OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cybernetics is 102. 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 2020-07-01 to 2024-07-01.)

Article	Citations
Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications	556
Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification	504
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation	423
Observer-Based Adaptive Fuzzy Tracking Control for Strict-Feedback Nonlinear Systems With Unknown Control Gain Functions	389
A Survey of Optimization Methods From a Machine Learning Perspective	372
Memory-Based Event-Triggering H _∞ Load Frequency Control for Power Systems Under Deception Attacks	338
Adaptive Consensus Control of Linear Multiagent Systems With Dynamic Event-Triggered Strategies	314
Adaptive Fault-Tolerant Tracking Control for Discrete-Time Multiagent Systems via Reinforcement Learning Algorithm	305
Resilient Control Design Based on a Sampled-Data Model for a Class of Networked Control Systems Under Denial-of-Service Attacks	276
Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition	252
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation	247
Observer-Based Fuzzy Adaptive Finite-Time Containment Control of Nonlinear Multiagent Systems With Input Delay	233
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer	225
Adaptive Fuzzy Control With High-Order Barrier Lyapunov Functions for High-Order Uncertain Nonlinear Systems With Full-State Constraints	217
Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis	216
Event-Triggered Communication and Annular Finite-Time H∞ Filtering for Networked Switched Systems	205
Predicting COVID-19 in China Using Hybrid AI Model	195
Command Filter-Based Adaptive NN Control for MIMO Nonlinear Systems With Full-State Constraints and Actuator Hysteresis	191
Fixed/Preassigned-Time Synchronization of Complex Networks via Improving Fixed-Time Stability	190
MADNet: A Fast and Lightweight Network for Single-Image Super Resolution	189
NN Reinforcement Learning Adaptive Control for a Class of Nonstrict-Feedback Discrete-Time Systems	187
Joint Deployment and Task Scheduling Optimization for Large-Scale Mobile Users in Multi-UAV-Enabled Mobile Edge Computing	184
Distributed Secure Cooperative Control Under Denial-of-Service Attacks From Multiple Adversaries	184
A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer	182
Prescribed Performance Adaptive Fuzzy Containment Control for Nonlinear Multiagent Systems Using Disturbance Observer	182

Distributed Sliding-Mode Tracking Control of Second-Order Nonlinear Multiagent Systems: An Event-Triggered Approach	181
ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection	174
Feature Selection Based on Neighborhood Self-Information	167
An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization	165
Adaptive Reinforcement Learning Neural Network Control for Uncertain Nonlinear System With Input Saturation	165
Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints	164
Barrier Lyapunov Function-Based Adaptive Fuzzy FTC for Switched Systems and Its Applications to Resistance–Inductance–Capacitance Circuit System	161
Observer-Based Finite-Time Adaptive Fuzzy Control for Nontriangular Nonlinear Systems With Full-State Constraints	161
Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion	160
Synchronization of Time-Delayed Complex Networks With Switching Topology Via Hybrid Actuator Fault and Impulsive Effects Control	159
Adaptive Distributed Differential Evolution	159
Epidemic Propagation With Positive and Negative Preventive Information in Multiplex Networks	157
Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition	155
A Self-Adaptive Differential Evolution Algorithm for Scheduling a Single Batch-Processing Machine With Arbitrary Job Sizes and Release Times	155
Multiobjective Particle Swarm Optimization for Feature Selection With Fuzzy Cost	153
Finite-Time-Prescribed Performance-Based Adaptive Fuzzy Control for Strict-Feedback Nonlinear Systems With Dynamic Uncertainty and Actuator Faults	151
Triple Archives Particle Swarm Optimization	150
Deep Reinforcement Learning for Multiobjective Optimization	148
Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification	146
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks	145
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling	140
A Two-Stage Cooperative Evolutionary Algorithm With Problem-Specific Knowledge for Energy-Efficient Scheduling of No-Wait Flow-Shop Problem	139
Event-Triggered Consensus of Linear Multiagent Systems With Time-Varying Communication Delays	138
A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data	138
Finite-Time L₂-Gain Asynchronous Control for Continuous-Time Positive Hidden Markov Jump Systems via T–S Fuzzy Model Approach	137
Neural-Network Approximation-Based Adaptive Periodic Event-Triggered Output-Feedback Control of Switched Nonlinear Systems	137
Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization	136
Distributed Secure Consensus Control With Event-Triggering for Multiagent Systems Under DoS Attacks	136
Observer-Based Dynamic Event-Triggered Control for Multiagent Systems With Time-Varying Delay	136
Hierarchical Multiobjective Heuristic for PCB Assembly Optimization in a Beam-Head Surface Mounter	135
Bipartite Fixed-Time Output Consensus of Heterogeneous Linear Multiagent Systems	133
Simplified Optimized Backstepping Control for a Class of Nonlinear Strict-Feedback Systems With Unknown Dynamic Functions	131
A Dynamic Neighborhood-Based Switching Particle Swarm Optimization Algorithm	131
A Dynamic Periodic Event-Triggered Approach to Consensus of Heterogeneous Linear Multiagent Systems With Time-Varying Communication Delays	130
Event-Based Secure Leader-Following Consensus Control for Multiagent Systems With Multiple Cyber Attacks	128
Efficient Representation and Approximation of Model Predictive Control Laws via Deep Learning	127
Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model	126
Low-Rank and Sparse Decomposition With Mixture of Gaussian for Hyperspectral Anomaly Detection	126
Nonlocal Low-Rank Tensor Completion for Visual Data	125
An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data	124
Distributed Finite-Time Secondary Frequency and Voltage Control for Islanded Microgrids With Communication Delays and Switching Topologies	124
Event-Based Secure Consensus of Mutiagent Systems Against DoS Attacks	124
Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration	122
Fault-Tolerant Control for Stochastic Switched IT2 Fuzzy Uncertain Time-Delayed Nonlinear Systems	122
Adaptive Prescribed Performance Control of A Flexible-Joint Robotic Manipulator With Dynamic Uncertainties	121
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission	121
Fuzzy Fault Detection for Markov Jump Systems With Partly Accessible Hidden Information: An Event-Triggered Approach	121
Deep-Learning-Based Probabilistic Forecasting of Electric Vehicle Charging Load With a Novel Queuing Model	120
A Secure Adaptive Control for Cooperative Driving of Autonomous Connected Vehicles in the Presence of Heterogeneous Communication Delays and Cyberattacks	119
Visual Object Tracking by Hierarchical Attention Siamese Network	118

