Jason S.


Washington, DC

Member since:

January 28, 2013


What is your level of experience with Statistics, Predictive Analytics, Machine Learning and/or Data Mining?

High; mostly with time-series (audio signal) classification and particularly with human-mimetic kernels and classification/categorization; also recent work with active kernel learning.

What tools and technologies do you use?

Kernel machines (SVM, RVM), Bayesian (Naive Bayes, etc.), class-specific method, human-mimetic kernels and classification.

What do you hope to get out of this group?

Better understanding of uses of this technology in other (commercial) domains, new insight and other approaches for my current domains, potential teaming and future joint efforts.


Physicist, acoustician, entrepreneur, and occasional ethicist. Chief scientist at Applied Research in Acoustics LLC (ARiA) developing machine learning for active classification in military sensing, simulation-based training, and game-based learning.

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