Feature Selection Ranking and Subset-Based Techniques with Different Classifiers for Intrusion Detection
Sign Up to like & getrecommendations! Published in 2020 at "Wireless Personal Communications"
DOI: 10.1007/s11277-019-06864-3
Abstract: This paper investigates the performance of different feature selection techniques such as ranking and subset-based techniques, aiming to find the optimum collection of features to detect attacks with an appropriate classifier. The results reveal that… read more here.
Keywords: subset based; detection; feature selection; based techniques ... See more keywords
Correlation signal subset-based stochastic subspace identification for an online identification of railway vehicle suspension systems
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DOI: 10.1080/00423114.2019.1589534
Abstract: ABSTRACT Monitoring the condition of suspension systems is significant to ensure the safe operation of modern railway vehicles. For this purpose, an online modal identification scheme, denoted as Correlation Subset based Stochastic Subspace Identification (CoS-SSI)… read more here.
Keywords: subset based; suspension systems; ssi; based stochastic ... See more keywords
Nonlinear Regression Estimation Using Subset-Based Kernel Principal Components
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DOI: 10.5705/ss.202016.0369
Abstract: We study the estimation of conditional mean regression functions through the so-called subset-based kernel principal component analysis (KPCA). Instead of using one global kernel feature space, we project a target function into different localized kernel… read more here.
Keywords: subset based; estimation; regression; based kernel ... See more keywords