Auroop R. Ganguly

According to our database1, Auroop R. Ganguly authored at least 48 papers between 2002 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
Resilience of the U.S. National Airspace System Airport Network.
IEEE Trans. Intelligent Transportation Systems, 2018

Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Extreme Values from Spatiotemporal Chaos: Precipitation Extremes and Climate Variability.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
Climate Adaptation, Introduction.
Proceedings of the Encyclopedia of GIS., 2017

Informing Climate Adaptation with Earth System Models and Big Data.
Proceedings of the Encyclopedia of GIS., 2017

Climate Extremes and Informing Adaptation.
Proceedings of the Encyclopedia of GIS., 2017


Climate and Human Stresses on the Water-Energy-Food Nexus.
Proceedings of the Encyclopedia of GIS., 2017


Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data.
IEEE Trans. Knowl. Data Eng., 2017

DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2015
A Bayesian Sparse Generalized Linear Model With an Application to Multiscale Covariate Discovery for Observed Rainfall Extremes Over the United States.
IEEE Trans. Geoscience and Remote Sensing, 2015

Climate Adaptation Informatics: Water Stress on Power Production.
Computing in Science and Engineering, 2015

2014
Theory-Guided Data Science for Climate Change.
IEEE Computer, 2014

2013
Towards a Characterization and Systematic Evaluation Framework for Theories and Models of Human, Social, Behavioral, and Cultural Processes within Agent-Based Models.
Proceedings of the Managing Complexity: Practical Considerations in the Development and Application of ABMs to Contemporary Policy Challenges, 2013

A graph-based approach to find teleconnections in climate data.
Statistical Analysis and Data Mining, 2013

2012
Estimating future global per capita water availability based on changes in climate and population.
Computers & Geosciences, 2012

Sparse Group Lasso: Consistency and Climate Applications.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Spatiotemporal data mining in the era of big spatial data: algorithms and applications.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2012

Mining Extremes: Severe Rainfall and Climate Change.
Proceedings of the ECAI 2012, 2012

Mining time-lagged relationships in spatio-temporal climate data.
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

2011
Creating Knowledge for Business Decision Making.
Proceedings of the Encyclopedia of Knowledge Management, Second Edition, 2011

Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science.
Statistical Analysis and Data Mining, 2011

Data Mining in Earth System Science (DMESS 2011).
Proceedings of the International Conference on Computational Science, 2011

Comparing Predictive Power in Climate Data: Clustering Matters.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Sparse Group Lasso for Regression on Land Climate Variables.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Data Guided Discovery of Dynamic Climate Dipoles.
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010
Knowledge discovery from sensor data (SensorKDD).
SIGKDD Explorations, 2010

Complex Networks In Climate Science: Progress, Opportunities And Challenges.
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming Scenarios.
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009
Anomaly Detection in Radiation Sensor Data With Application to Transportation Security.
IEEE Trans. Intelligent Transportation Systems, 2009

Knowledge discovery from sensor data (SensorKDD).
SIGKDD Explorations, 2009

Knowledge discovery from data streams.
Intell. Data Anal., 2009

Anomaly detection using manifold embedding and its applications in transportation corridors.
Intell. Data Anal., 2009

An exploration of climate data using complex networks.
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009

Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate.
Proceedings of the ICDM Workshops 2009, 2009

Data Mining Geophysical Content from Satellites and Global Climate Models.
Proceedings of the ICDM Workshops 2009, 2009

Geographic analysis & visualization of climate extremes for the Quadrennial Defense Review.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008
Knowledge discovery from sensor data (SensorKDD).
SIGKDD Explorations, 2008

Incremental Anomaly Detection Approach for Characterizing Unusual Profiles.
Proceedings of the Knowledge Discovery from Sensor Data, 2008

Data Mining for Climate Change and Impacts.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
Offshoring: The Transition From Economic Drivers Toward Strategic Global Partnership and 24-Hour Knowledge Factory.
JECO, 2007

2006
Online change detection: Monitoring land cover from remotely sensed data.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2002
A hybrid approach to improving rainfall forecasts.
Computing in Science and Engineering, 2002


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