ESANN 2004:
Bruges,
Belgium
ESANN 2004, 12th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 28-30, 2004, Proceedings.
2004 BibTeX
Learning I
Theory and applications of neural maps
Bayesian learning and Markov processes
Sof-computing techniques for time series forecasting
- Ignacio Rojas Ruiz, Héctor Pomares:
Soft-computing techniques for time series forecasting.
93-102
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- Francesco Carlo Morabito, Mario Versaci:
Disruption Anticipation in Tokamak Reactors: A Two-Factors Fuzzy Time Series Approach.
103-108
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- Kai Xu, S. H. Ng, S. L. Ho:
Time Series Analysis for Quality Improvement: a Soft Computing Approach.
109-114
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- Teodor Marcu, Birgit Köppen-Seliger:
Dynamic functional-link neural networks genetically evolved applied to system identification.
115-120
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- Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Julio Ortega:
On-line support vector machines and optimization strategies.
121-126
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- Luis Javier Herrera, Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, Jesús González, Mohammed Awad:
MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality.
127-132
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Learning II
- Gavin C. Cawley, Nicola L. C. Talbot:
Sparse Bayesian kernel logistic regression.
133-138
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- Stefan Wiegand, Christian Igel, Uwe Handmann:
Evolutionary Optimization of Neural Networks for Face Detection.
139-144
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- Urs Niesen, Beat Pfister:
Speaker verification by means of ANNs.
145-150
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- Nigel Crook:
A chaotic basis for neural coding.
151-156
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- Zhijun Yang, Alan F. Murray:
A biologically plausible neuromorphic system for object recognition and depth analysis.
157-162
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- Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller:
Regularizing generalization error estimators: a novel approach to robust model selection.
163-168
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- Marcel Jirina:
Dimensionality reduction and classification using the distribution mapping exponent.
169-174
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- Ranadhir Ghosh, Moumita Ghosh, John Yearwood:
A Modular Framework for Multi category feature selection in Digital mammography.
175-180
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- Kevin Doherty, Rod Adams, Neil Davey:
Non-Euclidean norms and data normalisation.
181-186
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- Bruno Pelletier, Robert Frouin:
On fields of nonlinear regression models.
187-192
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- Hajoon Lee, Dongkyung Nam, Cheol Hoon Park:
A sliding mode controller using neural networks for robot manipulator.
193-198
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- Silvia Chiappa, Nicolas Donckers, Samy Bengio, Frédéric Vrins:
HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems.
193-204
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Indepedent compent analysis and non-linear projection
Industrial applications of neural networks
- Leonardo Reyneri:
Classification and Prediction in Highly Dimensional Spaces - An Application to Tribology.
239-250
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- Amparo Alonso-Betanzos, Enrique Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño:
Shear strength prediction using dimensional analysis and functional networks.
251-256
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- Lia Morra, Silvia Delsanto, Leonardo Reyneri:
Enhanced unsupervised segmentation of multispectral Magnetic Resonance images.
257-262
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- Marco Vannucci, Valentina Colla:
Comparison of different classification methods on castabilty data coming from steelmaking practice.
263-268
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- Beatrice Lazzerini, Francesco Marcelloni, Giovanni Marola, Simone Galigani:
Neural network-based calibration of positron emission tomograph detector modules.
269-274
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- Stefanos Goumas, Michalis E. Zervakis, George A. Rovithakis:
Reduced dimensionality space for post placement quality inspection of components based on neural networks.
275-280
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Neural methods for non-standard data
- Barbara Hammer, Brijnesh J. Jain:
Neural methods for non-standard data.
281-292
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- Alessio Micheli, Filippo Portera, Alessandro Sperduti:
A preliminary experimental comparison of recursive neural networks and a tree kernel method for QSAR/QSPR regression tasks.
293-298
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- Peter Geibel, Brijnesh J. Jain, Fritz Wysotzki:
SVM learning with the SH inner product.
299-304
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- Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli:
Clustering functional data with the SOM algorithm.
305-312
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- Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen:
Functional radial basis function networks.
