Modeling of the user behavior using convolutional and long short-term networks.

Please cite the following papers when using this work:

Aitor Almeida, Gorka Azkune. (2018) "Predicting Human Behaviour with Recurrent Neural Networks" In Applied Sciences. vol. 8. p. 305. DOI: 10.3390/app8020305.

Aitor Almeida, Gorka Azkune, Aritz Bilbao Jayo. (2018) "Embedding-level attention and multi-scale convolutional neural networks for behaviour modelling" In Proceedings of conference: Ubiquitous Intelligence & Computing 2018 (UIC 2018). DOI: 10.1109/SmartWorld.2018.00103.

ACKNOWLEDGEMENTS

This work has been supported by the European Commission under the City4Age project grant agreement (number 689731). We gratefully acknowledge the support of NVIDIA Corporation with the donation of the Titan X Pascal GPU used for this research.