| 2005 | 13th European Symposium on Artificial Neural Networks, ESANN 2005, Bruges, Belgium, April 27-29, 2005, Proceedings |
| 2005 | A Class of Kernels For Sets of Vectors. Frédéric Desobry, Manuel Davy, William J. Fitzgerald |
| 2005 | A Neural Network that helps building a Nonlinear Dynamical model of a Power Amplifier. Georgina Stegmayer, Omar Chiotti, Giancarlo Orengo |
| 2005 | A Stability Condition for Neural Network Control of Uncertain Systems. Pornchai Khlaeo-om, Suwat Kuntanapreeda |
| 2005 | A multi-modular associator network for simple temporal sequence learning and generation. Michael Lawrence, Thomas Trappenberg, Alan Fine |
| 2005 | A neural network approach of ultra-wideband nearfield adaptive beamforming. Min Wang, Shuyuan Yang, Shunjun Wu |
| 2005 | A new approach based on wavelet-ICA algorithms for fetal electrocardiogram extraction. Bruno Azzerboni, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito |
| 2005 | A new learning algorithm for incremental self-organizing maps. Yann Prudent, Abdel Ennaji |
| 2005 | A probabilistic framework for mismatch and profile string kernels. Alexei Vinokourov, Andrei N. Soklakov, Craig Saunders |
| 2005 | A ridgelet kernel regression model using genetic algorithm. Shuyuan Yang, Min Wang, Licheng Jiao |
| 2005 | Adaline-based estimation of power harmonics. Djaffar Ould Abdeslam, Jean Mercklé, Patrice Wira |
| 2005 | Adaptive Simultaneous Perturbation Based Pruning Algorithm for Neural Control Systems. Jie Ni, Qing Song |
| 2005 | Adaptive robot learning in a non-stationary environment. Kary Främling |
| 2005 | An On-line Fisher Discriminant. Manuel Ortega-Moral, Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal |
| 2005 | An artificial neural network for analysing the survival of patients with colorectal cancer. Rachel Bittern, Alfred Cuschieri, Sergey Dolgobrodov, Robin Marshall, Peter Moore, Robert Steele |
| 2005 | Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation. Fernando Rojas Ruiz, Carlos García Puntonet, Ignacio Rojas Ruiz |
| 2005 | Applications of multi-objective structure optimization. Alexander Rainer Tassilo Gepperth, Stefan Roth |
| 2005 | Artificial intelligence techniques for the prediction of bladder cancer progression. Maysam F. Abbod, Jim W. F. Catto, Min-You Chen, Derek A. Linkens, Freddie C. Hamdy |
| 2005 | Artificial neural network fusion: Application to Arabic words recognition. Nadir Farah, Tarek Khadir, Mokhtar Sellami |
| 2005 | Artificial neural networks and prognosis in medicine. Survival analysis in breast cancer patients. Leonardo Franco, José M. Jerez, Emilio Alba |
| 2005 | Attractor neural networks with patchy connectivity. Christopher Johansson, Martin Rehn, Anders Lansner |
| 2005 | Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network. Olga Valenzuela, Ignacio Rojas Ruiz, Fernando Rojas Ruiz, Luisa Marquez |
| 2005 | Averaging on Riemannian manifolds and unsupervised learning using neural associative memory. Dimitri Nowicki, Oleksiy Dekhtyarenko |
| 2005 | Boosting by weighting boundary and erroneous samples. Vanessa Gómez-Verdejo, Manuel Ortega-Moral, Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal |
| 2005 | Chemical similarity searching using a neural graph matcher. Stefan Klinger, Jim Austin |
| 2005 | Classification using non-standard metrics. Barbara Hammer, Thomas Villmann |
| 2005 | Computational models of intracytoplasmic sperm injection prognosis. Hui Liu, Ash Kshirsagar, Jessica Ku, Dolores Lamb, Craig Niederberger |
| 2005 | Contextual Processing of Graphs using Self-Organizing Maps. Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi |
| 2005 | Contextual priming for artificial visual perception. Hervé Guillaume, Nathalie Denquive, Philippe Tarroux |
| 2005 | Coverage-performance estimation for classification with ambiguous data. Thomas Trappenberg |
| 2005 | Domain expert approximation through oracle learning. Joshua E. Menke, Tony R. Martinez |
