| # | Title | Journal | Year | Citations |
|---|
| 1 | Ant system: optimization by a colony of cooperating agents | IEEE Transactions on Systems, Man, and Cybernetics | 1996 | 8,864 |
| 2 | Extreme Learning Machine for Regression and Multiclass Classification | IEEE Transactions on Systems, Man, and Cybernetics | 2012 | 4,557 |
| 3 | Adaptive Particle Swarm Optimization | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 1,549 |
| 4 | Exploratory Undersampling for Class-Imbalance Learning | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 1,393 |
| 5 | Genetic K-means algorithm | IEEE Transactions on Systems, Man, and Cybernetics | 1999 | 1,141 |
| 6 | Robust Image Segmentation Using FCM With Spatial Constraints Based on New Kernel-Induced Distance Measure | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 944 |
| 7 | Some new indexes of cluster validity | IEEE Transactions on Systems, Man, and Cybernetics | 1998 | 902 |
| 8 | Second-Order Consensus for Multiagent Systems With Directed Topologies and Nonlinear Dynamics | IEEE Transactions on Systems, Man, and Cybernetics | 2010 | 891 |
| 9 | Discrete-Time Nonlinear HJB Solution Using Approximate Dynamic Programming: Convergence Proof | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 865 |
| 10 | Induced ordered weighted averaging operators | IEEE Transactions on Systems, Man, and Cybernetics | 1999 | 860 |
| 11 | An Approach to Online Identification of Takagi-Sugeno Fuzzy Models | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 844 |
| 12 | On Learning, Representing, and Generalizing a Task in a Humanoid Robot | IEEE Transactions on Systems, Man, and Cybernetics | 2007 | 817 |
| 13 | A Hybrid of Genetic Algorithm and Particle Swarm Optimization for Recurrent Network Design | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 815 |
| 14 | New Methods in Iris Recognition | IEEE Transactions on Systems, Man, and Cybernetics | 2007 | 795 |
| 15 | A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making | IEEE Transactions on Systems, Man, and Cybernetics | 2001 | 767 |
| 16 | SVMs Modeling for Highly Imbalanced Classification | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 689 |
| 17 | Human-robot interactions during the robot-assisted urban search and rescue response at the World Trade Center | IEEE Transactions on Systems, Man, and Cybernetics | 2003 | 654 |
| 18 | Adaptive Neural Control of Nonlinear Time-Delay Systems With Unknown Virtual Control Coefficients | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 608 |
| 19 | Decentralized Robust Adaptive Control for the Multiagent System Consensus Problem Using Neural Networks | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 539 |
| 20 | Observer-Based Adaptive Fuzzy Backstepping Control for a Class of Stochastic Nonlinear Strict-Feedback Systems | IEEE Transactions on Systems, Man, and Cybernetics | 2011 | 537 |
| 21 | An Adaptive Differential Evolution Algorithm With Novel Mutation and Crossover Strategies for Global Numerical Optimization | IEEE Transactions on Systems, Man, and Cybernetics | 2012 | 517 |
| 22 | Group Decision-Making Model With Incomplete Fuzzy Preference Relations Based on Additive Consistency | IEEE Transactions on Systems, Man, and Cybernetics | 2007 | 515 |
| 23 | Fuzzy decision trees: issues and methods | IEEE Transactions on Systems, Man, and Cybernetics | 1998 | 514 |
| 24 | Stability Analysis of Social Foraging Swarms | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 509 |
| 25 | Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses | IEEE Transactions on Systems, Man, and Cybernetics | 2007 | 470 |
| 26 | A DSC Approach to Robust Adaptive NN Tracking Control for Strict-Feedback Nonlinear Systems | IEEE Transactions on Systems, Man, and Cybernetics | 2010 | 469 |
| 27 | Illumination compensation and normalization for robust face recognition using discrete cosine transform in logarithm domain | IEEE Transactions on Systems, Man, and Cybernetics | 2006 | 464 |
| 28 | Comparing Different Classifiers for Automatic Age Estimation | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 463 |
| 29 | Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 444 |
| 30 | An EMG-Based Control for an Upper-Limb Power-Assist Exoskeleton Robot | IEEE Transactions on Systems, Man, and Cybernetics | 2012 | 444 |
| 31 | Dynamics of facial expression: recognition of facial actions and their temporal segments from face profile image sequences | IEEE Transactions on Systems, Man, and Cybernetics | 2006 | 443 |
| 32 | A Novel Infinite-Time Optimal Tracking Control Scheme for a Class of Discrete-Time Nonlinear Systems via the Greedy HDP Iteration Algorithm | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 438 |
| 33 | Notice of Violation of IEEE Publication Principles: New Delay-Dependent Exponential $H_{\infty}$ Synchronization for Uncertain Neural Networks With Mixed Time Delays | IEEE Transactions on Systems, Man, and Cybernetics | 2010 | 428 |
| 34 | Wavelet Support Vector Machine | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 424 |
| 35 | Classification of adaptive memetic algorithms: a comparative study | IEEE Transactions on Systems, Man, and Cybernetics | 2006 | 424 |
| 36 | Observer-Based Adaptive Fuzzy Backstepping Dynamic Surface Control for a Class of MIMO Nonlinear Systems | IEEE Transactions on Systems, Man, and Cybernetics | 2011 | 420 |
| 37 | An Effective PSO-Based Memetic Algorithm for Flow Shop Scheduling | IEEE Transactions on Systems, Man, and Cybernetics | 2007 | 417 |
| 38 | Multiclass Imbalance Problems: Analysis and Potential Solutions | IEEE Transactions on Systems, Man, and Cybernetics | 2012 | 413 |
| 39 | Performance evaluation of fuzzy classifier systems for multidimensional pattern classification problems | IEEE Transactions on Systems, Man, and Cybernetics | 1999 | 402 |
| 40 | Cooperative Control and Potential Games | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 402 |
| 41 | Evolving fuzzy neural networks for supervised/unsupervised online knowledge-based learning | IEEE Transactions on Systems, Man, and Cybernetics | 2001 | 400 |
| 42 | Similarity measures in fuzzy rule base simplification | IEEE Transactions on Systems, Man, and Cybernetics | 1998 | 398 |
| 43 | Multiview Spectral Embedding | IEEE Transactions on Systems, Man, and Cybernetics | 2010 | 397 |
| 44 | A New Approach to Stability Analysis and Stabilization of Discrete-Time T-S Fuzzy Time-Varying Delay Systems | IEEE Transactions on Systems, Man, and Cybernetics | 2011 | 397 |
| 45 | Evolutionary algorithm based offline/online path planner for uav navigation | IEEE Transactions on Systems, Man, and Cybernetics | 2003 | 396 |
| 46 | Adaptive Sliding-Mode Control for NonlinearSystems With Uncertain Parameters | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 394 |
| 47 | Adaptive NN Backstepping Output-Feedback Control for Stochastic Nonlinear Strict-Feedback Systems With Time-Varying Delays | IEEE Transactions on Systems, Man, and Cybernetics | 2010 | 391 |
| 48 | Reinforcement Learning for Partially Observable Dynamic Processes: Adaptive Dynamic Programming Using Measured Output Data | IEEE Transactions on Systems, Man, and Cybernetics | 2011 | 391 |
| 49 | Stability Analysis of Interval Type-2 Fuzzy-Model-Based Control Systems | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 384 |
| 50 | Leaderless and Leader-Following Consensus With Communication and Input Delays Under a Directed Network Topology | IEEE Transactions on Systems, Man, and Cybernetics | 2011 | 384 |
