Érico N. de Souza

Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning

Érico N. de Souza, Kristina Boerder, Stan Matwin et al. · PLoS ONE · 2016 · 229 citations · Full text

Knowledge-based clustering of ship trajectories using density-based approach

Bo Liu, Érico N. de Souza, Stan Matwin et al. · 2014 · 74 citations

Engineering, Ship Maneuvering, Marine Engineering +19

TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks

Xiang Jiang, Érico N. de Souza, Ahmad Pesaranghader et al. · arXiv (Cornell University) · 2017 · 25 citations · Full text

Geometric Learning, Location Tracking, Location Information +14

Vessel route anomaly detection with Hadoop MapReduce

Xiaoguang Wang, Xuan Liu, Bo Liu et al. · 2014 · 23 citations

Cluster Computing, Anomaly Detection, Machine Learning +21

Anomaly detection in maritime data based on geometrical analysis of trajectories

Behrouz Haji Soleimani, Érico N. de Souza, Casey Hilliard et al. · International Conference on Information Fusion · 2015 · 20 citations

Artificial Intelligence, Anomaly Detection, Ship Maneuvering +23