A framework for ship abnormal behaviour detection and classification using AIS data.
Hao RongÂngelo Palos TeixeiraCarlos Guedes SoaresPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- data sets
- database
- data sources
- high quality
- data structure
- synthetic data
- input data
- data analysis
- support vector
- machine learning
- classification accuracy
- anomaly detection
- data reduction
- data distribution
- training samples
- data processing
- large scale data sets
- image data
- knowledge discovery
- data points
- probability distribution
- end users
- detection algorithm
- high dimensional data
- data model
- sensor data
- prior knowledge
- missing values
- raw data
- original data
- pattern recognition
- feature selection