Three-year review of the 2018–2020 SHL challenge on transportation and locomotion mode recognition from mobile sensors
The Sussex-Huawei Locomotion-Transportation (SHL) Recognition Challenges aim to
advance and capture the state-of-the-art in locomotion and transportation mode recognition …
advance and capture the state-of-the-art in locomotion and transportation mode recognition …
Enabling reproducible research in sensor-based transportation mode recognition with the Sussex-Huawei dataset
Transportation and locomotion mode recognition from multimodal smartphone sensors is
useful for providing just-in-time context-aware assistance. However, the field is currently …
useful for providing just-in-time context-aware assistance. However, the field is currently …
Smartphone-based vehicle telematics: A ten-year anniversary
Just as it has irrevocably reshaped social life, the fast growth of smartphone ownership is
now beginning to revolutionize the driving experience and change how we think about …
now beginning to revolutionize the driving experience and change how we think about …
Mobile Systems applied to Traffic Management and Safety: a state of the art
V Astarita, DC Festa, VP Giofrè - Procedia computer science, 2018 - Elsevier
Mobile systems applied to traffic management and control and traffic safety have the
potential to shape the future of road transportation. The following innovations, that will be …
potential to shape the future of road transportation. The following innovations, that will be …
Review of transportation mode detection approaches based on smartphone data
M Nikolic, M Bierlaire - 17th Swiss Transport Research …, 2017 - infoscience.epfl.ch
The usage of smartphones has rapidly increased during the last years. In addition to
communication capabilities, they are also equipped with several sensors, and are usually …
communication capabilities, they are also equipped with several sensors, and are usually …
Early transportation mode detection using smartphone sensing data
The advancement in sensing technology has enabled the development of various
applications for activity recognition using smartphone sensor data. One of the useful …
applications for activity recognition using smartphone sensor data. One of the useful …
Transportation mode detection by embedded sensors based on ensemble learning
B Alotaibi - IEEE Access, 2020 - ieeexplore.ieee.org
Context-aware computing has become a certainty due to the widespread use of smartphone
devices equipped with sensors. A wide range of services, such as vehicular traffic …
devices equipped with sensors. A wide range of services, such as vehicular traffic …
A framework of combining short-term spatial/frequency feature extraction and long-term IndRNN for activity recognition
Smartphone-sensors-based human activity recognition is attracting increasing interest due
to the popularization of smartphones. It is a difficult long-range temporal recognition …
to the popularization of smartphones. It is a difficult long-range temporal recognition …
Transportation mode detection using crowdsourced smartphone data
P Nirmal, I Disanayaka, D Haputhanthri… - … 28th Conference of …, 2021 - ieeexplore.ieee.org
Smartphones have gained immense popularity among people and they incorporate several
sophisticated capabilities like sensors that broaden the domain of usability. Consequently …
sophisticated capabilities like sensors that broaden the domain of usability. Consequently …
Classification of users' transportation modalities from mobiles in real operating conditions
The modern mobile phones and the complete digitalization of the public and private
transport networks have allowed to access useful information to understand the user's mean …
transport networks have allowed to access useful information to understand the user's mean …