IDS false alarm reduction using an instance selection KNN-memetic algorithm.
Amal Miloud-AouidateAhmed Riadh Baba-AliPublished in: Int. J. Metaheuristics (2013)
Keyphrases
- memetic algorithm
- knn
- instance selection
- false alarms
- nearest neighbor
- k nearest neighbor
- text classification
- data reduction
- tabu search
- detection rate
- feature selection
- false positives
- text categorization
- high dimensional data
- support vector machine
- combinatorial optimization
- genetic algorithm
- vehicle routing problem
- crossover operator
- neural network
- classification accuracy
- metaheuristic
- simulated annealing
- supervised learning
- multi class
- semi supervised learning
- multiple instance learning
- data compression
- classification algorithm
- unsupervised learning
- labeled data
- naive bayes
- intrusion detection
- data mining