| 7 | -- | 9 | Roberto Ruiz, Karina Gilbert, José C. Riquelme. Special Issue: Data Mining |
| 11 | -- | 18 | José C. Riquelme, Roberto Ruiz, Karina Gilbert. Data Mining: Concepts and Trends |
| 19 | -- | 30 | Pedro G. Espejo, César Hervás, Sebastián Ventura, Cristóbal Romero. Selection of Logical Operators for Inducing Comprehensible Knowledge |
| 31 | -- | 38 | José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez. A meta-learning framework for pattern classification by means of data complexity measures |
| 39 | -- | 47 | Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga. Discriminative Learning of Bayesian Network Classifiers |
| 49 | -- | 58 | Gonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno. Multiple classifier systems and layered learning based on CIDIM |
| 59 | -- | 68 | Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana. The Mimetic Technique when the Original Data is Not Available: Model Learning and Revision |
| 69 | -- | 77 | M. Julia Flores, José A. Gámez, Juan L. Mateo, Jose Miguel Puerta. Seleccion genetica para la mejora de la raza ovina manchega mediante tecnicas de Mineria de Datos |
| 79 | -- | 88 | Eugenio Fco. Sánchez-Úbeda, Antonio Muñoz, José Villar. Mining and visualization of Spanish electricity market data |
| 89 | -- | 98 | Ricardo A. Baeza-Yates, Barbara Poblete. A query mining model for the design of content and structure in a Web site |
| 97 | -- | 107 | Magda Ruiz, Joan Colomer, Joaquím Meléndez. Combination of statistical process control (SPC) methods and classification strategies for situation assessment of batch process |
| 109 | -- | 121 | Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana. Similarity Functions for Structured Data. An Application to Decision Trees |