OOIR: Observatory of International Research

Papers

(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.)

Article	Citations
Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications	520
Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification	481
Observer-Based Adaptive Fuzzy Tracking Control for Strict-Feedback Nonlinear Systems With Unknown Control Gain Functions	385
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation	358
A Survey of Optimization Methods From a Machine Learning Perspective	347
Memory-Based Event-Triggering H _∞ Load Frequency Control for Power Systems Under Deception Attacks	317
Adaptive Fault-Tolerant Tracking Control for Discrete-Time Multiagent Systems via Reinforcement Learning Algorithm	295
Adaptive Consensus Control of Linear Multiagent Systems With Dynamic Event-Triggered Strategies	291
Resilient Control Design Based on a Sampled-Data Model for a Class of Networked Control Systems Under Denial-of-Service Attacks	267
Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition	250
Event-Triggered Consensus Control for Multi-Agent Systems Against False Data-Injection Attacks	245
Observer-Based Event-Triggered Control for Networked Linear Systems Subject to Denial-of-Service Attacks	239
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation	236
Fault-Tolerant Consensus Tracking Control for Linear Multiagent Systems Under Switching Directed Network	236
Prescribed Performance Cooperative Control for Multiagent Systems With Input Quantization	228
Output-Feedback Cooperative Formation Maneuvering of Autonomous Surface Vehicles With Connectivity Preservation and Collision Avoidance	224
Observer-Based Fuzzy Adaptive Finite-Time Containment Control of Nonlinear Multiagent Systems With Input Delay	223
Adaptive Fuzzy Control With High-Order Barrier Lyapunov Functions for High-Order Uncertain Nonlinear Systems With Full-State Constraints	212
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer	207
Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors	205
Adaptive Fuzzy Finite-Time Control of Nonlinear Systems With Actuator Faults	203
Event-Triggered Communication and Annular Finite-Time H∞ Filtering for Networked Switched Systems	202
Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis	198
Summation Detector for False Data-Injection Attack in Cyber-Physical Systems	194
Predicting COVID-19 in China Using Hybrid AI Model	192

Robust Graph Learning From Noisy Data	189
NN Reinforcement Learning Adaptive Control for a Class of Nonstrict-Feedback Discrete-Time Systems	186
Command Filter-Based Adaptive NN Control for MIMO Nonlinear Systems With Full-State Constraints and Actuator Hysteresis	186
Learning Graph Embedding With Adversarial Training Methods	181
MADNet: A Fast and Lightweight Network for Single-Image Super Resolution	179
Fixed/Preassigned-Time Synchronization of Complex Networks via Improving Fixed-Time Stability	179
Joint Deployment and Task Scheduling Optimization for Large-Scale Mobile Users in Multi-UAV-Enabled Mobile Edge Computing	178
Distributed Secure Cooperative Control Under Denial-of-Service Attacks From Multiple Adversaries	178
Prescribed Performance Adaptive Fuzzy Containment Control for Nonlinear Multiagent Systems Using Disturbance Observer	177
Distributed Control of Nonlinear Multiagent Systems With Unknown and Nonidentical Control Directions via Event-Triggered Communication	175
Distributed Sliding-Mode Tracking Control of Second-Order Nonlinear Multiagent Systems: An Event-Triggered Approach	174
A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer	171
ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection	166
Dynamic Group Learning Distributed Particle Swarm Optimization for Large-Scale Optimization and Its Application in Cloud Workflow Scheduling	165
Ultra-Wideband and Odometry-Based Cooperative Relative Localization With Application to Multi-UAV Formation Control	164
Finite-Time Fuzzy Control of Stochastic Nonlinear Systems	164
Adaptive Reinforcement Learning Neural Network Control for Uncertain Nonlinear System With Input Saturation	163
Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints	162
Feature Selection Based on Neighborhood Self-Information	161
Barrier Lyapunov Function-Based Adaptive Fuzzy FTC for Switched Systems and Its Applications to Resistance–Inductance–Capacitance Circuit System	159
Observer-Based Finite-Time Adaptive Fuzzy Control for Nontriangular Nonlinear Systems With Full-State Constraints	157
An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization	157
Adaptive Neural Command Filtering Control for Nonlinear MIMO Systems With Saturation Input and Unknown Control Direction	156
Adaptive Distributed Differential Evolution	153
Synchronization of Time-Delayed Complex Networks With Switching Topology Via Hybrid Actuator Fault and Impulsive Effects Control	152
Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion	151
A Self-Adaptive Differential Evolution Algorithm for Scheduling a Single Batch-Processing Machine With Arbitrary Job Sizes and Release Times	150
Epidemic Propagation With Positive and Negative Preventive Information in Multiplex Networks	149
Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition	148
Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification	148
Triple Archives Particle Swarm Optimization	144
Finite-Time-Prescribed Performance-Based Adaptive Fuzzy Control for Strict-Feedback Nonlinear Systems With Dynamic Uncertainty and Actuator Faults	144
Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval	143
Multiobjective Particle Swarm Optimization for Feature Selection With Fuzzy Cost	141
Distributed Event-Triggered Adaptive Control for Consensus of Linear Multi-Agent Systems with External Disturbances	139
Event-Triggered Consensus of Linear Multiagent Systems With Time-Varying Communication Delays	138
Network-Based Modeling and Proportional–Integral Control for Direct-Drive-Wheel Systems in Wireless Network Environments	138
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks	133
Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization	133
Finite-Time L₂-Gain Asynchronous Control for Continuous-Time Positive Hidden Markov Jump Systems via T–S Fuzzy Model Approach	133
Deep Reinforcement Learning for Multiobjective Optimization	132
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling	131
Distributed Set-Membership Filtering for Multirate Systems Under the Round-Robin Scheduling Over Sensor Networks	131
Neural-Network Approximation-Based Adaptive Periodic Event-Triggered Output-Feedback Control of Switched Nonlinear Systems	130
Multiple Lyapunov Functions for Adaptive Neural Tracking Control of Switched Nonlinear Nonlower-Triangular Systems	130
Observer-Based Dynamic Event-Triggered Control for Multiagent Systems With Time-Varying Delay	129
A Two-Stage Cooperative Evolutionary Algorithm With Problem-Specific Knowledge for Energy-Efficient Scheduling of No-Wait Flow-Shop Problem	129
Cooperative Deep Reinforcement Learning for Large-Scale Traffic Grid Signal Control	129
Hidden Markov Model-Based Nonfragile State Estimation of Switched Neural Network With Probabilistic Quantized Outputs	127
Adaptive Finite-Time Fuzzy Control of Nonlinear Active Suspension Systems With Input Delay	126

