitaomu
Ramakrishna R. Nemani
Sangram Ganguly
Thomas Vandal
Yi Fang