Abstract is missing.
- ForewordNitesh V. Chawla, Ashok N. Srivastava. [doi]
- Learning predictive models from large distributed autonomous data sourcesVasant Honavar. 1 [doi]
- Chaos, computers, and nonlinear dynamicsElizabeth Bradley. 2 [doi]
- Big Earth - Big data!Bill Mahoney. 3 [doi]
- Investigation of the climate system using Earth System modelsMarika Holland. 4 [doi]
- Big-data enabling usable climate science and services for society at the petascaleLawrence Buja, Caspar Ammann. 5 [doi]
- Juno: Mission to Jupiter's interior - and polesFran Bagenal. 6 [doi]
- Big data from the galactic planetary censusGreg P. Laughlin. 7 [doi]
- Experiences from modeling and exploiting data in air traffic controlJames K. Kuchar. 8 [doi]
- Species distribution modeling and prediction: A class imbalance problemReid A. Johnson, Nitesh V. Chawla, Jessica J. Hellmann. 9-16 [doi]
- Aircraft anomaly detection using performance models trained on fleet dataDimitry Gorinevsky, Bryan Matthews, Rodney Martin. 17-23 [doi]
- Estimation and bias correction of aerosol abundance using data-driven machine learning and remote sensingN. K. Malakar, David J. Lary, A. Moore, D. Gencaga, B. Roscoe, Arif Albayrak, Jennifer Wei. 24-30 [doi]
- Detection and characterization of non-transiting extra-solar planets in Kepler Data using reflected light variationsKevin H. Knuth, Ben Placek, Zachary Richards. 31-38 [doi]
- Machine learning enhancement of Storm Scale Ensemble precipitation forecastsDavid John Gagne II, Amy McGovern, Ming Xue. 39-46 [doi]
- Introduction to astroML: Machine learning for astrophysicsJacob VanderPlas, Andrew J. Connolly, Zeljko Ivezic, Alexander G. Gray. 47-54 [doi]
- Hierarchical structure of the Madden-Julian oscillation in infrared brightness temperature revealed through nonlinear Laplacian spectral analysisDimitrios Giannakis, Wen-wen Tung, Andrew J. Majda. 55-62 [doi]
- Time series change detection using segmentation: A case study for land cover monitoringVarun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster. 63-70 [doi]
- Importance of vegetation type in forest cover estimationAnuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael Steinbach, Vipin Kumar. 71-78 [doi]
- Data visualization techniques for airspace flow modelingAude Marzuoli, Christophe Hurter, Eric Feron. 79-86 [doi]
- A technique to improve the quality of accumulated fieldsValliappa Lakshmanan, Madison Miller, Travis M. Smith. 87-95 [doi]
- EddyScan: A physically consistent ocean eddy monitoring applicationJames H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita. 96-103 [doi]
- A new data mining framework for forest fire mappingXi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio. 104-111 [doi]
- Learning ensembles of Continuous Bayesian Networks: An application to rainfall predictionScott Hellman, Amy McGovern, Ming Xue. 112-117 [doi]
- Data Understanding using Semi-Supervised ClusteringVasudha Bhatnagar, Rashmi Dobariyal, Priya Jain, Ashish Mahabal. 118-123 [doi]
- Characterization of traffic and structure in the U.S. airport networkVineet Mehta, Feanil Patel, Yan Glina, Matthew C. Schmidt, Benjamin A. Miller, Nadya Travinin Bliss. 124-129 [doi]
- Mining time-lagged relationships in spatio-temporal climate dataJaya Kawale, Stefan Liess, Vipin Kumar, Upmanu Lall, Auroop R. Ganguly. 130-135 [doi]
- Improved Interferometric Synthetic Aperture Radar processing via advanced co-registration and phase correction techniquesMozhdeh Shahbazi, Mahdi Motagh. 136-141 [doi]