| 2005 | Efficient estimation of multidimensional regression model with multilayer perceptron. Joseph Rynkiewicz |
| 2005 | Efficient evolutionary optimization using individual-based evolution control and neural networks: A comparative study. Lars Gräning, Yaochu Jin, Bernhard Sendhoff |
| 2005 | Efficient reinforcement learning through Evolutionary Acquisition of Neural Topologies. Yohannes Kassahun, Gerald Sommer |
| 2005 | Empirical evidence of the linear nature of magnetoencephalograms. Antti Honkela, Tomas Östman, Ricardo Vigário |
| 2005 | Evolutionary framework for the construction of diverse hybrid ensembles. Arjun Chandra, Xin Yao |
| 2005 | Evolving neural networks: Is it really worth the effort? John A. Bullinaria |
| 2005 | Experimental validation of a synapse model by adding synaptic conductances to excitable endocrine cells in culture. Sofiane Boussa, Mattieu Marin, Frank LeFoll, Alain Faure, Francois Leboulanger |
| 2005 | Exponential stability of implicit Euler, discrete-time Hopfield neural networks. Francisco R. Villatoro |
| 2005 | Exponential stability of stochastic, retarded neural netorks. Mark P. Joy |
| 2005 | Feature selection for high-dimensional industrial data. Michael Bensch, Michael Schröder, Martin Bogdan, Wolfgang Rosenstiel |
| 2005 | Functional topographic mapping for robust handling of outliers in brain tumour data. Alfredo Vellido, Paulo J. G. Lisboa |
| 2005 | Generalised Cross Validation for Noise-Free Data. Tony J. Dodd, Tun M. Ladoni |
| 2005 | Generalized Relevance LVQ with Correlation Measures for Biological Data. Marc Strickert, Nese Sreenivasulu, Winfriede Weschke, Udo Seiffert, Thomas Villmann |
| 2005 | Graph projection techniques for Self-Organizing Maps. Georg Pölzlbauer, Andreas Rauber, Michael Dittenbach |
| 2005 | Graph-based normalization. Catherine Aaron |
| 2005 | Handling outliers and missing data in brain tumour clinical assessment using t-GTM. Alfredo Vellido, Paulo J. G. Lisboa, Dolores Vicente |
| 2005 | Initialisation improvement in engineering feedforward ANN models. Agathoklis Krimpenis, George-Christopher Vosniakos |
| 2005 | Isolated word recognition using a Liquid State Machine. David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt |
| 2005 | Joint Regularization. Karsten M. Borgwardt, Omri Guttman, S. V. N. Vishwanathan, Alexander J. Smola |
| 2005 | Kernel methods and the exponential family. Stéphane Canu, Alexander J. Smola |
| 2005 | Learning to classify a collection of images and texts. Panagiotis Saragiotis, Bogdan Vrusias, Khurshid Ahmad |
| 2005 | Mixed Topological Map. Mustapha Lebbah, Aymeric Chazottes, Fouad Badran, Sylvie Thiria |
| 2005 | Modified backward feature selection by cross validation. Shigeo Abe |
| 2005 | Morphological memories for feature extraction in hyperspectral images. Manuel Graña, F. Xabier Albizuri, Alicia D'Anjou |
| 2005 | Mutual information and gamma test for input selection. Nima Reyhani, Jin Hao, Yongnan Ji, Amaury Lendasse |
| 2005 | Neural network classification using Shannon's entropy. Luís M. Silva, Joaquim Marques de Sá, Luís A. Alexandre |
| 2005 | Neuromimetic model of interval timing. Claude F. Touzet, Pierrick Demoulin, Borís Burle, Franck Vidal, Françoise Macar |
| 2005 | Non-Euclidean metrics for similarity search in noisy datasets. Damien François, Vincent Wertz, Michel Verleysen |
| 2005 | Novel Algorithm for Eliminating Folding Effect in Standard SOM. Kirmene Marzouki, Takeshi Yamakawa |
| 2005 | Organization properties of open networks of cooperative neuro-agents. Jean-Pierre Mano, Pierre Glize |
| 2005 | Perceptron Learning with Discrete Weights. Joaquim Marques de Sá, Carlos S. Felgueiras |
| 2005 | Performance of EMI based mine detection using back-propagation neural networks. Matthew Draper, Taskin Koçak |
| 2005 | Phase transition in sparse associative neural networks. Oleksiy Dekhtyarenko, Valery Tereshko, Colin Fyfe |
