Counting malaria parasites with a two-stage EM based algorithm using crowsourced data.
Margarita Cabrera-BeanAlba Pagès-ZamoraCarles Diaz-VilorMaria Postigo-CampsDaniel Cuadrado-SanchezMiguel Angel Luengo-OrozPublished in: EMBC (2017)
Keyphrases
- expectation maximization
- input data
- data sets
- worst case
- database
- data analysis
- matching algorithm
- k means
- data reduction
- noisy data
- data sources
- synthetic data
- information loss
- data quality
- optimization algorithm
- training data
- incomplete data
- clustering analysis
- dimensional data
- preprocessing
- original data
- gradient projection
- detection algorithm
- data collection
- segmentation algorithm
- high quality
- particle swarm optimization
- learning algorithm
- computational cost
- dynamic programming
- cost function
- search space
- computational complexity
- em algorithm
- image data
- probabilistic model
- np hard