PUBLICATIONS and PRESENTATIONS

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 .

Behnke J, Dobinson E, Graves SJ, Hinke T, Nichols D, Stolorz P. NASA Workshop on Issues in the Application of Data Mining to Scientific Data, Final Report. University of Alabama in Huntsville; 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 .

Li X, Christopher SA, Chou J, Welch R. Estimation of Shortwave Direct Radiative Forcing of Biomass Burning Aerosols Using New Angular Models. Journal of Applied Meteorology. 2000 ;39:2278-2291.

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

Hinke T, Rushing J, Ranganath HS, Graves SJ. Techniques and Experience in Mining Remotely Sensed Satellite Data. Artificial Intelligence Review: Issues on the Application of Data Mining. 2000 ;14:pp 503-531.

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 SJ. Creating an Environment for Scientific Data Mining. The Society for Industrial and Applied Mathematics (SIAM) - Third Workshop on Mining Scientific Datasets. 2001 .

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 .

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 .

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 .

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.

Lin H, Cheedella S, Rushing J, Anderson M, Keiser K, Graves SJ. Mining and Analysis of Traffic Safety and Roadway Condition Data. In: Traffic Research Forum 2005 Conference. Traffic Research Forum 2005 Conference. ; 2005.

Sandi Redman. Mining on the Grid with ADaM. In: SURA Cyberinfrastructure Workshop: Grid Application Planning and Implementation. SURA Cyberinfrastructure Workshop: Grid Application Planning and Implementation. Atlanta, GA; 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.

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

Graves SJ. A Hybrid Object-based/Pixel-based Classification Approach to Detect Geophysical Phenomena. In: Second NASA Data Mining Workshop: Issues and Applications in Earth Science. Second NASA Data Mining Workshop: Issues and Applications in Earth Science. Pasadena, CA; 2006.

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.

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 .

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.