Improving point-based AIS trajectory classification with partition-wise gated recurrent units.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Partition-wise Recurrent Neural Networks for Point-based AIS Trajectory Classification.
Proceedings of the 25th European Symposium on Artificial 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
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
Anomaly detection in maritime data based on geometrical analysis of trajectories.
Proceedings of the 18th International Conference on Information Fusion, 2015
Ship movement anomaly detection using specialized distance measures.
Proceedings of the 18th International Conference on Information Fusion, 2015
A Density-Penalized Distance Measure for Clustering.
Proceedings of the Advances in Artificial Intelligence, 2015
Traffic classification with on-line ensemble method.
Proceedings of the Global Information Infrastructure and Networking Symposium, 2014
Vessel route anomaly detection with Hadoop MapReduce.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Knowledge-based clustering of ship trajectories using density-based approach.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Network traffic classification using AdaBoost Dynamic.
Proceedings of the IEEE International Conference on Communications, 2013
Improvements to Boosting with Data Streams.
Proceedings of the Advances in Artificial Intelligence, 2013
Improvements to AdaBoost Dynamic.
Proceedings of the Advances in Artificial Intelligence, 2012
Extending AdaBoost to Iteratively Vary Its Base Classifiers.
Proceedings of the Advances in Artificial Intelligence, 2011
DBMS for web: The future of database management.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006
A distributed platform to aeronautical application.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003