Characterization and classification of adherent cells in monolayer culture using automated tracking and evolutionary algorithms.
Zhen ZhangMatthew BedderStephen L. SmithDawn C. WalkerSaqib ShabirJennifer SouthgatePublished in: Biosyst. (2016)
Keyphrases
- evolutionary algorithm
- automated classification
- pattern recognition
- classification accuracy
- multi objective
- feature extraction
- particle filter
- multi objective optimization
- real time
- optimization problems
- machine learning
- feature vectors
- classification systems
- support vector
- preprocessing
- decision trees
- classification scheme
- genetic algorithm
- fitness function
- classification algorithm
- motion model
- object tracking
- training set
- feature space
- automatic classification
- visual tracking
- appearance model
- kalman filter
- classification method
- decision rules
- machine learning algorithms
- support vector machine svm
- model selection
- e learning
- supervised learning