| 2007 | A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines. | Tams Kenesei, Johannes A. Roubos, Jnos Abonyi |
| 2007 | Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes. | Jaco A. Jordaan, Michal A. van Wyk, Barend J. van Wyk |
| 2007 | Load Forecasting with Support Vector Machines and Semi-parametric Method. | Jaco A. Jordaan, Abhisek Ukil |
| 2007 | Optimizing Web Structures Using Web Mining Techniques. | Jonathan Jeffrey, Peter Karski, Bjrn Lohrmann, Keivan Kianmehr, Reda Alhajj |
| 2007 | A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. | Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase |
| 2007 | The Outer Impartation Information Content of Rules and Rule Sets. | Dan Hu, Yuanfu Feng |
| 2007 | Classification Based on the Trace of Variables over Time. | Frank Hppner, Alexander Topp |
| 2007 | The Effect of Missing Wind Speed Data on Wind Power Estimation. | Fatih Onur Hocaoglu, Mehmet Kurban |
| 2007 | Statistical Analysis of Sample-Size Effects in ICA. | J. Michael Herrmann, Fabian J. Theis |
| 2007 | Intrusion Detection at Packet Level by Unsupervised Architectures. | lvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino |
| 2007 | Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles. | Daniel Hernndez-Lobato, Gonzalo Martnez-Muoz, Alberto Surez |
| 2007 | Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection. | Shan He, Xiaoli Li |
| 2007 | Making Class Bias Useful: A Strategy of Learning from Imbalanced Data. | Jie Gu, Yuanbing Zhou, Xianqiang Zuo |
| 2007 | Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks. | Pedro Antonio Gutirrez, Csar Hervs, Manuel Lozano |
| 2007 | A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Paula Fraguela |
| 2007 | Knowledge Extraction from Unstructured Surface Meshes. | Lars Grning, Markus Olhofer, Bernhard Sendhoff |
| 2007 | Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity. | Petro M. Gopych, Anna Kolot |
| 2007 | Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational Performance. | Petro M. Gopych |
| 2007 | Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers. | Roberto Gil-Pita, Xin Yao |
| 2007 | An Evolutionary Hyperheuristic to Solve Strip-Packing Problems. | Pablo Garrido, Mara Cristina Riff |
| 2007 | A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks. | Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2007 | Visualising and Clustering Video Data. | Colin Fyfe, Wei Chuang Ooi, Hanseok Ko |
| 2007 | HPGP: An Abstraction-Based Framework for Decision-Theoretic Planning. | Letcia Maria Friske, Carlos H. C. Ribeiro |
| 2007 | Topological Tree Clustering of Social Network Search Results. | Richard T. Freeman |
| 2007 | Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting. | Seyed Mostafa Fakhrahmad, A. Zare, Mansoor Zolghadri Jahromi |