ARCANE-ROG: Algorithm for reconstruction of cancer evolution from single-cell data using robust graph learning.
Akanksha FarswanRitu GuptaAnubha GuptaPublished in: J. Biomed. Informatics (2022)
Keyphrases
- learning algorithm
- erroneous data
- data sets
- computationally efficient
- input data
- learned models
- reinforcement learning
- similarity matrix
- data sources
- prior knowledge
- optimal solution
- np hard
- k means
- probabilistic model
- training data
- graph partitioning
- discrete tomography
- graph representation
- missing data
- synthetic datasets
- graph structure
- noisy data
- spectral clustering
- active learning
- data structure
- weighted graph
- spanning tree
- supervised learning
- reconstruction method
- data points
- graph based algorithm
- social networks