| 2005 | Knowledge Extraction from Neural Networks Using the All-Permutations Fuzzy Rule Base: The LED Display Recognition Problem. | Eyal Kolman, Michael Margaliot |
| 2005 | On the Design of a Parallel Genetic Algorithm Based on a Modified Survival Method for Evolvable Hardware. | Dong-Sun Kim, Hyunsik Kim, Youn-Sung Lee, Duck-Jin Chung |
| 2005 | Matching Algorithm for Hangul Recognition Based on PDA. | Hyeong-Gyun Kim, Yong Ho Kim, Jong-Geun Jeong |
| 2005 | A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures. | Peter M. Kelly, T. Martin McGinnity, Liam P. Maguire, L. J. McDaid |
| 2005 | Clustering of Signals Using Incomplete Independent Component Analysis. | Ingo R. Keck, Elmar Wolfgang Lang, Salua Nassabay, Carlos Garca Puntonet |
| 2005 | Analog VLSI Implementation of Adaptive Synapses in Pulsed Neural Networks. | Tim Kaulmann, Markus Ferber, Ulf Witkowski, Ulrich Rckert |
| 2005 | Efficient Design of Fixed Point Digital FIR Filters by Using Differential Evolution Algorithm. | Nurhan Karaboga, Bahadir Cetinkaya |
| 2005 | Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach. | Tobias Jung, Luis Javier Herrera, Bernhard Schlkopf |
| 2005 | Web Usage Mining Using Support Vector Machine. | Sung-Hae Jun |
| 2005 | Direct and Recursive Prediction of Time Series Using Mutual Information Selection. | Yongnan Ji, Jin Hao, Nima Reyhani, Amaury Lendasse |
| 2005 | Layered Network Computations by Parallel Nonlinear Processing. | Naohiro Ishii, Toshinori Deguchi, Hiroshi Sasaki |
| 2005 | Canonical Correlation Analysis Using for DOA Estimation of Multiple Audio Sources. | Gaoming Huang, Luxi Yang, Zhenya He |
| 2005 | Connections Between ICA and Sparse Coding Revisited. | Susana Hornillo-Mellado, Rubn Martn-Clemente, Juan Manuel Grriz Sez |
| 2005 | TaSe Model for Long Term Time Series Forecasting. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Olga Valenzuela, Alberto Prieto |
| 2005 | Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Jess Gonzlez, Mohammed Awad |
| 2005 | Lamarckian Clonal Selection Algorithm Based Function Optimization. | Wuhong He, Haifeng Du, Licheng Jiao, Jing Li |
| 2005 | Controlling Force Based on Radial Fuzzy Functions in High-Speed Machining Processes. | Rodolfo Haber-Guerra, Rodolfo Haber-Haber, Jos R. Alique |
| 2005 | Multi-kernel Growing Support Vector Regressor. | D. Gutirrez-Gonzlez, Emilio Parrado-Hernndez, ngel Navia-Vzquez |
| 2005 | Crack Detection in Wooden Pallets Using the Wavelet Transform of the Histogram of Connected Elements. | Miguel ngel Patricio Guisado, Daro Maravall Gmez-Allende, Luis Usero Aragons, J. Rejn |
| 2005 | Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm. | Alberto Guilln, Ignacio Rojas, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto |
| 2005 | Voice Activity Detection Using Higher Order Statistics. | Juan Manuel Grriz, Javier Ramrez, Jos C. Segura, Susana Hornillo-Mellado |
| 2005 | Average Time Complexity of Estimation of Distribution Algorithms. | Cristina Gonzlez, A. Ramrez, Jos Antonio Lozano, Pedro Larraaga |
| 2005 | Two Hardware Implementations of the Exhaustive Synthetic AER Generation Method. | Francisco Gomez-Rodriguez, Rafael Paz, Lourdes Miro-Amarante, Alejandro Linares-Barranco, Gabriel Jimnez, Antn Civit |
| 2005 | A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware. | Brendan P. Glackin, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu, Ammar Belatreche |
| 2005 | An Approach to Reduce the Cost of Evaluation in Evolutionary Learning. | Ral Girldez, Norberto Daz-Daz, Isabel A. Nepomuceno-Chamorro, Jess S. Aguilar-Ruiz |