CIDU

Publications

2012

Vasudha Bhatnagar, Rashmi Dobariyal, Priya Jain, Ashish Mahabal
Data Understanding using Semi-Supervised Clustering. CIDU (2012)
Jaya Kawale, Stefan Liess, Vipin Kumar, Upmanu Lall, Auroop R. Ganguly
Mining time-lagged relationships in spatio-temporal climate data. CIDU (2012)
Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio
A new data mining framework for forest fire mapping. CIDU (2012)
Bill Mahoney
Big Earth - Big data! CIDU (2012)
Aude Marzuoli, Christophe Hurter, Eric Feron
Data visualization techniques for airspace flow modeling. CIDU (2012)
Valliappa Lakshmanan, Madison Miller, Travis M. Smith
A technique to improve the quality of accumulated fields. CIDU (2012)
Fran Bagenal
Juno: Mission to Jupiter's interior - and poles. CIDU (2012)
David John Gagne II, Amy McGovern, Ming Xue
Machine learning enhancement of Storm Scale Ensemble precipitation forecasts. CIDU (2012)
Greg P. Laughlin
Big data from the galactic planetary census. CIDU (2012)
James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita
EddyScan: A physically consistent ocean eddy monitoring application. CIDU (2012)
Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar
Importance of vegetation type in forest cover estimation. CIDU (2012)
Kevin H. Knuth, Ben Placek, Zachary Richards
Detection and characterization of non-transiting extra-solar planets in Kepler Data using reflected light variations. CIDU (2012)
Jacob VanderPlas, Andrew J. Connolly, Zeljko Ivezic, Alexander G. Gray
Introduction to astroML: Machine learning for astrophysics. CIDU (2012)
Nitesh V. Chawla, Ashok N. Srivastava
Foreword. CIDU (2012)
Nabin K. Malakar, David J. Lary, A. Moore, D. Gencaga, Bryan Roscoe, Arif Albayrak, Jennifer Wei
Estimation and bias correction of aerosol abundance using data-driven machine learning and remote sensing. CIDU (2012)
Vineet Mehta, Feanil Patel, Yan Glina, Matthew C. Schmidt, Benjamin A. Miller, Nadya Travinin Bliss
Characterization of traffic and structure in the U.S. airport network. CIDU (2012)
Elizabeth Bradley
Chaos, computers, and nonlinear dynamics. CIDU (2012)
2012 Conference on Intelligent Data Understanding, CIDU 2012, Boulder, CO, USA, October 24-26, 2012 CIDU (2012)
Dimitrios Giannakis, Wen-wen Tung, Andrew J. Majda
Hierarchical structure of the Madden-Julian oscillation in infrared brightness temperature revealed through nonlinear Laplacian spectral analysis. CIDU (2012)
Scott Hellman, Amy McGovern, Ming Xue
Learning ensembles of Continuous Bayesian Networks: An application to rainfall prediction. CIDU (2012)
Dimitry Gorinevsky, Bryan L. Matthews, Rodney Martin
Aircraft anomaly detection using performance models trained on fleet data. CIDU (2012)
James K. Kuchar
Experiences from modeling and exploiting data in air traffic control. CIDU (2012)
Lawrence Buja, Caspar Ammann
Big-data enabling usable climate science and services for society at the petascale. CIDU (2012)
Reid A. Johnson, Nitesh V. Chawla, Jessica J. Hellmann
Species distribution modeling and prediction: A class imbalance problem. CIDU (2012)
Mozhdeh Shahbazi, Mahdi Motagh
Improved Interferometric Synthetic Aperture Radar processing via advanced co-registration and phase correction techniques. CIDU (2012)
Marika Holland
Investigation of the climate system using Earth System models. CIDU (2012)
Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster
Time series change detection using segmentation: A case study for land cover monitoring. CIDU (2012)
Vasant G. Honavar
Learning predictive models from large distributed autonomous data sources. CIDU (2012)

2011

2010