Feature selection for intrusion detection using new multi-objective estimation of distribution algorithms

Anomaly-based intrusion detection system through feature selection analysis and building hybrid efficient model

(2018) Shadi Aljawarneh et al.   Journal of Computational Science

An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine

(2017) M.R. Gauthama Raman et al.   KNOWLEDGE-BASED SYSTEMS

A feature selection approach to find optimal feature subsets for the network intrusion detection system

(2016) Seung-Ho Kang et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

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

(2015) Hamid Bostani et al.   SOFT COMPUTING

A novel intrusion detection system based on feature generation with visualization strategy

(2014) Bin Luo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection by multi-objective optimisation: Application to network anomaly detection by hierarchical self-organising maps

(2014) Emiro de la Hoz et al.   KNOWLEDGE-BASED SYSTEMS

A Pareto-Archived Estimation-of-Distribution Algorithm for Multiobjective Resource-Constrained Project Scheduling Problem

(2013) Ling Wang et al.   IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT

Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables

(2013) Hossein Karshenas et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I

(2013) Anirban Mukhopadhyay et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A survey on optimization metaheuristics

(2013) Ilhem Boussaïd et al.   INFORMATION SCIENCES

A multi-objective particle swarm optimisation for filter-based feature selection in classification problems

(2012) Bing Xue et al.   CONNECTION SCIENCE

Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach

(2012) Bing Xue et al.   IEEE Transactions on Cybernetics

Conditional Mutual Information-Based Feature Selection Analyzing for Synergy and Redundancy

(2011) Hongrong Cheng et al.   ETRI JOURNAL

Feature subset selection wrapper based on mutual information and rough sets

(2011) Sombut Foithong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mutual information-based feature selection for intrusion detection systems

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

Multiobjective evolutionary algorithms: A survey of the state of the art

(2011) Aimin Zhou et al.   Swarm and Evolutionary Computation

An introduction and survey of estimation of distribution algorithms

(2011) Mark Hauschild et al.   Swarm and Evolutionary Computation

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

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

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Supervised feature selection by clustering using conditional mutual information-based distances

(2009) José Martínez Sotoca et al.   PATTERN RECOGNITION

RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm

(2008) Qingfu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Feature selection with dynamic mutual information

(2008) Huawen Liu et al.   PATTERN RECOGNITION

Different metaheuristic strategies to solve the feature selection problem

(2008) Silvia Casado Yusta   PATTERN RECOGNITION LETTERS