Online travel mode detection method using automated machine learning and feature engineering

2019 ◽  
Vol 101 ◽  
pp. 1201-1212 ◽  
Author(s):  
Elton F. de S. Soares ◽  
Carlos Alberto V. Campos ◽  
Sidney C. de Lucena
Keyword(s):  
Machine Learning ◽  
Detection Method ◽  
Feature Engineering ◽  
Travel Mode ◽  
Mode Detection ◽  
Automated Machine Learning ◽  
Online Travel

scholarly journals Travel mode detection method based on big smartphone global positioning system tracking data

2017 ◽  
Vol 9 (6) ◽  
pp. 168781401770813 ◽  
Author(s):  
Chaoran Zhou ◽  
Hongfei Jia ◽  
Jingxin Gao ◽  
Lili Yang ◽  
Yixiong Feng ◽  
...  
Keyword(s):  
Global Positioning System ◽  
Detection Method ◽  
Positioning System ◽  
Tracking Data ◽  
Travel Mode ◽  
Mode Detection ◽  
Global Positioning ◽  
Global Positioning System Tracking

Recurrent Neural Networks for Online Travel Mode Detection

2019 ◽  
Author(s):  
Elton F. de S. Soares ◽  
Hojjat Salehinejad ◽  
Carlos Alberto V. Campos ◽  
Shahrokh Valaee
Keyword(s):  
Neural Networks ◽  
Recurrent Neural Networks ◽  
Travel Mode ◽  
Mode Detection ◽  
Online Travel

Bandit-Based Automated Machine Learning

2018 ◽  
Author(s):  
Silvia Cristina Nunes das Dores ◽  
Carlos Soares ◽  
Duncan Ruiz
Keyword(s):  
Machine Learning ◽  
Automated Machine Learning
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