| 2005 | Pruned lazy learning models for time series prediction. Antti Sorjamaa, Amaury Lendasse, Michel Verleysen |
| 2005 | Radar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm. Xiangrong Zhang, Shuang Wang, Tan Shan, Licheng Jiao |
| 2005 | Relevance determination in reinforcement learning. Katharina Tluk von Toschanowitz, Barbara Hammer, Helge J. Ritter |
| 2005 | Relevance learning for mental disease classification. Barbara Hammer, Andreas Rechtien, Marc Strickert, Thomas Villmann |
| 2005 | SVM and pattern-enriched common fate graphs for the game of go. Liva Ralaivola, Lin Wu, Pierre Baldi |
| 2005 | Self-Organizing Maps computing on Graphic Process Unit. Zhongwen Luo, Hongzhi Liu, Zhengping Yang, Xincai Wu |
| 2005 | Spike-timing-dependent plasticity in 'small world' networks. Karsten Kube, Andreas Herzog, Bernd Michaelis, Ayoub Al-Hamadi, Ana D. de Lima, Thomas B. Voigt |
| 2005 | Stability of backpropagation-decorrelation efficient O(N) recurrent learning. Jochen J. Steil |
| 2005 | Stochastic analysis of the Abe formulation of Hopfield networks. Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós |
| 2005 | Structural feature selection for wrapper methods. Gianluca Bontempi |
| 2005 | Support Vector Machine For Functional Data Classification. Nathalie Villa, Fabrice Rossi |
| 2005 | Support vector algorithms as regularization networks. Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri |
| 2005 | Synergies between Evolutionary and Neural Computation. Christian Igel, Bernhard Sendhoff |
| 2005 | The Nonlinear Dynamic State neuron. Nigel T. Crook, Wee Jin Goh, Mohammad Hawarat |
| 2005 | The architecture of emergent self-organizing maps to reduce projection errors. Alfred Ultsch, Lutz Herrmann |
| 2005 | The dynamics of Learning Vector Quantization. Michael Biehl, Anarta Ghosh, Barbara Hammer |
| 2005 | To apply score function difference based ICA algorithms to high-dimensional data. Kun Zhang, Lai-Wan Chan |
| 2005 | Translation invariant classification of non-stationary signals. Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu |
| 2005 | TreeGNG - hierarchical topological clustering. Kevin A. J. Doherty, Rod Adams, Neil Davey |
| 2005 | Two or three things that we (intend to) know about Hopfield and Tank networks. Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández |
| 2005 | UWB radar target identification based on linear RBFNN. Min Wang, Shuyuan Yang, Shunjun Wu |
| 2005 | Usage Guided Clustering of Web Pages with the Median Self Organizing Map. Fabrice Rossi, Aïcha El Golli, Yves Lechevallier |
| 2005 | Using CMU PIE Human Face Database to a Convolutional Neural Network - Neocognitron. José Hiroki Saito, Thiago Vieira de Carvalho, Marcelo Hirakuri, André Saunite, Alessandro Noriaki Ide, Sandra Abib |
| 2005 | Using generic neural networks in the control and prediction of grasp postures. Franck Carenzi, Philippe Gorce, Yves Burnod, Marc A. Maier |
| 2005 | a new wrapper method for feature subset selection. Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2005 | clustering using a random walk based distance measure. Luh Yen, Denis Vanvyve, Fabien Wouters, François Fouss, Michel Verleysen, Marco Saerens |
| 2005 | generative independent component analysis for EEG classification. Silvia Chiappa, David Barber |
| 2005 | linear algebra for time series of spikes. Andrew Carnell, Daniel Richardson |
| 2005 | new evidences for sparse coding strategy employed in visual neurons: from the image processing and nonlinear approximation viewpoint. Tan Shan, Licheng Jiao |
| 2005 | predicting bed demand in a hospital using neural networks and ARIMA models: a hybrid approach. Mark P. Joy, Simon Jones |
| 2005 | sparse Bayesian promoter based gene classification. Kee Khoon Lee, Gavin C. Cawley, Michael W. Bevan |
| 2005 | unsupervised fuzzy ensembles and their use in intrusion detection. Paul F. Evangelista, Piero P. Bonissone, Mark J. Embrechts, Boleslaw K. Szymanski |