SinoXiv
3
results found
This study introduces MAG, a lightweight intrusion detection system (IDS) that couples a single-hidden-layer multilayer perceptron (MLP) with the Adam optimizer and a Grey Wolf Optimizer (GWO) for hyp...
Intrusion Detection Systems (IDS)
Multilayer Perceptron (MLP)
Grey Wolf Optimizer (GWO)
Feature Selection
KDDCup99
NSL-KDD
This study investigates the hydrochemical characteristics and controlling factors of water quality along the Axios River (Northern Greece) using a combination of statistical methods and artificial neu...
Hydrochemistry
Water quality modelling
Electrical conductivity
Artificial neural networks
Multivariate statistical analysis
Feature selection
Machine learning
River systems
Imbalanced binary classification is a common issue in serious contexts when rare events have practical effects. Traditional cost-sensitive strategies improve minority identification, but they frequent...
binary classification
imbalanced dataset
cost sensitivity
features selection
mathematical programming