313-318
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- Fabrice Rossi, Brieuc Conan-Guez:
Functional preprocessing for multilayer perceptrons.
319-324
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- Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli:
Recursive networks for processing graphs with labelled edges.
325-330
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- Brijnesh J. Jain, Fritz Wysotzki:
The maximum weighted clique problem and Hopfield networks.
331-336
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Learning III
- Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Elmar Wolfgang Lang, Ignacio Rojas Ruiz, Carlos García Puntonet, Moisés Salmerón-Campos:
Lattice ICA for the separation of speech signals.
337-342
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- Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki:
Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform.
343-348
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- Youichi Kobuchi, Masataka Tanoue:
SOM algorithms and their stability consideration.
349-354
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- Hesham H. Amin, Robert H. Fujii:
Input arrival-time-dependent decoding scheme for a spiking neural network.
355-360
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- Alexander Ypma, Tom Heskes:
Novel approximations for inference and learning in nonlinear dynamical systems.
361-366
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- Mélanie Falgairolle, Agnès Gorge, Jean Marc Salotti, Marc-Michel Corsini:
Computational model of amygdala network supported by neurobiological data.
367-372
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- Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre:
Reducing connectivity by using cortical modular bands.
373-378
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- Karsten Kube, Andreas Herzog, Vadym Spravedlyvyy, Bernd Michaelis, Thoralf Opitz, Ana D. de Lima, Thomas B. Voigt:
Modelling of biologically plausible excitatory networks: emergence and modulation of neural synchrony.
379-384
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- Andreas Herzog, Vadym Spravedlyvyy, Karsten Kube, Reinhild Schnabel, Eduard Korkotian, Katharina Braun, Bernd Michaelis:
Learning by geometrical shape changes of dendritic spines.
385-390
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- Corneliu Lazar, Sorin Carari, Draguna Vrabie, Marius Kloetzer:
Neuro-predictive control based self-tuning of PID controllers.
391-395
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Hardware systems for neural devices
- Patrice Fleury, Adria Bofill-i-Petit, Alan F. Murray:
Neural Hardware: beyond ones and zeros.
396-404
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- Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses.
405-410
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- Jordi Madrenas, Jordi Cosp, Lucas Oscar, Eduard Alarcón, Eva Vidal, Gerard Villar:
BIOSEG: a bioinspired vlsi analog system for image segmentation.
411-416
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- Alexandre R. S. Romariz, Kelvin Wagner:
Implementation and coupling of dynamic neurons through optoelectronics.
417-422
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- Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin Likharev:
Architectures for Nanoelectronic Neural Networks: New Results.
423-428
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Support vector machines
Neural networks for data mining
- Razvan Andonie, Boris Kovalerchuk:
Neural networks for data mining: constrains and open problems.
449-458
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- Mustapha Lebbah, Fouad Badran, Sylvie Thiria:
Visualization and classification with categorical topological map.
459-464
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- Michaël Aupetit:
Visualizing distortions in continuous projection techniques.
465-470
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- Razvan Andonie, Angel Cataron:
An informational energy LVQ approach for feature ranking.
471-476
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- Cesar García-Osorio, Jesús Maudes, Colin Fyfe:
Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps.
477-482
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- Jorge Ferreira, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Carlos R. Hall Barbosa:
Data Mining Techniques on the Evaluation of Wireless Churn.
483-488
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- Marco Vannucci, Valentina Colla:
Meaningful discretization of continuous features for association rules mining by means of a SOM.
489-494
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- Razvan Andonie, Lucian Sasu:
Convergence properties of a fuzzy ARTMAP network.
495-500
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- Alfred Ultsch, David Kämpf:
Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps.
501-506
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- David Opolon, Fabien Moutarde:
Fast semi-automatic segmentation algorithm for Self-Organizing Maps.
507-512
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- Emanuele Bottino, Sergio Martinoia, Maurizio Valle:
Integrated low noise signal conditioning interface for neuroengineering applications.
513-518
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Learning IV
Copyright © Sat May 16 23:10:40 2009
by Michael Ley (ley@uni-trier.de)
