PUBLICATIONS and PRESENTATIONS

Ramachandran R, Graves S, Rushing J, Keiser K, Maskey M, Lin H, Conover H. ADaM Services: Scientific Data Mining in the Service Oriented Architecture Paradigm. In: Dubitsky W Data Mining Techniques in Grid Computing Environments. Data Mining Techniques in Grid Computing Environments. Wiley Publication; 2008.

Li X, Ramachandran R, Graves SJ, Movva S, Akiraju B, Emmitt D, Greco S, Atlas R, Terry J, Jusem JC. Automated Detection of frontal systems from numerical model-generated data. In: 11th ACM SIGKDD International Conference on Knowledge/Discovery/Data Mining (KDD-05). 11th ACM SIGKDD International Conference on Knowledge/Discovery/Data Mining (KDD-05). Chicago, IL; 2005.

Ramachandran R. Data Mining. In: WSR-88D Workshop. WSR-88D Workshop. National Climatic Data Center, Asheville, North Carolina; 1999.

Ramachandran R, Conover H, Graves SJ, Keiser K. Data Mining: Atmospheric Science Case Study. In: NASA Workshop on Issues in the Application of Data Mining to Scientific Data. NASA Workshop on Issues in the Application of Data Mining to Scientific Data. University of Alabama in Huntsville, Huntsville, AL; 1999.

Ramachandran R, Li X, Graves SJ, Clark R, Fitzgerald D. PEA: Phenomena Extraction Algorithm. In: 22nd International Conference on Interactive Information Processing Systems (IIPS), 86th American Meteorological Society Annual Meeting. 22nd International Conference on Interactive Information Processing Systems (IIPS), 86th American Meteorological Society Annual Meeting. Atlanta, GA; 2006.

Li X, Ramachandran R, Movva S, Graves SJ, Plale B, Vijayakumar N. Storm Clustering for Data-driven Weather Forecasting. In: AMS Annual Meeting, 24th International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology. AMS Annual Meeting, 24th International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology. New Orleans, LA; 2008.

Li X, Ramachandran R, He M, Movva S, Rushing J, Graves S. Comparing Different Thresholding Algorithms for Segmenting Auroras. Space Science Computation and IT Applications, International Conference on Information Technology. 2004 .

Ramachandran R, Nair US, Graves SJ, Tanner S, Welch R, Rushing J. Comparing Texture Feature Characterization Methods for Cumulus Cloud Classification in GOES Images. Third Workshop on Mining Scientific Datasets held in conjunction with the First SIAM conference on Data Mining. 2001 .

Graves S, Ramachandran R, Keiser K, Maskey M, Lynnes C, Pham L. Deployable Suite of Data Mining Web Services for Online Science Data Repositories. 87th AMS Annual Meeting. 2007 .

Nair US, Rushing J, Ramachandran R, Kuo K-S, Graves SJ, Welch R. Detection of Cumulus Cloud Fields in Satellite Imagery. International Symposium on Optical Science, Engineering and Instrumentation (SPIE). 1999 .

He Y, Ramachandran R, Nair US, Keiser K, Conover H, Graves SJ. Earth Science Data Mining and Knowledge Discovery Framework. SIAM International Conference on Data Mining. 2002 .

Ramachandran R, Rushing J, Conover H, Graves SJ, Keiser K. Flexible Framework for Mining Meteorological Data. American Meteorological Society's (AMS) 19th International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology. 2003 .

Zavodsky B, Lazarus S, Li X, Lueken M, Splitt M, Ramachandran R, Movva S, Graves S, Lapenta W. Intelligent Data Thinning Algorithms for Satellite Imagery. IEEE International Geoscience & Remote Sensing Symposium (IGARSS '08). 2008 .

Graves S, Li X, Ramachandran R, Lyatsky W, Tan A. An Interoperable Framework for Mining and Analysis of Space Science Data (F-MASS). NASA AISRP Workshop. 2003 .

Ramachandran R, Conover H, Graves SJ, Keiser K. Mining Earth Science Data. 8th International Symposium on Remote Sensing of Environment. 2000 .

Ramachandran R, Li X, Movva S, Rushing J, Tanner S, Graves S, Jewett B, Wilhelmson R. Mining Ensemble Model Data. Seventh Workshop on Mining Scientific and Engineering Datasets, SIAM International Conference on Data Mining. 2004 .

Graves S, Ramachandran R, Maskey M, Keiser K, Lynnes C, Pham L. Mining Scientific Data using Internet as the Computer. IEEE International Geoscience & Remote Sensing Symposium (IGARSS '08). 2008 .

Ramachandran R, Conover H, Graves SJ, Keiser K, Rushing J. The Role of Data Mining in Earth Science Data Interoperability. ASPRS Annual Conference, Conference on Remote Sensing Education (CORSE), Education for the Next Millennium. 1999 .

Graves SJ, Ramachandran R, Keiser K, Maskey M, Lynnes C. Solution Service Composition for Analysis on Online Science Data. NASA Science Technology Conference [Internet]. 2007 . Available from: http://esto.nasa.gov/conferences/nstc2007/papers/Graves_Sara_A3P1_NSTC-07-0061.pdf

Rushing J, Ramachandran R, Nair UJ, Graves SJ, Welch R, Lin H. ADaM: A Data Mining Toolkit for Scientists and Engineers. Computers & Geosciences. 2005 ;31:607-618.

Ramachandran R, Rushing J, Lin A, Conover H, Li X, Graves S, Nair US, Kuo K-S, Smith D. Data Prospecting–A Step Towards Data Intensive Science. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2013 ;6(3):1233-1241.

Li X, Ramachandran R, Movva S, Graves SJ. Noise Removal in FUV Imagery Data Using Context Information. IEEE Transactions on Knowledge and Data Engineering: Intelligent Data Preparation. 2005 ;17.

Li X, Plale B, Vijayakumar N, Ramachandran R, Graves SJ, Conover H. Real-time Storm Detection and Weather Forecast Activation through Data Mining and Events Processing. Earth Science Informatics. 2007 ;1:49-57.

Braverman A, Dobinson E, Graves SJ, Burl MC, Castano B, Hinke T, Lynnes CS, Minster B, Ramachandran R. 2nd NASA Data Mining Workshop: Issues and Applications in Earth Science. Pasadena, CA: NASA; 2006. Available from: http://datamining.itsc.uah.edu/meeting06/docs/2nd_NASA_Data_Mining_D694F.pdf