| # | Title | Journal | Year | Citations |
|---|
| 1 | A Threshold Selection Method from Gray-Level Histograms | IEEE Transactions on Systems, Man, and Cybernetics | 1979 | 30,260 |
| 2 | Textural Features for Image Classification | IEEE Transactions on Systems, Man, and Cybernetics | 1973 | 16,889 |
| 3 | Fuzzy identification of systems and its applications to modeling and control | IEEE Transactions on Systems, Man, and Cybernetics | 1985 | 15,669 |
| 4 | ANFIS: adaptive-network-based fuzzy inference system | IEEE Transactions on Systems, Man, and Cybernetics | 1993 | 12,684 |
| 5 | Ant system: optimization by a colony of cooperating agents | IEEE Transactions on Systems, Man, and Cybernetics | 1996 | 8,864 |
| 6 | Self-organized formation of topologically correct feature maps | Biological Cybernetics | 1982 | 7,427 |
| 7 | A Formal Basis for the Heuristic Determination of Minimum Cost Paths | IEEE Transactions on Systems Science and Cybernetics | 1968 | 7,260 |
| 8 | Outline of a New Approach to the Analysis of Complex Systems and Decision Processes | IEEE Transactions on Systems, Man, and Cybernetics | 1973 | 6,768 |
| 9 | On ordered weighted averaging aggregation operators in multicriteria decisionmaking | IEEE Transactions on Systems, Man, and Cybernetics | 1988 | 5,751 |
| 10 | A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters | Journal of Cybernetics | 1973 | 4,964 |
| 11 | “Neural” computation of decisions in optimization problems | Biological Cybernetics | 1985 | 4,693 |
| 12 | Fuzzy logic in control systems: fuzzy logic controller. I | IEEE Transactions on Systems, Man, and Cybernetics | 1990 | 4,650 |
| 13 | Extreme Learning Machine for Regression and Multiclass Classification | IEEE Transactions on Systems, Man, and Cybernetics | 2012 | 4,557 |
| 14 | Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position | Biological Cybernetics | 1980 | 3,764 |
| 15 | Survey of Wireless Indoor Positioning Techniques and Systems | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2007 | 3,151 |
| 16 | A theory of biological pattern formation | Biological Cybernetics | 1972 | 2,683 |
| 17 | A survey of decision tree classifier methodology | IEEE Transactions on Systems, Man, and Cybernetics | 1991 | 2,671 |
| 18 | A model for types and levels of human interaction with automation | IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans | 2000 | 2,432 |
| 19 | Generating fuzzy rules by learning from examples | IEEE Transactions on Systems, Man, and Cybernetics | 1992 | 2,354 |
| 20 | Skills, rules, and knowledge; signals, signs, and symbols, and other distinctions in human performance models | IEEE Transactions on Systems, Man, and Cybernetics | 1983 | 2,328 |
| 21 | Coherent oscillations: A mechanism of feature linking in the visual cortex? | Biological Cybernetics | 1988 | 2,262 |
| 22 | Neuronlike adaptive elements that can solve difficult learning control problems | IEEE Transactions on Systems, Man, and Cybernetics | 1983 | 2,195 |
| 23 | Optimization of Control Parameters for Genetic Algorithms | IEEE Transactions on Systems, Man, and Cybernetics | 1986 | 2,186 |
| 24 | A theoretical model of phase transitions in human hand movements | Biological Cybernetics | 1985 | 2,172 |
| 25 | The structure of images | Biological Cybernetics | 1984 | 2,104 |
| 26 | Well-Separated Clusters and Optimal Fuzzy Partitions | Journal of Cybernetics | 1974 | 2,061 |
| 27 | Adaptive probabilities of crossover and mutation in genetic algorithms | IEEE Transactions on Systems, Man, and Cybernetics | 1994 | 1,990 |
| 28 | A fuzzy K-nearest neighbor algorithm | IEEE Transactions on Systems, Man, and Cybernetics | 1985 | 1,964 |
| 29 | A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2012 | 1,955 |
| 30 | Absolute stability of global pattern formation and parallel memory storage by competitive neural networks | IEEE Transactions on Systems, Man, and Cybernetics | 1983 | 1,919 |
| 31 | Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors | Biological Cybernetics | 1976 | 1,819 |
| 32 | Dynamics of pattern formation in lateral-inhibition type neural fields | Biological Cybernetics | 1977 | 1,768 |
| 33 | Bidirectional associative memories | IEEE Transactions on Systems, Man, and Cybernetics | 1988 | 1,704 |
