Study of Dimensionality Reduction and Clustering Machine Learning Algorithms for the Analysis of Ship Engine Data.
Theodoros DimitriouEmmanouil SkondrasChristos HitirisCleopatra GkolaIoannis S. PapapanagiotouDimitrios J. VergadosGeorgia FasoulaStratos KoumantakisAngelos MichalasDimitrios D. VergadosPublished in: WiCON (2023)
Keyphrases
- machine learning algorithms
- statistical analysis
- data analysis
- high dimensional data
- dimensionality reduction
- benchmark data sets
- data points
- machine learning
- learning algorithm
- data sets
- decision trees
- machine learning methods
- machine learning approaches
- active learning
- prior knowledge
- low dimensional
- k means
- association rule mining
- spectral clustering
- historical data
- random forests
- multidimensional scaling
- pattern recognition and machine learning