Distributed Secure Consensus Control With Event-Triggering for Multiagent Systems Under DoS Attacks	125
Simplified Optimized Backstepping Control for a Class of Nonlinear Strict-Feedback Systems With Unknown Dynamic Functions	124
Hybrid Artificial Bee Colony Algorithm for a Parallel Batching Distributed Flow-Shop Problem With Deteriorating Jobs	124
A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data	124
Event-Based Secure Leader-Following Consensus Control for Multiagent Systems With Multiple Cyber Attacks	124
Low-Rank and Sparse Decomposition With Mixture of Gaussian for Hyperspectral Anomaly Detection	123
Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model	123
Bipartite Fixed-Time Output Consensus of Heterogeneous Linear Multiagent Systems	123
A Dynamic Periodic Event-Triggered Approach to Consensus of Heterogeneous Linear Multiagent Systems With Time-Varying Communication Delays	122
A Dynamic Neighborhood-Based Switching Particle Swarm Optimization Algorithm	122
Hierarchical Multiobjective Heuristic for PCB Assembly Optimization in a Beam-Head Surface Mounter	121
An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data	119
Efficient Representation and Approximation of Model Predictive Control Laws via Deep Learning	119
Event-Based Secure Consensus of Mutiagent Systems Against DoS Attacks	119
Quasi-Synchronization of Discrete-Time Lur’e-Type Switched Systems With Parameter Mismatches and Relaxed PDT Constraints	118
Fault-Tolerant Control for Stochastic Switched IT2 Fuzzy Uncertain Time-Delayed Nonlinear Systems	118
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial–Spectral Manifold Learning	118
Fuzzy Fault Detection for Markov Jump Systems With Partly Accessible Hidden Information: An Event-Triggered Approach	118
Nonlocal Low-Rank Tensor Completion for Visual Data	117
Distributed Finite-Time Secondary Frequency and Voltage Control for Islanded Microgrids With Communication Delays and Switching Topologies	116
Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion	115
Distributed State-Saturated Recursive Filtering Over Sensor Networks Under Round-Robin Protocol	115
Visual Object Tracking by Hierarchical Attention Siamese Network	115
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission	114
A Secure Adaptive Control for Cooperative Driving of Autonomous Connected Vehicles in the Presence of Heterogeneous Communication Delays and Cyberattacks	113
Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation	113
Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration	113
Adaptive Fuzzy Control for a Class of MIMO Underactuated Systems With Plant Uncertainties and Actuator Deadzones: Design and Experiments	112
Adaptive Tracking Control of Wheeled Inverted Pendulums With Periodic Disturbances	111
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification	110
Guidance-Error-Based Robust Fuzzy Adaptive Control for Bottom Following of a Flight-Style AUV With Saturated Actuator Dynamics	110
Composite Learning Adaptive Dynamic Surface Control of Fractional-Order Nonlinear Systems	109
Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems	109
Fuzzy Control and Filtering for Nonlinear Singularly Perturbed Markov Jump Systems	108
A Consensus Community-Based Particle Swarm Optimization for Dynamic Community Detection	108
Fuzzy Output Tracking Control and Filtering for Nonlinear Discrete-Time Descriptor Systems Under Unreliable Communication Links	108