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SMART Seminar Series

October 16, 2018 @ 10:30 am - 11:30 am

Free

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Presenter – Dean Marchiori

DEAN MARCHIORI BIO

Dean Marchiori is the Data Science Team Leader at Internetrix, a technology company¬† delivering customised digital product and service outcomes to businesses around Australia, Asia and Europe. After working initially as an equities trader, Dean has since consulted on a range of complex data problems for some of Australia’s biggest companies across banking, share trading, technology, health and not for profits.

Unsupervised outlier detection systems for e-commerce

Abstract

For large e-commerce businesses, monitoring the rate at which users convert on their websites is essential. Given conversion rate data exhibits certain unique characteristics such as sub-daily time series, multiple seasonality, presence of trend and strictly non-negative values, detecting outliers by business users is non-trivial. We have explored a range of time series outlier detection methods to test and build a system for automatic outlier detection for e-commerce businesses.

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Details

Date:
October 16, 2018
Time:
10:30 am - 11:30 am
Cost:
Free
Events Category:
Events Tags:
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Website:
http://smart.uow.edu.au

Organiser

SMART Infrastructure Facility
Phone:
+61242215031
Email:
smart-facility@uow.edu.au
Website:
http://smart.uow.edu.au/

Venue

Building 6 SMART, Room 105
University of Wollongong Northfields Avenue, Northfields Avenue
Keiraville, NSW 2500 AU
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