PUBLICATIONS and PRESENTATIONS

Found 24 results
Filters: Keyword is data mining and Author is Rahul Ramachandran  [Clear All Filters]
2013
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.
2008
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.
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, 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 .
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.
2006
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
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.
2005
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.
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.
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.
2004
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, 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 .
2003
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 .
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 .
2001
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 .
2000
Ramachandran R, Conover H, Graves SJ, Keiser K. Mining Earth Science Data. 8th International Symposium on Remote Sensing of Environment. 2000 .
1999
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.
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 .
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 .