PUBLICATIONS and PRESENTATIONS

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.

Ramachandran R, Alshayeb M, Beaumont B, Conover H, Graves SJ, Li X, Movva S, McDowell A, Smith M. Earth Science Markup Language: A Solution for Generic Access to Heterogeneous Data Sets. NASA Earth Science Technology Conference. 2001 .

Ramachandran R, Li X, Movva S, Graves S, Zavodsky B, Lazarus S, Splitt M, Lueken M. An Improved Data Reduction Tool in Support of the Real-Time Assimilation of NASA Satellite Data Streams. AMS Annual Meeting. 2007 .

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

Ramachandran R, Raghavan R, Goodman SJ. Estimating Ice Water Content Using Observed Lightning. International Conference on Atmospheric Electricity. 1996 .

Ramachandran R, Criswell E, Movva S, Rushing J, Graves S. Coupling Data Mining with Cellular Automata to Model Dynamic Phenomena. Huntsville Simulation Conference. 2003 .

Ramachandran R, Wilson B, et al. Emergent Science - a new way forward?. In: IEEE International Geoscience & Remote Sensing Symposium. IEEE International Geoscience & Remote Sensing Symposium. Honolulu, HI; 2010.

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.

Ramachandran R, Maskey M, Kulkarni A, Conover H. Create Collaboratories for Earth Science using Talkoot. [Internet]. 2012 . Available from: https://www.itsc.uah.edu/sites/default/files/ESIPmeeting2012_Talkoot_poster.jpg

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 .

Ramachandran R, Rushing J, Lin A, Kuo K-S, Clune T. Polaris: A Discovery Engine for Big Data. IGARSS. 2013 .

Ramachandran R, Movva S, Li X, Anantharam P, Graves S. WxGuru: An ontology driven chatbot prototype for Atmospheric Science Outreach and Education. In: Geoinformatics 2007 Conference. Geoinformatics 2007 Conference. San Diego, CA; 2007.

Ramachandran R, Movva S, Conover H, Lynnes C. Talkoot Software Appliance for Collaborative Science. In: IEEE International Geoscience & Remote Sensing Symposium. IEEE International Geoscience & Remote Sensing Symposium. Cape Town, South Africa; 2009.

Ramachandran R, Li X, Graves S. PEA: Phenomena Extraction Algorithm. In: LEAD NSF Site Review. LEAD NSF Site Review. University of Illinois, Urbana Champaign; 2005.

Ramachandran R, Graves SJ, Movva S, Li X. Agent Framework for Intelligent Data Processing. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS '04). IEEE International Geoscience and Remote Sensing Symposium (IGARSS '04). Anchorage, Alaska: IEEE; 2004.

Ramachandran R, Maskey M, Kulkarni A, Conover H, Nair US, Movva S. Talkoot: Software Tool to Create Collaboratories for Earth Science. Earth Science Informatics. 2012 ;5(1).

Ramachandran R, Movva S, Cherukuri P, Graves S. Noesis: An Ontology-based Semantic Search Tool and Resource Aggregator. Geoinformatics 2006. 2006 .

Ramachandran R, Movva S, Graves SJ. Ontology-based Semantic Search Tool for Atmospheric Science. 22nd International Conference on Interactive Information Processing Systems (IIPS), 86th American Meteorological Society Annual Meeting. 2006 .

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 .

Ramachandran R, Conover H, Graves SJ, Keiser K. Algorithm Development and Mining (ADaM) System for Earth Science Applications. 80th AMS Annual Meeting, Second Conference on Artificial Intelligence. 2000 .

Ramachandran R, Kuo KS, Lynnes C. Collaborative Workbench to Accelerate Science Algorithm Development. IEEE Earthzine. 2014 .

Ramachandran R, Rushing J, Li X, Kamath C, Conover H, Graves S. Bird's Eye View of Data Mining in Geosciences. In: A.K.Sinha Geoinformatics: Data to Knowledge. Geoinformatics: Data to Knowledge. Geological Society of America Special Paper 397; 2006.

Ramachandran R, Alshayeb M, Beaumont B, Conover H, Graves SJ, Hanish N, Li X, Movva S, McDowell A, Smith M. Earth Science Markup Language. 81st American Meteorological Society (AMS) Annual Meeting, 17th Conference on Interactive Information and Processing Systems for Meteorology, Oceanography, and Hydrology. 2001 .

Ramachandran R, Movva S, Berendes T, Maskey M, Chidambaram C, Hogan P, Gaskin T. GLIDER: Free Tool Imagery Data Visualization, Analysis and Mining. In: American Geophysical Union. American Geophysical Union. San Francisco, CA; 2009. Available from: http://adsabs.harvard.edu/abs/2009AGUFMIN51C.07R