IEEE Transactions on Cybernetics

(The H4-Index of IEEE Transactions on Cybernetics is 108. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)
Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications520
Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification481
Observer-Based Adaptive Fuzzy Tracking Control for Strict-Feedback Nonlinear Systems With Unknown Control Gain Functions385
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation358
A Survey of Optimization Methods From a Machine Learning Perspective347
Memory-Based Event-Triggering H Load Frequency Control for Power Systems Under Deception Attacks317
Adaptive Fault-Tolerant Tracking Control for Discrete-Time Multiagent Systems via Reinforcement Learning Algorithm295
Adaptive Consensus Control of Linear Multiagent Systems With Dynamic Event-Triggered Strategies291
Resilient Control Design Based on a Sampled-Data Model for a Class of Networked Control Systems Under Denial-of-Service Attacks267
Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition250
Event-Triggered Consensus Control for Multi-Agent Systems Against False Data-Injection Attacks245
Observer-Based Event-Triggered Control for Networked Linear Systems Subject to Denial-of-Service Attacks239
Fault-Tolerant Consensus Tracking Control for Linear Multiagent Systems Under Switching Directed Network236
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation236
Prescribed Performance Cooperative Control for Multiagent Systems With Input Quantization228
Output-Feedback Cooperative Formation Maneuvering of Autonomous Surface Vehicles With Connectivity Preservation and Collision Avoidance224
Observer-Based Fuzzy Adaptive Finite-Time Containment Control of Nonlinear Multiagent Systems With Input Delay223
Adaptive Fuzzy Control With High-Order Barrier Lyapunov Functions for High-Order Uncertain Nonlinear Systems With Full-State Constraints212
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer207
Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors205
Adaptive Fuzzy Finite-Time Control of Nonlinear Systems With Actuator Faults203
Event-Triggered Communication and Annular Finite-Time H∞ Filtering for Networked Switched Systems202
Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis198
Summation Detector for False Data-Injection Attack in Cyber-Physical Systems194
Predicting COVID-19 in China Using Hybrid AI Model192
Robust Graph Learning From Noisy Data189
Command Filter-Based Adaptive NN Control for MIMO Nonlinear Systems With Full-State Constraints and Actuator Hysteresis186
NN Reinforcement Learning Adaptive Control for a Class of Nonstrict-Feedback Discrete-Time Systems186
Learning Graph Embedding With Adversarial Training Methods181
Fixed/Preassigned-Time Synchronization of Complex Networks via Improving Fixed-Time Stability179
MADNet: A Fast and Lightweight Network for Single-Image Super Resolution179
Distributed Secure Cooperative Control Under Denial-of-Service Attacks From Multiple Adversaries178
Joint Deployment and Task Scheduling Optimization for Large-Scale Mobile Users in Multi-UAV-Enabled Mobile Edge Computing178
Prescribed Performance Adaptive Fuzzy Containment Control for Nonlinear Multiagent Systems Using Disturbance Observer177
Distributed Control of Nonlinear Multiagent Systems With Unknown and Nonidentical Control Directions via Event-Triggered Communication175
Distributed Sliding-Mode Tracking Control of Second-Order Nonlinear Multiagent Systems: An Event-Triggered Approach174
A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer171
ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection166
Dynamic Group Learning Distributed Particle Swarm Optimization for Large-Scale Optimization and Its Application in Cloud Workflow Scheduling165
Finite-Time Fuzzy Control of Stochastic Nonlinear Systems164
Ultra-Wideband and Odometry-Based Cooperative Relative Localization With Application to Multi-UAV Formation Control164
Adaptive Reinforcement Learning Neural Network Control for Uncertain Nonlinear System With Input Saturation163
Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints162
Feature Selection Based on Neighborhood Self-Information161
Barrier Lyapunov Function-Based Adaptive Fuzzy FTC for Switched Systems and Its Applications to Resistance–Inductance–Capacitance Circuit System159
An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization157
Observer-Based Finite-Time Adaptive Fuzzy Control for Nontriangular Nonlinear Systems With Full-State Constraints157
Adaptive Neural Command Filtering Control for Nonlinear MIMO Systems With Saturation Input and Unknown Control Direction156
Adaptive Distributed Differential Evolution153
Synchronization of Time-Delayed Complex Networks With Switching Topology Via Hybrid Actuator Fault and Impulsive Effects Control152
Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion151
A Self-Adaptive Differential Evolution Algorithm for Scheduling a Single Batch-Processing Machine With Arbitrary Job Sizes and Release Times150
Epidemic Propagation With Positive and Negative Preventive Information in Multiplex Networks149
Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition148
Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification148
