Network Traffic Anomaly Detection Model Based on Feature Reduction and Bidirectional LSTM Neural Network Optimization

Intrusion Detection System Using the G-ABC with Deep Neural Network in Cloud Environment

(2023) Nishika Gulia et al.   Scientific Programming

LSTM-Based Attentional Embedding for English Machine Translation

(2022) Lihua Jian et al.   Scientific Programming

An anomaly-based intrusion detection system using recursive feature elimination technique for improved attack detection

(2022) Phanindra Reddy Kannari et al.   THEORETICAL COMPUTER SCIENCE

A spatial-temporal layer-wise relevance propagation method for improving interpretability and prediction accuracy of LSTM building energy prediction

(2022) Guannan Li et al.   ENERGY AND BUILDINGS

LNNLS-KH: A Feature Selection Method for Network Intrusion Detection

(2021) Xin Li et al.   Security and Communication Networks

Autoencoder-based Deep Metric Learning for Network Intrusion Detection

(2021) Giuseppina Andresini et al.   INFORMATION SCIENCES

HCRNNIDS: Hybrid Convolutional Recurrent Neural Network-Based Network Intrusion Detection System

(2021) Muhammad Ashfaq Khan   Processes

A fast network intrusion detection system using adaptive synthetic oversampling and LightGBM

(2021) Jingmei Liu et al.   COMPUTERS & SECURITY

Generalized Normal Distribution Algorithm-Based Control of 3-Phase 4-Wire Grid-Tied PV-Hybrid Energy Storage System

(2021) Mukul Chankaya et al.   Energies

An improved particle swarm optimization with backtracking search optimization algorithm for solving continuous optimization problems

(2021) Hamid Reza Rafat Zaman et al.   ENGINEERING WITH COMPUTERS

Multi-dimensional feature fusion and stacking ensemble mechanism for network intrusion detection

(2021) Hao Zhang et al.   Future Generation Computer Systems-The International Journal of eScience

Analytical stability analysis of the fractional-order particle swarm optimization algorithm

(2021) Seyed Mehdi Abedi Pahnehkolaei et al.   CHAOS SOLITONS & FRACTALS

STL-HDL: A new hybrid network intrusion detection system for imbalanced dataset on big data environment

(2021) Samed Al et al.   COMPUTERS & SECURITY

Prediction of Evolution and Development Trend in Sports Industry Cluster Based on Particle Swarm Optimization

(2021) Rui Cong et al.   Scientific Programming

Characterizations of the Cauchy distribution associated with integral transforms

(2020) Kazuki Okamura   STUDIA SCIENTIARUM MATHEMATICARUM HUNGARICA

GRU-corr Neural Network Optimized by Improved PSO Algorithm for Time Series Prediction

(2020) Shao-Pei Ji et al.   International Journal on Artificial Intelligence Tools

GEPSO: A new generalized particle swarm optimization algorithm

(2020) Davoud Sedighizadeh et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

An improved PSO algorithm for smooth path planning of mobile robots using continuous high-degree Bezier curve

(2020) Baoye Song et al.   APPLIED SOFT COMPUTING

ANID-SEoKELM: Adaptive network intrusion detection based on selective ensemble of kernel ELMs with random features

(2019) Jinping Liu et al.   KNOWLEDGE-BASED SYSTEMS

Deep recurrent neural network for IoT intrusion detection system

(2019) Muder Almiani et al.   SIMULATION MODELLING PRACTICE AND THEORY

An optimized model based on convolutional neural networks and orthogonal learning particle swarm optimization algorithm for plant diseases diagnosis

(2019) Ashraf Darwish et al.   Swarm and Evolutionary Computation

A Novel Multimean Particle Swarm Optimization Algorithm for Nonlinear Continuous Optimization: Application to Feed-Forward Neural Network Training

(2018) Mehmet Hacibeyoglu et al.   Scientific Programming

Deep Learning Approach Combining Sparse Autoen-coder with SVM for Network Intrusion Detection

(2018) Majjed Al-Qatf et al.   IEEE Access

Auto-encoder based dimensionality reduction

(2016) Yasi Wang et al.   NEUROCOMPUTING