Using Markov Chain Monte Carlo Algorithm for Sampling Imbalance Binary IDS Datasets.
Najmeh AbedzadehMatthew JacobsPublished in: ICCCN (2022)
Keyphrases
- times faster
- learning algorithm
- experimental evaluation
- dynamic programming
- detection algorithm
- optimization algorithm
- preprocessing
- cost function
- recognition algorithm
- sampling algorithm
- k means
- computational complexity
- sampling methods
- np hard
- convergence rate
- optimal solution
- matching algorithm
- high accuracy
- synthetic and real datasets
- tree structure
- theoretical analysis
- linear programming
- data sets
- significant improvement
- similarity measure
- genetic algorithm