A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks.
Marco FrascaGiuliano GrossiJessica GliozzoMarco MesitiMarco NotaroPaolo PerlascaAlessandro PetriniGiorgio ValentiniPublished in: BMC Bioinform. (2018)
Keyphrases
- learning algorithm
- dynamic programming
- incremental learning
- times faster
- detection algorithm
- cost function
- preprocessing
- supervised learning
- np hard
- tree structure
- simulated annealing
- k means
- reinforcement learning
- graph structure
- segmentation algorithm
- learning process
- search space
- optimal solution
- training data
- genetic algorithm
- active learning
- worst case
- online learning
- expectation maximization
- lower bound
- computational complexity
- objective function
- edge weights
- optimal path
- learning phase
- noise tolerant