| 2007 | Information Theoretic Derivations for Causality Detection: Application to Human Gait. | Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle |
| 2007 | Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez Gonzlez, Juan J. Fuertes-Martnez, Manuel Domnguez-Gonzlez, Perfecto Reguera-Acevedo |
| 2007 | Parallel-Series Perceptrons for the Simultaneous Determination of Odor Classes and Concentrations. | Daqi Gao, Jianli Sun, Xiaoyan Li |
| 2007 | A Neural Network for the Analysis of Multisensory Integration in the Superior Colliculus. | Cristiano Cuppini, Elisa Magosso, Andrea Serino, Giuseppe Di Pellegrino, Mauro Ursino |
| 2007 | Topology Aware Internet Traffic Forecasting Using Neural Networks. | Paulo Cortez, Miguel Rio, Pedro Nuno Miranda de Sousa, Miguel Rocha |
| 2007 | Boosting Unsupervised Competitive Learning Ensembles. | Emilio Corchado, Bruno Baruque, Hujun Yin |
| 2007 | Local Positioning System Based on Artificial Neural Networks. | Pedro Claro, Nuno Borges Carvalho |
| 2007 | A Maximum Weighted Likelihood Approach to Simultaneous Model Selection and Feature Weighting in Gaussian Mixture. | Yiu-ming Cheung, Hong Zeng |
| 2007 | Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences. | Michal Cernansk, Peter Tio |
| 2007 | Probabilistic Video-Based Gesture Recognition Using Self-organizing Feature Maps. | George Caridakis, Christos Pateritsas, Athanasios I. Drosopoulos, Andreas Stafylopatis, Stefanos D. Kollias |
| 2007 | Using Fuzzy, Neural and Fuzzy-Neural Combination Methods in Ensembles with Different Levels of Diversity. | Anne M. P. Canuto, Mrjory C. C. Abreu |
| 2007 | Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression. | Ben Van Calster, Jan Luts, Johan A. K. Suykens, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel |
| 2007 | Neural Dynamics Based Exploration Algorithm for a Mobile Robot. | Jeff Bueckert, Simon X. Yang |
| 2007 | Optimal Learning Rates for Clifford Neurons. | Sven Buchholz, Kanta Tachibana, Eckhard M. S. Hitzer |
| 2007 | Improving the GRLVQ Algorithm by the Cross Entropy Method. | Abderrahmane Boubezoul, Sbastien Paris, Mustapha Ouladsine |
| 2007 | Split-Merge Incremental LEarning (SMILE) of Mixture Models. | Konstantinos Blekas, Isaac E. Lagaris |
| 2007 | On the Combination of Dissimilarities for Gene Expression Data Analysis. | ngela Blanco, Manuel Martn-Merino, Javier De Las Rivas |
| 2007 | Semi-supervised Metrics for Textual Data Visualization. | ngela Blanco, Manuel Martn-Merino |
| 2007 | Global and Local Preserving Feature Extraction for Image Categorization. | Rongfang Bie, Xin Jin, Chuan Xu, Chuanliang Chen, Anbang Xu, Xian Shen |
| 2007 | Meta Learning Intrusion Detection in Real Time Network. | Rongfang Bie, Xin Jin, Chuanliang Chen, Chuan Xu, Ronghuai Huang |
| 2007 | An Adaptive Neuro-Fuzzy Inference System for Calculation Resonant Frequency and Input Resistance of Microstrip Dipole Antenna. | Siddik C. Basaran, Inayet B. Toprak, Ahmet Yardimci |
| 2007 | Extended Linear Models with Gaussian Prior on the Parameters and Adaptive Expansion Vectors. | Ignacio Barrio, Enrique Romero, Llus Belanche |
| 2007 | Selection of Basis Functions Guided by the L2 Soft Margin. | Ignacio Barrio, Enrique Romero, Llus Belanche |
| 2007 | Improving the Prediction Accuracy of Echo State Neural Networks by Anti-Oja's Learning. | Stefan Babinec, Jiri Pospichal |
| 2007 | Deterministic Nonlinear Spike Train Filtered by Spiking Neuron Model. | Yoshiyuki Asai, Takashi Yokoi, Alessandro E. P. Villa |