Advanced Feature-Selection-Based Hybrid Ensemble Learning Algorithms for Network Intrusion Detection Systems

High-dimensional correlation matrix estimation for general continuous data with Bagging technique

(2022) Chaojie Wang et al.   MACHINE LEARNING

Feature Selection and Ensemble-Based Intrusion Detection System: An Efficient and Comprehensive Approach

(2021) Ebrima Jaw et al.   Symmetry-Basel

CSE-IDS: Using cost-sensitive deep learning and ensemble algorithms to handle class imbalance in network-based intrusion detection systems

(2021) Neha Gupta et al.   COMPUTERS & SECURITY

Effective Intrusion Detection System to Secure Data in Cloud Using Machine Learning

(2021) Ammar Aldallal et al.   Symmetry-Basel

Enhancing Big Data Feature Selection Using a Hybrid Correlation-Based Feature Selection

(2021) Masurah Mohamad et al.   Electronics

Proposed Hybrid CorrelationFeatureSelectionForestPanalizedAttribute Approach to advance IDSs

(2021) Doaa Nteesha Mhawi et al.   Karbala International Journal of Modern Science

A Stacking Ensemble for Network Intrusion Detection Using Heterogeneous Datasets

(2020) Smitha Rajagopal et al.   Security and Communication Networks

Random Forest Spatial Interpolation

(2020) Aleksandar Sekulić et al.   Remote Sensing

An improved forecast of precipitation type using correlation-based feature selection and multinomial logistic regression

(2020) Seung-Hyun Moon et al.   ATMOSPHERIC RESEARCH

Building an efficient intrusion detection system based on feature selection and ensemble classifier

(2020) Yuyang Zhou et al.   Computer Networks

Stacking of 2D Materials

(2020) Hao‐Wei Guo et al.   ADVANCED FUNCTIONAL MATERIALS

A comparative analysis of gradient boosting algorithms

(2020) Candice Bentéjac et al.   ARTIFICIAL INTELLIGENCE REVIEW

Locality constrained representation-based K-nearest neighbor classification

(2019) Jianping Gou et al.   KNOWLEDGE-BASED SYSTEMS

A novel selective naïve Bayes algorithm

(2019) Shenglei Chen et al.   KNOWLEDGE-BASED SYSTEMS

SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning

(2019) Kaidong Wang et al.   IEEE Transactions on Cybernetics

Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths

(2018) Xiaoyan Sun et al.   IEEE Transactions on Information Forensics and Security

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

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

SVM and SVM Ensembles in Breast Cancer Prediction

(2017) Min-Wei Huang et al.   PLoS One

Profiling and classifying the behavior of malicious codes

(2015) Mamoun Alazab   JOURNAL OF SYSTEMS AND SOFTWARE

UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

(2015) Quanlong Feng et al.   Remote Sensing