| 2007 | Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets. | Seyed Mostafa Fakhrahmad, Mansoor Zolghadri Jahromi, M. H. Sadreddini |
| 2007 | Preference Learning from Interval Pairwise Data. A Distance-Based Approach. | Esther Dopazo, Mauricio Ruiz-Tagle, Juan Robles |
| 2007 | Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models. | Sergio Donoso, Nicols Marn, Mara Amparo Vila Miranda |
| 2007 | A Tool for Web Usage Mining. | Jos M. Domenech, Javier Lorenzo |
| 2007 | Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods. | Sampath Deegalla, Henrik Bostrm |
| 2007 | Interface Agents' Design for a DRT Transportation System Using PASSI. | Claudio Cubillos, Sandra Gaete |
| 2007 | Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences. | Jos Carlos Cortizo, J. Ignacio Girldez, Maria Cruz Gaya |
| 2007 | Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma. | Raymond Chiong, Sandeep Dhakal, Lubo Jankovic |
| 2007 | Sparse Kernel Modelling: A Unified Approach. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2007 | Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems. | Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace |
| 2007 | Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach. | Shu-Heng Chen, Bin-Tzong Chie |
| 2007 | An Edit Distance Approach to Shallow Semantic Labeling. | Samuel W. K. Chan |
| 2007 | Detecting Phishing E-mails by Heterogeneous Classification. | M. Dolores del Castillo, ngel Iglesias, Jose Ignacio Serrano |
| 2007 | An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets. | Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera |
| 2007 | Evolving Tree Algorithm Modifications. | Vincenzo Cannella, Riccardo Rizzo, Roberto Pirrone |
| 2007 | Active Learning for Regression Based on Query by Committee. | Robert Burbidge, Jem J. Rowland, Ross D. King |
| 2007 | Correction of Medical Handwriting OCR Based on Semantic Similarity. | Bartosz Broda, Maciej Piasecki |
| 2007 | Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification. | Andrea Bosin, Nicoletta Dess, Barbara Pes |
| 2007 | Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning. | Michael Biehl, Rainer Breitling, Yang Li |
| 2007 | Hierarchical Program Representation for Program Element Matching. | Fernando Berzal Galiano, Juan Carlos Cubero Talavera, Ada Jimnez |
| 2007 | Discrete Time Portfolio Selection with Lvy Processes. | Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino |
| 2007 | Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application. | Antonio Bella, Csar Ferri, Jos Hernndez-Orallo, M. Jos Ramrez-Quintana |
| 2007 | Quality of Adaptation of Fusion ViSOM. | Bruno Baruque, Emilio Corchado, Hujun Yin |
| 2007 | Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data. | Sajib Barua, Reda Alhajj |
| 2007 | Square Penalty Support Vector Regression. | lvaro Barbero Jimnez, Jorge Lpez Lzaro, Jos R. Dorronsoro |