Ontology highlight
ABSTRACT:
SUBMITTER: Sanchez Pedroche D
PROVIDER: S-EPMC7374311 | biostudies-literature | 2020 Jul
REPOSITORIES: biostudies-literature
Sánchez Pedroche David D Amigo Daniel D García Jesús J Molina José Manuel JM
Sensors (Basel, Switzerland) 20200706 13
This paper proposes a data preparation process for managing real-world kinematic data and detecting fishing vessels. The solution is a binary classification that classifies ship trajectories into either fishing or non-fishing ships. The data used are characterized by the typical problems found in classic data mining applications using real-world data, such as noise and inconsistencies. The two classes are also clearly unbalanced in the data, a problem which is addressed using algorithms that res ...[more]