IMPRes: Integrative MultiOmics pathway resolution algorithm and tool.
Yuexu JiangYanchun LiangDuolin WangDong XuTrupti JoshiPublished in: BIBM (2017)
Keyphrases
- preprocessing
- experimental evaluation
- detection algorithm
- theoretical analysis
- learning algorithm
- similarity measure
- tree structure
- cost function
- times faster
- estimation algorithm
- convergence rate
- matching algorithm
- classification algorithm
- recognition algorithm
- improved algorithm
- single pass
- expectation maximization
- high accuracy
- optimal solution
- artificial neural networks
- significant improvement
- dynamic programming
- worst case
- probabilistic model
- ant colony optimization
- mathematical model
- computational cost
- optimization algorithm
- np hard
- segmentation algorithm
- k means
- selection algorithm
- computational complexity
- linear programming
- objective function