Sequential vs. batch machine-learning with evolutionary hyperparameter optimization for segmenting aortic dissection thrombus.
Cosmin Adrian MorariuMalte ThomasJosef PauliDaniel Sebastian DohleKonstantinos TsagakisPublished in: ICPR (2016)
Keyphrases
- machine learning
- evolutionary optimization
- model selection
- pattern recognition
- computer vision
- optimization problems
- quantitative evaluation
- machine learning algorithms
- optimization approaches
- genetic algorithm
- evolutionary computation
- optimization algorithm
- knowledge acquisition
- text mining
- support vector machine
- optimization process
- learning algorithm
- gaussian processes
- medical images
- data mining
- artificial intelligence
- image segmentation
- machine learning methods
- multi objective
- global optimization
- computational biology
- estimation of distribution algorithms
- active learning
- decision trees