ITSC Senior Scientist for Modeling and Simulation Dr. Mikel D. Petty and his graduate students... Read More
PUBLICATIONS and PRESENTATIONS
Eureka Phenomena Discovery and Phenomena Mining System. American Meteorological Society (AMS) 13th International Conference on Interactive Information and Processing Systems (IIPS) for Meteorology, Oceanography and Hydrology. 1997 .
. For Scientific Data Discovery: Why Can't the Archive be More Like the Web. Ninth International Conference on Scientific Database Management,. 1997 .
. Target-Independent Mining for Scientific Data: Capturing Transients and Trends for Phenomena Mining. Third International Conference on Data Mining (KDD-97). 1997 .
. Promoting Science Data through Innovative Information Systems. In: American Geophysical Union 1998 Fall Meeting. American Geophysical Union 1998 Fall Meeting. San Francisco, CA; 1998.
. Detection of Cumulus Cloud Fields in Satellite Imagery. International Symposium on Optical Science, Engineering and Instrumentation (SPIE). 1999 .
. 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 .
. Techniques and Experience in Mining Remotely Sensed Satellite Data. Artificial Intelligence Review: Issues on the Application of Data Mining. 2000 ;14:pp 503-531.
. 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 .
. Using Association Rules as Texture Features. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2001 ;Vol 23:pp. 845-858.
. Image Segmentation Using Association Rule Features. IEEE Transactions on Image Processing. 2002 ;vol. 11:pp. 558-567.
. Coupling Data Mining with Cellular Automata to Model Dynamic Phenomena. Huntsville Simulation Conference. 2003 .
. Data Interchange in a Grid Environment: The Use of the Earth Science Markup Language (EMSL) in the Linked Environments for Atmospheric Discovery (LEAD). Supercomputing Conference 2004. 2003 .
. Data Mining on the TeraGrid. Supercomputing Conference 2003. 2003 .
. Distributed Services Technology for Earth Science Data Processing. American Meteorological Society's (AMS) 19th International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology. 2003 .
. 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 .
. Framework for Mining and Analysis of Space Science Data. SIAM International Conference on Data Mining (2003). 2003 .
. New Technologies for Improving Earth Science Data Usability. AGU Annual Meeting. 2003 .
. Augmenting Wargame AI with Data Mining Technology. AAAI Challenges in Game Artificial Intelligence Workshop. 2004 .
. Comparing Different Thresholding Algorithms for Segmenting Auroras. Space Science Computation and IT Applications, International Conference on Information Technology. 2004 .
. A Coverage Based Ensemble Algorithm (CBEA) for Streaming Data. 16th IEEE Intl. Conference on Tools with Artificial Intelligence. 2004 .
. Data Interchange in a Grid Environment: The Use of the Earth Science Markup Language (ESML) in the Linked Environments for Atmospheric Discovery (LEAD). In: Supercomputing Conference 2004. Supercomputing Conference 2004. Pittsburg, PA; 2004.
. Linked Environment for Atmospheric Discovery (LEAD): A Cyberinfrastructure for Mesocyclone Meteorology Research and Education. AMS Annual Meeting; 20th International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology. 2004 .
Mining and Modeling in the Linked Environments for Atmospheric Discovery (LEAD). In: Huntsville Simulation Conference. Huntsville Simulation Conference. Huntsville, AL; 2004.
. Mining Ensemble Model Data. Seventh Workshop on Mining Scientific and Engineering Datasets, SIAM International Conference on Data Mining. 2004 .
. Mining NEXRAD Radar Data: An Investigative Study. 80th AMS Annual Meeting, 20th International Conference on Interactive Information and Processing Systems (IPPS) for Meteorology, Oceanography, and Hydrology. 2004 .
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