| 1 | -- | 3 | Sanghamitra Bandyopadhyay, Ujjwal Maulik, Carlos Artemio Coello Coello, Witold Pedrycz. Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining |
| 4 | -- | 19 | Anirban Mukhopadhyay 0001, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Carlos Artemio Coello Coello. A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I |
| 20 | -- | 35 | Anirban Mukhopadhyay 0001, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Carlos A. Coello Coello. Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part II |
| 36 | -- | 53 | Alvaro Garcia-Piquer, Albert Fornells, Jaume Bacardit, Albert Orriols-Puig, Elisabet Golobardes. Large-Scale Experimental Evaluation of Cluster Representations for Multiobjective Evolutionary Clustering |
| 54 | -- | 69 | Diana Martín Rodríguez, Alejandro Rosete, Jesús Alcalá-Fdez, Francisco Herrera. A New Multiobjective Evolutionary Algorithm for Mining a Reduced Set of Interesting Positive and Negative Quantitative Association Rules |
| 70 | -- | 81 | Yu-Jun Zheng, Hai-Feng Ling, Jin-Yun Xue, Sheng Yong Chen. Population Classification in Fire Evacuation: A Multiobjective Particle Swarm Optimization Approach |
| 82 | -- | 97 | Maoguo Gong, Qing Cai, Xiaowei Chen, Lijia Ma. Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition |
| 98 | -- | 113 | Xianneng Li, Shingo Mabu, Kotaro Hirasawa. A Novel Graph-Based Estimation of the Distribution Algorithm and its Extension Using Reinforcement Learning |
| 114 | -- | 130 | Ke Li, Álvaro Fialho, Sam Kwong, Qingfu Zhang. Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition |
| 131 | -- | 144 | Gary G. Yen, Zhenan He. Performance Metric Ensemble for Multiobjective Evolutionary Algorithms |