Fuzzy Control and Filtering for Nonlinear Singularly Perturbed Markov Jump Systems	116
Adaptive Fuzzy Control for a Class of MIMO Underactuated Systems With Plant Uncertainties and Actuator Deadzones: Design and Experiments	116
Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion	116
Structured Graph Learning for Scalable Subspace Clustering: From Single View to Multiview	115
Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems	115
Distributed State-Saturated Recursive Filtering Over Sensor Networks Under Round-Robin Protocol	115
Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation	115
Distributed Cooperative Compound Tracking Control for a Platoon of Vehicles With Adaptive NN	113
Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks	113
A Self-Learning Discrete Jaya Algorithm for Multiobjective Energy-Efficient Distributed No-Idle Flow-Shop Scheduling Problem in Heterogeneous Factory System	113
Secure Adaptive-Event-Triggered Filter Design With Input Constraint and Hybrid Cyber Attack	113
Consensus Model Handling Minority Opinions and Noncooperative Behaviors in Large-Scale Group Decision-Making Under Double Hierarchy Linguistic Preference Relations	111
Graph Convolutional Network-Based Method for Fault Diagnosis Using a Hybrid of Measurement and Prior Knowledge	110
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification	110
Dual Shared-Specific Multiview Subspace Clustering	110
Adaptive Neural-Network Boundary Control for a Flexible Manipulator With Input Constraints and Model Uncertainties	108
Echo State Network-Based Backstepping Adaptive Iterative Learning Control for Strict-Feedback Systems: An Error-Tracking Approach	107
Research Review for Broad Learning System: Algorithms, Theory, and Applications	107
Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification	106
Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking	106
Explicit Evolutionary Multitasking for Combinatorial Optimization: A Case Study on Capacitated Vehicle Routing Problem	105
CEQD: A Complex Mass Function to Predict Interference Effects	104
Adaptive Neural Network Fixed-Time Leader–Follower Consensus for Multiagent Systems With Constraints and Disturbances	104
Output-Feedback Flocking Control of Multiple Autonomous Surface Vehicles Based on Data-Driven Adaptive Extended State Observers	103
Local Binary Pattern-Based Adaptive Differential Evolution for Multimodal Optimization Problems	103
Multiview Learning With Robust Double-Sided Twin SVM	103
Adaptive Neural Dynamic Surface Control With Prespecified Tracking Accuracy of Uncertain Stochastic Nonstrict-Feedback Systems	103
Event-Triggered H_∞ Filtering for T–S Fuzzy-Model-Based Nonlinear Networked Systems With Multisensors Against DoS Attacks	102
Cooperative Output-Feedback Secure Control of Distributed Linear Cyber-Physical Systems Resist Intermittent DoS Attacks	102
Cognizant Multitasking in Multiobjective Multifactorial Evolution: MO-MFEA-II	102