A Fourier-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets.
Mohammed AledhariMarianne Di PierroFahad SaeedPublished in: BigData Congress (2018)
Keyphrases
- synthetic datasets
- input data
- noisy data
- detection algorithm
- data sets
- objective function
- database
- raw data
- cost function
- expectation maximization
- learning algorithm
- data sources
- synthetic and real datasets
- classification trees
- training data
- probabilistic model
- data points
- original data
- optimal solution
- dimensional data
- computational complexity
- information loss
- data analysis
- np hard
- dynamic programming
- dimensionality reduction
- association rules
- big data
- high dimensional data
- sensitive data
- semi supervised