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SCHEDULING

Tuesday, June 19

16:00 - 19:10
Registration
20:30
Welcome Reception

Wednesday, June 20

08:30 – 10:30

Sessions
1a: Assistive Technologies and e-Health (ID: TUT,235,270,240, 241,236)
1b: Kernel Methods (ID: TUT,60,140,24,188)
1c: Nature-inspired Intelligent Methods – 1 (ID: 168,66,131,157,237,197)

10:30 – 11:00

Coffee Break – Poster Session

11:00 – 12:20

Sessions
2a: Neural Inspired Architectures for Nanoelectronics (ID: TUT,175,177,216)
2b: Emergent Behaviors and Cognition in Embodied Systems (ID: TUT,173,110,193)
2c: Improvings models and learning procedures - 1 (ID: 37,58,59)

12:20 - 13:00
Official opening

13:00 – 14:00

Invited Talk 1
Prof. Dr.Piero P. Bonissone

14:00 – 16:00

Lunch

16.00 – 17:20

Sessions
3a: Data Analysis and Preprocessing – 1 (ID: 238,191,200, 233)
3b: Signal Processing – 1 (ID: 6,8,,250)
3c: Improvings models and learning procedures - 2 (ID: 251,127,159,186)

17:20 – 17:50

Coffee break - Poster Session

17:50 – 19:10

Sessions
4a: Neural Networks for Control (ID: 52,84,151,230)
4b: Signal Processing – 2 (ID: 99,123,243,196)
4c: Internet and Web Applications (ID: 184,89,226,242)

20:30

Official dinner at "Sidreria" (Cider's atelier)

Thursday, June 21

09:00 – 11:00

Sessions
5a: ANN and other Machine Learning Methods in Cancer Research – 1 (ID: TUT,50,72121,155,221)
5b: Fuzzy Systems (ID: 76,83,111,137,158)
5c: Nature-inspired Intelligent Methods – 2 (ID: 30, 126,120,9)

11:00 – 11:30

Coffee Break – Poster Session

11:30 – 12:50

Sessions
6a: Complex Data Analysis – 1 (ID: 142,153,210, 234)
6b: Self-organizing Networks (ID: 13,78,134,138)
6c: Neurocomputational formulations (ID: 47,103, 104,198)

13:00 – 14:00

Invited Talk 2
Prof. Dr. Jeanny Herault.

14:00 – 16:00

Lunch

16.00 – 17:20

Sessions
7a: Improvings models and learning procedures – 3 (ID: 202,214,218,109)
7b: Emulation of Cognitives Functions (ID: 18,48, 128,154)
7c: Bio-inspired systems and Neuro-engineering (ID: 125,165,192,220)

17:20 – 17:50

Coffee break - Poster Session

17:50 – 19:10

Sessions
8a: Data Analysis and Preprocessing – 2 (ID: 169, 205,190)
8b: Time Series Forecasting (ID: 35,118,189)
8c: Signal Processing – 3 (ID: 152,212,213,199

20:30

Gala Dinner

Friday, June 22

09:00 – 11:00

Sessions
9a: ANN and other Machine Learning Methods in Cancer Research - 2 (ID: 170,132,215,113,79)
9b: Evolutionary and Genetic Algorithm (ID: 10,96, 107,130,156,187
9c: Learning and Adaptation (ID: 19,22,82,91,239)

11:00 – 11:30

Coffee Break – Poster Session

11:30 – 12:30

Invited Talk 3
Prof. Dr.Vassilis G. Karburlasos

12:40 – 14:00

Sessions
10a: Complex Data Analysis - 2 (ID: 45,75,95,124)
10b: Mathematical for Neural Networks (ID: 80,172, 194,207)
10c: Power systems (ID: 16,29,70, 244)

Posters: 17, 44, 219, 178, 73, 112, 12, 150, 179

PROGRAM

Last versión available in pdf

SESSION 1a: Assistive Technologies and e-Health

Paper ID# Title Authors

307

Intelligent Healthcare Managing: An Assistive Technology approach.
Page LNCS: 1045

