Auroop R. Ganguly

Esther S. Parish, Evan Kodra, Karsten Steinhaeuser, Auroop R. Ganguly: Estimating future global per capita water availability based on changes in climate and population. Computers & Geosciences 42: 79-86 (2012)

Jaya Kawale, Stefan Liess, Vipin Kumar, Upmanu Lall, Auroop R. Ganguly: Mining time-lagged relationships in spatio-temporal climate data. CIDU 2012: 130-135

Debasish Das, Evan Kodra, Zoran Obradovic, Auroop R. Ganguly: Mining Extremes: Severe Rainfall and Climate Change. ECAI 2012: 899-900

Debasish Das, Auroop R. Ganguly, Snigdhansu Chatterjee, Vipin Kumar, Zoran Obradovic: Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes. IGARSS 2012: 1948-1951

Soumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly: Sparse Group Lasso: Consistency and Climate Applications. SDM 2012: 47-58

Forrest M. Hoffman, J. Walter Larson, Richard Tran Mills, Bjørn-Gustaf J. Brooks, Auroop R. Ganguly, William W. Hargrove, Jian Huang, Jitendra Kumar, Ranga Raju Vatsavai: Data Mining in Earth System Science (DMESS 2011). Procedia CS 4: 1450-1455 (2011)

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly: Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science. Statistical Analysis and Data Mining 4(5): 497-511 (2011)

Alex Pelan, Karsten Steinhaeuser, Nitesh V. Chawla, Dilkushi A. de Alwis Pitts, Auroop R. Ganguly: Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system. CIDM 2011: 239-245

Jaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar: Data Guided Discovery of Dynamic Climate Dipoles. CIDU 2011: 30-44

Soumyadeep Chatterjee, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly: Sparse Group Lasso for Regression on Land Climate Variables. ICDM Workshops 2011: 1-8

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly: Comparing Predictive Power in Climate Data: Clustering Matters. SSTD 2011: 39-55

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly: An exploration of climate data using complex networks. SIGKDD Explorations 12(1): 25-32 (2010)

Varun Chandola, Olufemi A. Omitaomu, Auroop R. Ganguly, Ranga Raju Vatsavai, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 12(2): 50-53 (2010)

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly: Complex Networks In Climate Science: Progress, Opportunities And Challenges. CIDU 2010: 16-26

Caitlin Race, Michael Steinbach, Auroop R. Ganguly, Fredrick H. M. Semazzi, Vipin Kumar: 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. CIDU 2010: 204-212

Mohamed Medhat Gaber, Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Auroop R. Ganguly (Eds.): Knowledge Discovery from Sensor Data, Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5840, Springer 2010, isbn 978-3-642-12518-8

João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber: Knowledge discovery from data streams. Intell. Data Anal. 13(3): 403-404 (2009)

Amrudin Agovic, Arindam Banerjee, Auroop R. Ganguly, Vladimir Protopopescu: Anomaly detection using manifold embedding and its applications in transportation corridors. Intell. Data Anal. 13(3): 435-455 (2009)

Olufemi A. Omitaomu, Ranga Raju Vatsavai, Auroop R. Ganguly, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 11(2): 84-87 (2009)

Olufemi A. Omitaomu, Auroop R. Ganguly, Bruce W. Patton, Vladimir A. Protopopescu: Anomaly Detection in Radiation Sensor Data With Application to Transportation Security. IEEE Transactions on Intelligent Transportation Systems 10(2): 324-334 (2009)

Auroop R. Ganguly, Karsten Steinhaeuser, Alexander Sorokine, Esther S. Parish, Shih-Chieh Kao, Marcia Branstetter: Geographic analysis & visualization of climate extremes for the Quadrennial Defense Review. GIS 2009: 542-543

David Erickson, Jamison Daniel, Melissa Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson, Lesley Ott, Eric Neilson: Data Mining Geophysical Content from Satellites and Global Climate Models. ICDM Workshops 2009: 214-216

Shih-Chieh Kao, Auroop R. Ganguly, Karsten Steinhaeuser: Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate. ICDM Workshops 2009: 223-230

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly: An exploration of climate data using complex networks. KDD Workshop on Knowledge Discovery from Sensor Data 2009: 23-31

Olufemi A. Omitaomu, Auroop R. Ganguly, João Gama, Ranga Raju Vatsavai, Nitesh V. Chawla, Mohamed Medhat Gaber (Eds.): Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, Paris, France, June 28, 2009. ACM 2009, isbn 978-1-60558-668-7

Ranga Raju Vatsavai, Olufemi A. Omitaomu, Joao Gama, Nitesh V. Chawla, Mohamed Medhat Gaber, Auroop R. Ganguly: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 10(2): 68-73 (2008)

Auroop R. Ganguly, Karsten Steinhaeuser: Data Mining for Climate Change and Impacts. ICDM Workshops 2008: 385-394

Yi Fang, Olufemi A. Omitaomu, Auroop R. Ganguly: Incremental Anomaly Detection Approach for Characterizing Unusual Profiles. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 190-202

Yi Fang, Auroop R. Ganguly, Nagendra Singh, Veeraraghavan Vijayaraj, Neal Feierabend, David T. Potere: Online change detection: Monitoring land cover from remotely sensed data. ICDM Workshops 2006: 626-631