Erico N. de Souza

18 papers B 2C 3Misc 2Journal 1Unranked 10
YearRankTypeTitle / Venue / Authors
2017 B conf
Improving point-based AIS trajectory classification with partition-wise gated recurrent units.
IJCNN
Xiang Jiang, Xuan Liu, Erico N. de Souza, Baifan Hu, Daniel L. Silver, Stan Matwin
2017 B conf
Partition-wise Recurrent Neural Networks for Point-based AIS Trajectory Classification.
ESANN
Xiang Jiang, Erico N. de Souza, Xuan Liu, Behrouz Haji Soleimani, Xiaoguang Wang, Daniel L. Silver, Stan Matwin
2017 J jnl
TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks.
CoRR
Xiang Jiang, Erico N. de Souza, Ahmad Pesaranghader, Baifan Hu, Daniel L. Silver, Stan Matwin
2017 — conf
TrajectoryNet: an embedded GPS trajectory representation for point-based classification using recurrent neural networks.
CASCON
Xiang Jiang, Erico N. de Souza, Ahmad Pesaranghader, Baifan Hu, Daniel L. Silver, Stan Matwin
2016 — conf
Fishing Activity Detection from AIS Data Using Autoencoders.
Canadian AI
Xiang Jiang, Daniel L. Silver, Baifan Hu, Erico N. de Souza, Stan Matwin
2016 C conf
Identifying Fishing Activities from AIS Data with Conditional Random Fields.
FedCSIS
Baifan Hu, Xiang Jiang, Erico N. de Souza, Ronald Pelot, Stan Matwin
2015 — conf
A Density-Penalized Distance Measure for Clustering.
Canadian AI
Behrouz Haji Soleimani, Stan Matwin, Erico N. de Souza
2015 C conf
Anomaly detection in maritime data based on geometrical analysis of trajectories.
FUSION
Behrouz Haji Soleimani, Erico N. de Souza, Casey Hilliard, Stan Matwin
2015 C conf
Ship movement anomaly detection using specialized distance measures.
FUSION
Bo Liu, Erico N. de Souza, Casey Hilliard, Stan Matwin
2014 — conf
Knowledge-based clustering of ship trajectories using density-based approach.
IEEE BigData
Bo Liu, Erico N. de Souza, Stan Matwin, Marcin Sydow
2014 — conf
Traffic classification with on-line ensemble method.
GIIS
Erico N. de Souza, Stan Matwin, Stenio F. L. Fernandes
2014 — conf
Vessel route anomaly detection with Hadoop MapReduce.
IEEE BigData
Xiaoguang Wang, Xuan Liu, Bo Liu, Erico N. de Souza, Stan Matwin
2013 — conf
Improvements to Boosting with Data Streams.
Canadian AI
Erico N. de Souza, Stan Matwin
2013 — conf
Network traffic classification using AdaBoost Dynamic.
ICC Workshops
Erico N. de Souza, Stan Matwin, Stenio Fernandes
2012 — conf
Improvements to AdaBoost Dynamic.
Canadian AI
Erico N. de Souza, Stan Matwin
2011 — conf
Extending AdaBoost to Iteratively Vary Its Base Classifiers.
Canadian AI
Erico N. de Souza, Stan Matwin
2006 Misc conf
DBMS for web: The future of database management.
IRI
Erico N. de Souza, Edjander Mota
2003 Misc conf
A distributed platform to aeronautical application.
IRI
Erico N. de Souza