SDPSO: Spark Distributed PSO-based approach for feature selection and cancer disease prognosis.
Khawla TadistFatiha MrabtiNikola S. NikolovAzeddine ZahiSaid NajahPublished in: J. Big Data (2021)
Keyphrases
- feature selection
- breast cancer
- outcome prediction
- cancer patients
- early detection
- dna microarray
- particle swarm optimization pso
- particle swarm optimization
- gene selection
- early diagnosis
- breast cancer patients
- particle swarm optimization algorithm
- text categorization
- multi agent
- optimization algorithm
- distributed systems
- cancer classification
- pso algorithm
- classification accuracy
- ovarian cancer
- disease progression
- particle swarm optimisation
- gene expression data sets
- particle swarm
- mutual information
- distributed environment
- feature selection algorithms
- particle swarm optimizer
- microarray data
- support vector
- feature extraction
- copy number
- decision trees
- machine learning
- genomic data
- gene expression profiles
- microarray datasets
- support vector machine
- global optimization
- peer to peer