| 1 | -- | 2 | José Manuel Benítez, Nicolás García-Pedrajas, Francisco Herrera. Special issue on "New Trends in Data Mining" NTDM |
| 3 | -- | 12 | Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera. Evolutionary-based selection of generalized instances for imbalanced classification |
| 13 | -- | 21 | Vicente García, Javier Salvador Sánchez, Ramón Alberto Mollineda. On the effectiveness of preprocessing methods when dealing with different levels of class imbalance |
| 22 | -- | 34 | Nicolás García-Pedrajas, Javier Pérez-Rodríguez, María D. García-Pedrajas, Domingo Ortiz-Boyer, Colin Fyfe. Class imbalance methods for translation initiation site recognition in DNA sequences |
| 35 | -- | 44 | Pablo Bermejo, Luis de la Ossa, José A. Gámez, José Miguel Puerta. Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking |
| 45 | -- | 50 | Manuel Baena-García, Rafael Morales Bueno. Mining interestingness measures for string pattern mining |
| 51 | -- | 62 | Victoria Nebot, Rafael Berlanga Llavori. Finding association rules in semantic web data |
| 63 | -- | 76 | Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo. CMRules: Mining sequential rules common to several sequences |
| 77 | -- | 87 | Francisco Barrientos, Gregorio Ismael Sainz Palmero. Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree |