Mathematical Algorithm for Identification of Eukaryotic Promoter Sequences.
Eugene V. KorotkovYulia M. SuvorovaAnna V. NezhdanovaSofia E. GaidukovaIrina V. YakovlevaAnastasia M. KamionskayaMaria A. KorotkovaPublished in: Symmetry (2021)
Keyphrases
- theoretical analysis
- machine learning
- preprocessing
- detection algorithm
- optimal solution
- computational complexity
- cost function
- computational cost
- learning algorithm
- matching algorithm
- expectation maximization
- high accuracy
- worst case
- experimental evaluation
- dynamic programming
- significant improvement
- linear programming
- k means
- optimization algorithm
- objective function
- convergence rate
- input data
- search space
- clustering method
- similarity measure
- times faster
- improved algorithm
- multiple sequence alignment
- long sequences