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Full-Text Articles in Engineering
Predicting Unethical Physician Behavior At Scale: A Distributed Computing Framework, Quinn Keck, Robert Sandor, Miguel Romero, Diane Woodbridge, Paul Intrevado
Predicting Unethical Physician Behavior At Scale: A Distributed Computing Framework, Quinn Keck, Robert Sandor, Miguel Romero, Diane Woodbridge, Paul Intrevado
Creative Activity and Research Day - CARD
As the amount of publicly shared data increases,
developing a robust pipeline to stream, store and process data is
critical, as the casual user often lacks the technology, hardware
and/or skills needed to work with such voluminous data. In
this research, the authors employ Amazon EC2 and EMR,
MongoDB, and Spark MLlib to explore 28.5 gigabytes of CMS
Open Payments data in an attempt to identify physicians who
may have a high propensity to act unethically, owing to significant
transfers of wealth from medical companies. A Random Forest
Classifier is employed to predict the top decile of physicians who
have …
Quantum Criticism, Ashwini Badgujar, Paul Intrevado, Andrew Wang, Kai Yu, David Guy Brizan
Quantum Criticism, Ashwini Badgujar, Paul Intrevado, Andrew Wang, Kai Yu, David Guy Brizan
Creative Activity and Research Day - CARD
Quantum Criticism scrapes data from the News Articles and performs Sentiment Analysis.