| # | Title | Journal | Year | Citations |
|---|
| 1 | Ant colony optimization | IEEE Computational Intelligence Magazine | 2006 | 3,284 |
| 2 | Recent Trends in Deep Learning Based Natural Language Processing [Review Article] | IEEE Computational Intelligence Magazine | 2018 | 2,089 |
| 3 | PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum] | IEEE Computational Intelligence Magazine | 2017 | 1,366 |
| 4 | Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier] | IEEE Computational Intelligence Magazine | 2010 | 913 |
| 5 | Evolutionary multi-objective optimization: a historical view of the field | IEEE Computational Intelligence Magazine | 2006 | 911 |
| 6 | Ant Colony Optimization | IEEE Computational Intelligence Magazine | 2006 | 906 |
| 7 | Time Series Prediction Using Support Vector Machines: A Survey | IEEE Computational Intelligence Magazine | 2009 | 776 |
| 8 | Adaptive Dynamic Programming: An Introduction | IEEE Computational Intelligence Magazine | 2009 | 711 |
| 9 | Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article] | IEEE Computational Intelligence Magazine | 2014 | 688 |
| 10 | Type-2 fuzzy sets and systems: an overview | IEEE Computational Intelligence Magazine | 2007 | 621 |
| 11 | Learning in Nonstationary Environments: A Survey | IEEE Computational Intelligence Magazine | 2015 | 519 |
| 12 | Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article] | IEEE Computational Intelligence Magazine | 2016 | 470 |
| 13 | Type-2 FLCs: A New Generation of Fuzzy Controllers | IEEE Computational Intelligence Magazine | 2007 | 391 |
| 14 | Memetic Computation—Past, Present & Future [Research Frontier | IEEE Computational Intelligence Magazine | 2010 | 379 |
| 15 | Advances in artificial immune systems | IEEE Computational Intelligence Magazine | 2006 | 374 |
| 16 | Local Receptive Fields Based Extreme Learning Machine | IEEE Computational Intelligence Magazine | 2015 | 299 |
| 17 | Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail | IEEE Computational Intelligence Magazine | 2016 | 297 |
| 18 | Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier] | IEEE Computational Intelligence Magazine | 2018 | 246 |
| 19 | Learning deep physiological models of affect | IEEE Computational Intelligence Magazine | 2013 | 229 |
| 20 | VEP-based brain-computer interfaces: time, frequency, and code modulations [Research Frontier | IEEE Computational Intelligence Magazine | 2009 | 225 |
| 21 | Fuzzy Control Systems: Past, Present and Future | IEEE Computational Intelligence Magazine | 2019 | 214 |
| 22 | Evolutionary Computation Meets Machine Learning: A Survey | IEEE Computational Intelligence Magazine | 2011 | 204 |
| 23 | Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum] | IEEE Computational Intelligence Magazine | 2014 | 204 |
| 24 | ?Hybrid Particle Swarm Optimization and Genetic Algorithm for Multi-UAV Formation Reconfiguration | IEEE Computational Intelligence Magazine | 2013 | 197 |
| 25 | What Computing with Words Means to Me [Discussion Forum | IEEE Computational Intelligence Magazine | 2010 | 195 |
| 26 | Type-2 Fuzzy Logic: A Historical View | IEEE Computational Intelligence Magazine | 2007 | 191 |
| 27 | Hands-On Bayesian Neural Networks—A Tutorial for Deep Learning Users | IEEE Computational Intelligence Magazine | 2022 | 189 |
| 28 | The Emerging "Big Dimensionality" | IEEE Computational Intelligence Magazine | 2014 | 188 |
| 29 | How Intense Are You? Predicting Intensities of Emotions and Sentiments using Stacked Ensemble [Application Notes] | IEEE Computational Intelligence Magazine | 2020 | 187 |
| 30 | Roombots: Reconfigurable Robots for Adaptive Furniture | IEEE Computational Intelligence Magazine | 2010 | 185 |
| 31 | Memetic Compact Differential Evolution for Cartesian Robot Control | IEEE Computational Intelligence Magazine | 2010 | 154 |
| 32 | Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to? | IEEE Computational Intelligence Magazine | 2019 | 154 |
| 33 | A pso-based mobile robot for odor source localization in dynamic advection-diffusion with obstacles environment: theory, simulation and measurement | IEEE Computational Intelligence Magazine | 2007 | 152 |
| 34 | Computing with Words: Zadeh, Turing, Popper and Occam | IEEE Computational Intelligence Magazine | 2007 | 145 |
| 35 | A systems approach to evolutionary multiobjective structural optimization and beyond | IEEE Computational Intelligence Magazine | 2009 | 145 |
| 36 | Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications | IEEE Computational Intelligence Magazine | 2012 | 129 |
| 37 | Toward Human Level Machine Intelligence - Is It Achievable? The Need for a Paradigm Shift | IEEE Computational Intelligence Magazine | 2008 | 125 |
| 38 | Short-Term Load Forecasting with Neural Network Ensembles: A Comparative Study [Application Notes] | IEEE Computational Intelligence Magazine | 2011 | 118 |
| 39 | Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns | IEEE Computational Intelligence Magazine | 2015 | 118 |
| 40 | Type-2 Fuzzy Sets and Systems: An Overview [corrected reprint] | IEEE Computational Intelligence Magazine | 2007 | 115 |
| 41 | Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions (Mendel, J.M.; 2001) [book review] | IEEE Computational Intelligence Magazine | 2007 | 115 |
| 42 | Evolutionary Transfer Optimization - A New Frontier in Evolutionary Computation Research | IEEE Computational Intelligence Magazine | 2021 | 115 |
| 43 | Artificial Intelligence Enabled Internet of Things: Network Architecture and Spectrum Access | IEEE Computational Intelligence Magazine | 2020 | 114 |
| 44 | Fuzzy Clustering: A Historical Perspective | IEEE Computational Intelligence Magazine | 2019 | 111 |
| 45 | Personalized Recommendation Based on Evolutionary Multi-Objective Optimization [Research Frontier] | IEEE Computational Intelligence Magazine | 2015 | 107 |
| 46 | Evolving artificial neural network ensembles | IEEE Computational Intelligence Magazine | 2008 | 105 |
| 47 | Graph Neural Networks in TensorFlow and Keras with Spektral [Application Notes] | IEEE Computational Intelligence Magazine | 2021 | 104 |
| 48 | Frame-Based Detection of Opinion Holders and Topics: A Model and a Tool | IEEE Computational Intelligence Magazine | 2014 | 102 |
| 49 | Reinforcement Learning and Deep Learning Based Lateral Control for Autonomous Driving [Application Notes] | IEEE Computational Intelligence Magazine | 2019 | 100 |
| 50 | Optimal Satellite Formation Reconfiguration Based on Closed-Loop Brain Storm Optimization | IEEE Computational Intelligence Magazine | 2013 | 99 |
