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Filtering by: Creator Deng, Roy Committee Member Raich, Raviv Degree Name Master of Science (M.S.)

Predicting Properties of Bio-jet Fuels using Machine Learning and ATR-FTIR Spectroscopy

Creator:

Mayer, Morgan A.

Abstract:

High-potential molecules derived from biomass sources may suitably replace or supplement traditional nonrenewable hydrocarbon fuels to reduce pollution and fuel processing costs. Due to expensive and time-consuming property testing, models that predict key properties from optical data would initially vet potential additives before investment and bench-scale testing. Attenuated Total Reflection...

Resource Type:

Masters Thesis
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms

Creator:

Ibrahim, Shahana

Abstract:

Crowdsourcing is a popular paradigm to address the high demands for labeled data in big data deluge. It aims to produce accurate labels by eﬀectively integrating noisy, non-expert labeling from crowdsourced workers (annotators). The machine learning community has been studying eﬀective crowdsourcing methods for many years, and many models and...

Resource Type:

Masters Thesis