2017
Improving point-based AIS trajectory classification with partition-wise gated recurrent units.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

TrajectoryNet: an embedded GPS trajectory representation for point-based classification using recurrent neural networks.
Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017

2016
Identifying Fishing Activities from AIS Data with Conditional Random Fields.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Fishing Activity Detection from AIS Data Using Autoencoders.
Proceedings of the Advances in Artificial Intelligence, 2016