Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems

Fuzzy approach for intrusion detection based on user’s commands

(2015) Przemysław Kudłacik et al.   SOFT COMPUTING

Generation of suprasegmental information for speech using a recurrent neural network and binary gravitational search algorithm for feature selection

(2014) Mansour Sheikhan   APPLIED INTELLIGENCE

Convergence analysis and performance of an improved gravitational search algorithm

(2014) Shanhe Jiang et al.   APPLIED SOFT COMPUTING

MIFS-ND: A mutual information-based feature selection method

(2014) N. Hoque et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel SVM by combining kernel principal component analysis and improved chaotic particle swarm optimization for intrusion detection

(2014) Fangjun Kuang et al.   SOFT COMPUTING

A novel hybrid intrusion detection method integrating anomaly detection with misuse detection

(2013) Gisung Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Network anomaly detection with the restricted Boltzmann machine

(2013) Ugo Fiore et al.   NEUROCOMPUTING

On the detection of card-sharing traffic through wavelet analysis and Support Vector Machines

(2012) Francesco Palmieri et al.   APPLIED SOFT COMPUTING

A NEW SUPERVISED FEATURE SELECTION METHOD FOR PATTERN CLASSIFICATION

(2012) Huawen Liu et al.   COMPUTATIONAL INTELLIGENCE

Hypergraph based information-theoretic feature selection

(2012) Zhihong Zhang et al.   PATTERN RECOGNITION LETTERS

Network Selection: A Method for Ranked Lists Selection

(2012) Luisa Cutillo et al.   PLoS One

FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection

(2011) Keith Noto et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A Feature Subset Selection Method Based On High-Dimensional Mutual Information

(2011) Yun Zheng et al.   Entropy

Personalized mode transductive spanning SVM classification tree

(2011) Shaoning Pang et al.   INFORMATION SCIENCES

Mutual information-based feature selection for intrusion detection systems

(2011) Fatemeh Amiri et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Neural-based electricity load forecasting using hybrid of GA and ACO for feature selection

(2011) Mansour Sheikhan et al.   NEURAL COMPUTING & APPLICATIONS

An information theoretic approach for feature selection

(2011) Gulshan Kumar et al.   Security and Communication Networks

Network anomaly detection through nonlinear analysis

(2010) Francesco Palmieri et al.   COMPUTERS & SECURITY

A novel information theoretic-interact algorithm (IT-IN) for feature selection using three machine learning algorithms

(2010) C. Deisy et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new approach to intrusion detection using Artificial Neural Networks and fuzzy clustering

(2010) Gang Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification

(2010) Alper Unler et al.   INFORMATION SCIENCES

Intrusion detection using reduced-size RNN based on feature grouping

(2010) Mansour Sheikhan et al.   NEURAL COMPUTING & APPLICATIONS

The use of computational intelligence in intrusion detection systems: A review

(2009) Shelly Xiaonan Wu et al.   APPLIED SOFT COMPUTING

On the symbiosis of specification-based and anomaly-based detection

(2009) Natalia Stakhanova et al.   COMPUTERS & SECURITY

GSA: A Gravitational Search Algorithm

(2009) Esmat Rashedi et al.   INFORMATION SCIENCES

BGSA: binary gravitational search algorithm

(2009) Esmat Rashedi et al.   Natural Computing

Data mining-based intrusion detectors

(2008) Su-Yun Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection with dynamic mutual information

(2008) Huawen Liu et al.   PATTERN RECOGNITION