Machine learning algorithms for classification of the transport modes using data extracted from cellular networks data.
It is always recommended to use virtual environments and install packages from requirements.txt.
But, you can go ahead with python -m pip install numpy pandas matplotlib sklearn robustats seaborn if you want.
Data is not provided publicaly by default, but you can contact me with a request for data usage.
Run python main.py from src folder.
Text:
L. Tišljarić, D. Cvetek, V. Vareškić and M. Gregurić, "Classification of Travel Modes from Cellular Network Data Using Machine Learning Algorithms," 2021 International Symposium ELMAR, 2021, pp. 173-177, doi: 10.1109/ELMAR52657.2021.9550817.
.bib:
@INPROCEEDINGS{9550817, author={Tišljarić, Leo and Cvetek, Dominik and Vareškić, Valentin and Gregurić, Martin}, booktitle={2021 International Symposium ELMAR}, title={Classification of Travel Modes from Cellular Network Data Using Machine Learning Algorithms}, year={2021}, volume={}, number={}, pages={173-177}, doi={10.1109/ELMAR52657.2021.9550817}}