| 34 | A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue | Biological Cybernetics | 1973 | 1,698 |
| 35 | Methods of combining multiple classifiers and their applications to handwriting recognition | IEEE Transactions on Systems, Man, and Cybernetics | 1992 | 1,687 |
| 36 | Linear Prediction of Speech | Communication and Cybernetics | 1976 | 1,685 |
| 37 | Textural Features Corresponding to Visual Perception | IEEE Transactions on Systems, Man, and Cybernetics | 1978 | 1,682 |
| 38 | A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2010 | 1,667 |
| 39 | A Survey on Visual Surveillance of Object Motion and Behaviors | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2004 | 1,666 |
| 40 | Extreme learning machines: a survey | International Journal of Machine Learning and Cybernetics | 2011 | 1,625 |
| 41 | Adaptive Particle Swarm Optimization | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 1,549 |
| 42 | Picture Thresholding Using an Iterative Selection Method | IEEE Transactions on Systems, Man, and Cybernetics | 1978 | 1,545 |
| 43 | A hierarchical neural-network model for control and learning of voluntary movement | Biological Cybernetics | 1987 | 1,482 |
| 44 | Gesture Recognition: A Survey | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2007 | 1,476 |
| 45 | Asymptotic Properties of Nearest Neighbor Rules Using Edited Data | IEEE Transactions on Systems, Man, and Cybernetics | 1972 | 1,458 |
| 46 | Formation and control of optimal trajectory in human multijoint arm movement | Biological Cybernetics | 1989 | 1,450 |
| 47 | Partial directed coherence: a new concept in neural structure determination | Biological Cybernetics | 2001 | 1,446 |
| 48 | Self-organization of orientation sensitive cells in the striate cortex | Biological Cybernetics | 1973 | 1,399 |
| 49 | Vague sets | IEEE Transactions on Systems, Man, and Cybernetics | 1993 | 1,394 |
| 50 | Exploratory Undersampling for Class-Imbalance Learning | IEEE Transactions on Systems, Man, and Cybernetics | 2009 | 1,393 |
| 51 | RUSBoost: A Hybrid Approach to Alleviating Class Imbalance | IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans | 2010 | 1,335 |
| 52 | A Comprehensive Survey of Multiagent Reinforcement Learning | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2008 | 1,328 |
| 53 | Neural networks for classification: a survey | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2000 | 1,297 |
| 54 | Development and application of a metric on semantic nets | IEEE Transactions on Systems, Man, and Cybernetics | 1989 | 1,283 |
| 55 | Polynomial Theory of Complex Systems | IEEE Transactions on Systems, Man, and Cybernetics | 1971 | 1,274 |
| 56 | Iterative Learning Control: Brief Survey and Categorization | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2007 | 1,268 |
| 57 | Compliance and Force Control for Computer Controlled Manipulators | IEEE Transactions on Systems, Man, and Cybernetics | 1981 | 1,262 |
| 58 | Prior Probabilities | IEEE Transactions on Systems Science and Cybernetics | 1968 | 1,238 |
| 59 | Educational Data Mining: A Review of the State of the Art | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2010 | 1,232 |
| 60 | Fuzzy logic in control systems: fuzzy logic controller. II | IEEE Transactions on Systems, Man, and Cybernetics | 1990 | 1,229 |
| 61 | Enhanced Computer Vision With Microsoft Kinect Sensor: A Review | IEEE Transactions on Cybernetics | 2013 | 1,211 |
| 62 | Scene Labeling by Relaxation Operations | IEEE Transactions on Systems, Man, and Cybernetics | 1976 | 1,195 |
| 63 | Theory and Application of Digital Signal Processing | IEEE Transactions on Systems, Man, and Cybernetics | 1978 | 1,191 |
| 64 | A Comparative Study of Texture Measures for Terrain Classification | IEEE Transactions on Systems, Man, and Cybernetics | 1976 | 1,173 |
| 65 | Genetic K-means algorithm | IEEE Transactions on Systems, Man, and Cybernetics | 1999 | 1,141 |
| 66 | Adaptive Neural Network Control of an Uncertain Robot With Full-State Constraints | IEEE Transactions on Cybernetics | 2016 | 1,046 |
| 67 | The Distance-Weighted k-Nearest-Neighbor Rule | IEEE Transactions on Systems, Man, and Cybernetics | 1976 | 1,031 |
