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Author: Sean Salleh

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Sean Salleh is a data scientist with experience in guiding marketing strategy from building marketing mix models, forecasting models, scenario planning models, and algorithms. He is passionate about consumer technologies and resource management. He has master's degrees in Operations Research from University of California Irvine and Mathematics from Northeastern University.

Author Posts

11/29/2013 | Blogs, Energy & power, Modeling tips & tricks, Risk & uncertainty

Electricity price forecasting via time-series, regression & nearest neighbor models

Flip the switch and the light goes on. How simple it is to take this for granted. Large-scale engineered and networked systems manage our daily electrical needs, and many…

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11/28/2013 | Blogs, Transportation & manufacturing

Predictive analytics & theories for crude oil price fluctuations using time-series models

What’s in a barrel of crude oil? For starters, its price affects global economies. The Asian Financial Crisis that started in 1997 had international investors put a lid on funding…

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11/25/2013 | Blogs

Predictive analytics for air travel demand

The recent global recession that spread since 2008 hit us hard, and commercial air travel received no dispensation. Although jet fuel prices dropped in 2009, the dwindling air…

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11/22/2013 | Blogs, Decision analysis & multi-criteria, Modeling tips & tricks, Risk & uncertainty

Risk analysis methods from probability, clustering, to multi-attribute utility theory

Machine failure, patient injury, terrorist attacks, and oil spills are just a few events we endure and have to prepare for in life. It is hard to manage things that are not …

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