Homepage of Chandrika Kamath

IDEALS (Improving Data Exploration and Analysis at Large Scale)

Publications:

• Juliette Franzman, "Understanding the Effects of Tapering on Gaussian Process Regression," student poster, Student and Post-Doc Poster Session, Conference on Data Analysis, February 25-27, 2020, Santa Fe, New Mexico.

• Ravi Brannon Ponmalai, "Self-Organizing Maps and Their Applications to Data Analysis," student poster, Student and Post-Doc Poster Session, Conference on Data Analysis, February 25-27, 2020, Santa Fe, New Mexico. Honorable Mention.

• Chandrika Kamath, "Building High-Density, Additively-Manufactured Metal Parts - A Retrospective Look From a Data Analysis Perspective", invited presentation, Conference on Data Analysis, February 25-27, 2020, Santa Fe, New Mexico.

• C. Kamath, "Compressing unstructured mesh data from simulations using machine learning," International Journal of Data Science and Analytics, Volume 9, pp 113-130, 2020.  https://doi.org/10.1007/s41060-019-00180-6  

• Chandrika Kamath,"Intelligent Exploration of Large-Scale Data: What Can We Learn in Two Passes?," Proceedings, IEEE International Conference on Big Data, pp 1831-1840, Los Angeles, CA, December 2019. https://doi.org/10.1109/BigData47090.2019.9006272  
  

• Chandrika Kamath, "Selecting parameters for image processing algorithms: A case study using retinal image segmentation," Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2019. Available at:  https://www.osti.gov/biblio/1573455-selecting-parameters-image-processing-algorithms-case-study-using-retinal-image-segmentation
  

• Ravi Ponmalai and Chandrika Kamath, "Self-Organizing Maps and Their Applications to Data Analysis," LLNL Technical report LLNL-TR-791165, 20 September 2019. Available at:
  https://www.osti.gov/biblio/1566795-self-organizing-maps-applications-data-analysis
  

• Juliette Franzman  and Chandrika Kamath, "Understanding the Effects of Tapering on Gaussian Process Regression," LLNL-TR-787826. 19 August 2019. Available at  https://www.osti.gov/biblio/1558874-understanding-effects-tapering-gaussian-process-regression