| 68 | On the computational architecture of the neocortex | Biological Cybernetics | 1992 | 1,010 |
| 69 | Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach | IEEE Transactions on Cybernetics | 2013 | 1,003 |
| 70 | Real-time obstacle avoidance for fast mobile robots | IEEE Transactions on Systems, Man, and Cybernetics | 1989 | 992 |
| 71 | A neural cocktail-party processor | Biological Cybernetics | 1986 | 980 |
| 72 | Cluster Validity with Fuzzy Sets | Journal of Cybernetics | 1973 | 967 |
| 73 | Multiobjective optimization and multiple constraint handling with evolutionary algorithms. I. A unified formulation | IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans | 1998 | 960 |
| 74 | Review of pseudoinverse control for use with kinematically redundant manipulators | IEEE Transactions on Systems, Man, and Cybernetics | 1983 | 959 |
| 75 | Self-organized control of bipedal locomotion by neural oscillators in unpredictable environment | Biological Cybernetics | 1991 | 957 |
| 76 | Accelerating the convergence of the back-propagation method | Biological Cybernetics | 1988 | 947 |
| 77 | Robust Image Segmentation Using FCM With Spatial Constraints Based on New Kernel-Induced Distance Measure | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 944 |
| 78 | Auto-association by multilayer perceptrons and singular value decomposition | Biological Cybernetics | 1988 | 942 |
| 79 | Methods for Visual Understanding of Hierarchical System Structures | IEEE Transactions on Systems, Man, and Cybernetics | 1981 | 922 |
| 80 | A new method of the description of the information flow in the brain structures | Biological Cybernetics | 1991 | 916 |
| 81 | A Review of the Integrate-and-fire Neuron Model: I. Homogeneous Synaptic Input | Biological Cybernetics | 2006 | 905 |
| 82 | Some new indexes of cluster validity | IEEE Transactions on Systems, Man, and Cybernetics | 1998 | 902 |
| 83 | Second-Order Consensus for Multiagent Systems With Directed Topologies and Nonlinear Dynamics | IEEE Transactions on Systems, Man, and Cybernetics | 2010 | 891 |
| 84 | Textural features corresponding to textural properties | IEEE Transactions on Systems, Man, and Cybernetics | 1989 | 886 |
| 85 | Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns | Biological Cybernetics | 1995 | 878 |
| 86 | The mechanics of multi-joint posture and movement control | Biological Cybernetics | 1985 | 869 |
| 87 | Discrete-Time Nonlinear HJB Solution Using Approximate Dynamic Programming: Convergence Proof | IEEE Transactions on Systems, Man, and Cybernetics | 2008 | 865 |
| 88 | A Fuzzy-Set-Theoretic Interpretation of Linguistic Hedges | Journal of Cybernetics | 1972 | 863 |
| 89 | Induced ordered weighted averaging operators | IEEE Transactions on Systems, Man, and Cybernetics | 1999 | 860 |
| 90 | Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance | Biological Cybernetics | 2001 | 858 |
| 91 | A k-nearest neighbor classification rule based on Dempster-Shafer theory | IEEE Transactions on Systems, Man, and Cybernetics | 1995 | 856 |
| 92 | Physical principles for economies of skilled movements | Biological Cybernetics | 1983 | 854 |
| 93 | Shape Discrimination Using Fourier Descriptors | IEEE Transactions on Systems, Man, and Cybernetics | 1977 | 850 |
| 94 | An Approach to Online Identification of Takagi-Sugeno Fuzzy Models | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 844 |
| 95 | Understanding bag-of-words model: a statistical framework | International Journal of Machine Learning and Cybernetics | 2010 | 837 |
| 96 | An Overview of Recent Advances in Event-Triggered Consensus of Multiagent Systems | IEEE Transactions on Cybernetics | 2018 | 820 |
| 97 | Linear Regression Analysis with Fuzzy Model | IEEE Transactions on Systems, Man, and Cybernetics | 1982 | 818 |
| 98 | On Learning, Representing, and Generalizing a Task in a Humanoid Robot | IEEE Transactions on Systems, Man, and Cybernetics | 2007 | 817 |
| 99 | A Hybrid of Genetic Algorithm and Particle Swarm Optimization for Recurrent Network Design | IEEE Transactions on Systems, Man, and Cybernetics | 2004 | 815 |
| 100 | Ecological interface design: theoretical foundations | IEEE Transactions on Systems, Man, and Cybernetics | 1992 | 805 |