Finite-Time-Prescribed Performance-Based Adaptive Fuzzy Control for Strict-Feedback Nonlinear Systems With Dynamic Uncertainty and Actuator Faults144
Triple Archives Particle Swarm Optimization144
Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval143
Multiobjective Particle Swarm Optimization for Feature Selection With Fuzzy Cost141
Distributed Event-Triggered Adaptive Control for Consensus of Linear Multi-Agent Systems with External Disturbances139
Network-Based Modeling and Proportional–Integral Control for Direct-Drive-Wheel Systems in Wireless Network Environments138
Event-Triggered Consensus of Linear Multiagent Systems With Time-Varying Communication Delays138
Finite-Time L2-Gain Asynchronous Control for Continuous-Time Positive Hidden Markov Jump Systems via T–S Fuzzy Model Approach133
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks133
Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization133
Deep Reinforcement Learning for Multiobjective Optimization132
Distributed Set-Membership Filtering for Multirate Systems Under the Round-Robin Scheduling Over Sensor Networks131
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling131
Multiple Lyapunov Functions for Adaptive Neural Tracking Control of Switched Nonlinear Nonlower-Triangular Systems130
Neural-Network Approximation-Based Adaptive Periodic Event-Triggered Output-Feedback Control of Switched Nonlinear Systems130
A Two-Stage Cooperative Evolutionary Algorithm With Problem-Specific Knowledge for Energy-Efficient Scheduling of No-Wait Flow-Shop Problem129
Cooperative Deep Reinforcement Learning for Large-Scale Traffic Grid Signal Control129
Observer-Based Dynamic Event-Triggered Control for Multiagent Systems With Time-Varying Delay129
Hidden Markov Model-Based Nonfragile State Estimation of Switched Neural Network With Probabilistic Quantized Outputs127
Adaptive Finite-Time Fuzzy Control of Nonlinear Active Suspension Systems With Input Delay126
Distributed Secure Consensus Control With Event-Triggering for Multiagent Systems Under DoS Attacks125
A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data124
Event-Based Secure Leader-Following Consensus Control for Multiagent Systems With Multiple Cyber Attacks124
Simplified Optimized Backstepping Control for a Class of Nonlinear Strict-Feedback Systems With Unknown Dynamic Functions124
Hybrid Artificial Bee Colony Algorithm for a Parallel Batching Distributed Flow-Shop Problem With Deteriorating Jobs124
Bipartite Fixed-Time Output Consensus of Heterogeneous Linear Multiagent Systems123
Low-Rank and Sparse Decomposition With Mixture of Gaussian for Hyperspectral Anomaly Detection123
Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model123
A Dynamic Neighborhood-Based Switching Particle Swarm Optimization Algorithm122
A Dynamic Periodic Event-Triggered Approach to Consensus of Heterogeneous Linear Multiagent Systems With Time-Varying Communication Delays122
Hierarchical Multiobjective Heuristic for PCB Assembly Optimization in a Beam-Head Surface Mounter121
Event-Based Secure Consensus of Mutiagent Systems Against DoS Attacks119
An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data119
Efficient Representation and Approximation of Model Predictive Control Laws via Deep Learning119
Fuzzy Fault Detection for Markov Jump Systems With Partly Accessible Hidden Information: An Event-Triggered Approach118
Quasi-Synchronization of Discrete-Time Lur’e-Type Switched Systems With Parameter Mismatches and Relaxed PDT Constraints118
Fault-Tolerant Control for Stochastic Switched IT2 Fuzzy Uncertain Time-Delayed Nonlinear Systems118
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial–Spectral Manifold Learning118
Nonlocal Low-Rank Tensor Completion for Visual Data117
Distributed Finite-Time Secondary Frequency and Voltage Control for Islanded Microgrids With Communication Delays and Switching Topologies116
Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion115
Distributed State-Saturated Recursive Filtering Over Sensor Networks Under Round-Robin Protocol115
Visual Object Tracking by Hierarchical Attention Siamese Network115
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission114
A Secure Adaptive Control for Cooperative Driving of Autonomous Connected Vehicles in the Presence of Heterogeneous Communication Delays and Cyberattacks113
Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation113
Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration113
Adaptive Fuzzy Control for a Class of MIMO Underactuated Systems With Plant Uncertainties and Actuator Deadzones: Design and Experiments112
Adaptive Tracking Control of Wheeled Inverted Pendulums With Periodic Disturbances111
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification110
Guidance-Error-Based Robust Fuzzy Adaptive Control for Bottom Following of a Flight-Style AUV With Saturated Actuator Dynamics110
Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems109
Composite Learning Adaptive Dynamic Surface Control of Fractional-Order Nonlinear Systems109
Fuzzy Output Tracking Control and Filtering for Nonlinear Discrete-Time Descriptor Systems Under Unreliable Communication Links108
Fuzzy Control and Filtering for Nonlinear Singularly Perturbed Markov Jump Systems108
A Consensus Community-Based Particle Swarm Optimization for Dynamic Community Detection108