| 2006 | Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors. | Mats Sjberg, Jorma Laaksonen, Matti Pll, Timo Honkela |
| 2006 | Application of Radial Basis Function Networks for Wind Power Forecasting. | George Sideratos, Nikos D. Hatziargyriou |
| 2006 | Local Factor Analysis with Automatic Model Selection: A Comparative Study and Digits Recognition Application. | Lei Shi, Lei Xu |
| 2006 | Comparative Investigation on Dimension Reduction and Regression in Three Layer Feed-Forward Neural Network. | Lei Shi, Lei Xu |
| 2006 | A Neural Network Module with Pretuning for Search and Reproduction of Input-Output Mapping. | Igor Shepelev |
| 2006 | A Methodology for Estimating the Product Life Cycle Cost Using a Hybrid GA and ANN Model. | Kwang-Kyu Seo |
| 2006 | New Phenemenon on Power Transformers and Fault Identification Using Artificial Neural Networks. | Mehlika Sengl, Semra ztrk, Hasan Basri etinkaya, Tarik Erfidan |
| 2006 | MaxMinOver Regression: A Simple Incremental Approach for Support Vector Function Approximation. | Daniel Schneega, Kai Labusch, Thomas Martinetz |
| 2006 | Reference-Based Extraction of Phase Synchronous Components. | Jan-Hendrik Schleimer, Ricardo Vigrio |
| 2006 | Recurrent Neural Networks Are Universal Approximators. | Anton Maximilian Schfer, Hans-Georg Zimmermann |
| 2006 | Learning Long Term Dependencies with Recurrent Neural Networks. | Anton Maximilian Schfer, Steffen Udluft, Hans-Georg Zimmermann |
| 2006 | Time Window Width Influence on Dynamic BPTT(h) Learning Algorithm Performances: Experimental Study. | Vincent Scesa, Patrick Henaff, Fathi Ben Ouezdou, Faycal Namoun |
| 2006 | Dual Adaptive ANN Controllers Based on Wiener Models for Controlling Stable Nonlinear Systems. | Daniel Sbarbaro |
| 2006 | Learning Time-Series Similarity with a Neural Network by Combining Similarity Measures. | Maria Sagrebin, Nils Goerke |
| 2006 | Evaluating Users' Satisfaction in Packet Networks Using Random Neural Networks. | Gerardo Rubino, Pierre Tirilly, Martn Varela |
| 2006 | Second-Order (Non-Fourier) Attention-Based Face Detection. | Albert L. Rothenstein, Andrei Zaharescu, John K. Tsotsos |
| 2006 | Selective Tuning: Feature Binding Through Selective Attention. | Albert L. Rothenstein, John K. Tsotsos |
| 2006 | A Functional Approach to Variable Selection in Spectrometric Problems. | Fabrice Rossi, Damien Franois, Vincent Wertz, Michel Verleysen |
| 2006 | Two ICA Algorithms Applied to BSS in Non-destructive Vibratory Tests. | Juan Jos Gonzlez de la Rosa, Carlos Garca Puntonet, Rosa Piotrkowski, Isidro Lloret Galiana, Juan Manuel Grriz |
| 2006 | Feature Conjunctions in Visual Search. | Antonio Jose Rodrguez-Snchez, Evgueni Simine, John K. Tsotsos |
| 2006 | Learning Manifolds in Forensic Data. | Frdric Ratle, Anne-Laure Terrettaz-Zufferey, Mikhail F. Kanevski, Pierre Esseiva, Olivier Ribaux |
| 2006 | Visual Pathways for Detection of Landmark Points. | Konstantinos Raftopoulos, Nikolaos Papadakis, Klimis S. Ntalianis |
| 2006 | A Machine Learning Approach to Define Weights for Linear Combination of Forecasts. | Ricardo Bastos Cavalcante Prudncio, Teresa Bernarda Ludermir |
| 2006 | Applying REC Analysis to Ensembles of Sigma-Point Kalman Filters. | Alosio Carlos de Pina, Gerson Zaverucha |
| 2006 | A Neurocomputational Model of an Imitation Deficit Following Brain Lesion. | Biljana Petreska, Aude Billard |