Light gradient boosting machine with optimized hyperparameters for identification of malicious access in IoT network.
Debasmita MishraBighnaraj NaikJanmenjoy NayakAlireza SouriPandit Byomakesha DashS. VimalPublished in: Digit. Commun. Networks (2023)
Keyphrases
- clustering algorithm
- hyperparameters
- gradient boosting
- model selection
- cross validation
- closed form
- gaussian processes
- random sampling
- support vector
- em algorithm
- loss function
- parameter space
- imitation learning
- gaussian process
- incomplete data
- bayesian inference
- incremental learning
- machine learning
- maximum likelihood
- feature selection