The work was based upon
http://www.nabinkm.com/2014/04/pm25-map-by-fusing-machine-learning-and.html
and our collaboration over the summer. We expanded the prototype to the northeast, and got nice results.
NASA JPL
I am a computational physicist working on societal applications of machine-learning techniques.
My research interests span multi-disciplinary fields involving Societal applications of Machine Learning, Decision-theoretic approach to automated Experimental Design, Bayesian statistical data analysis and signal processing.
Interested about the picture? Autonomous experimental design allows us to answer the question of where to take the measurements. More about it is here...
I addition to the research, I also like to hike, bike, read and play with water color.
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Nabin K. Malakar, Ph.D.
Worcester State University, MA
Research Interests
Societal applications of machine learning and remote sensing, Bayesian data analysis and signal processing, intelligent instruments, multisensor fusion etc.