Forecasting store foot traffic using facial recognition, time series and support vector machines

In this paper, we explore data collected in a pilot project that used a digital camera and facial recognition to detect foot traffic to a sports store. Using a time series approach, we model daily incoming store traffic under three classes (all faces, female, male) and compare six forecasting approa...

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Bibliographic Details
Main Author: Cortez, Paulo (author)
Other Authors: Matos, Luis Miguel Rocha (author), Pereira, Pedro José (author), Santos, Nuno (author), Duque, Duarte (author)
Format: conferencePaper
Language:eng
Published: 2017
Subjects:
Data mining
Facial recognition
Time series forecasting
Support vector machine
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
Online Access:http://hdl.handle.net/1822/43068
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/43068

Internet

http://hdl.handle.net/1822/43068

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