Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data.
Lei DuFloris GoerlandtPentti KujalaPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- data analysis
- data sets
- statistical analysis
- high dimensional data
- descriptive statistics
- data collection
- high quality
- data analysis tasks
- data mining methods
- noisy data
- data acquisition
- database
- training data
- data structure
- complex patterns
- statistical tests
- significant improvement
- data reduction
- knowledge discovery
- statistical methods
- data representations
- data points
- data processing
- data mining techniques
- raw data
- risk analysis
- machine learning
- risk assessment
- preprocessing
- events occurring
- probability distribution
- spectral clustering
- human activities
- sensor data
- synthetic data
- feature selection
- input data
- image data