Ulises Cortés, Cristina Urdiales, Roberta Annicchiarico

235

Design Improvements for Proportional Control of Autonomous Wheelchairs Via 3DOF Orientation Tracker.
Page LNCS: 1052

Christian Mandel, Udo Frese, Thomas Röfer

270

The Impact of Cognitive Navigation Assistance on People with Special Needs.
Page LNCS: 1060

Roberta Annicchiarico, Ulises Cortés, Alessia Federici, Pablo Campana, Cristian Barrué, Antonio B. Martínez, Carlo Caltagirone

240

Shared Autonomy in Assistive Technologies.
Page LNCS: 1067

Cristian Barrué, Ulises Cortés, Roberta Annicchiarico

241

Augmented Reality visualization interface for Biometric Wireless Sensor Networks.
Page LNCS:  1074

Débora Claros, Mario de Haro, Miguel Domínguez, Carmen de Trazegnies, Cristina Urdiales, Francisco Sandoval

236

Using the CARREL+ to Increase Availability of Human Organs for Transplantation.
Page LNCS: 10182

Pancho Tolchinsky, Ulises Cortés, Sanjay Modgil, Francisco Caballero, Antonio López-Navidad

SESSION 1b: Kernel Methods

Paper ID#

Title

Authors

303

Kernel Machines for non-vectorial data.
Page LNCS: 252

Francisco J. Ruiz, Cecilio Angulo, Nuria Agell, Andreu Català

60

An EA multi-model selection for SVM multiclass schemes.
Page LNCS: 260

Giles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot

140

Classifier Complexity Reduction by Support Vector Pruning in Kernel Matrix Learning
Page LNCS: 268

V. Vijaya Saradhi, Harish Karnick

24

Multi-classification with Tri-class Support Vector Machines. A Review.
Page LNCS: 276

Cecilio Angulo, Luis González, Andreu Catala, Francisco Velasco

188

Kernel Methods Applied to Time Series Forecasting
Page LNCS: 782

Ginés Rubio, Héctor Pomares, Luis J. Herrera, Ignacio Rojas

SESSION 1c: Nature-inspired Intelligent Methods-1

Paper ID#

Title

Authors

168

ViSOM Ensembles for Visualization and Classification.
Page LNCS: 235

Bruno Baruque, Emilio Corchado, Hujun Yin

66

Adaptive Representation of Objects Topology Deformations with Growing Neural Gas.
Page LNCS: 244

José García-Rodríguez, Francisco Flórez-Revuelta, Juan M. García-Chamizo

131

A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems.
Page LNCS: 1138

Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino

157

Traffic Sign Classification by Image Preprocessing and Neural Networks.
Page LNCS: 741

Raúl Vicen-Bueno, Antonio García-González, Elena Torijano-Gordo, Roberto Gil-Pita, Manuel Rosa-Zurera

237

Consequences of Data Uncertainty and Data Precision in Artificial Neural Network Sugar Cane Yield Prediction.
Page LNCS: 1147

Hector F. Satizabal, Daniel R. Jiménez, Andres Pérez-Uribe

197

Bio-inspired memory generation by recurrent neural networks.
Page LNCS: 55

Manuel G. Bedia, Juan M. Corchado, Luis F. Castillo

SESSION 2aNeural Inspired Architectures for Nanoelectronics

Paper ID#

Title

Authors

304

Neural inspired architectures for nanoelectronics.
Page LNCS: 414

Ralf Eickhoff, Tim Kaulmann, Ulrich Rückert

175

What von Neumann Did Not Say About Multiplexing.
Page LNCS: 487

Valeriu Beiu, Walid Ibrahim, and Sanja Lazarova-Molnar

177

Defects Tolerant Logic Gates for Unreliable Future Nanotechnologies.
Page LNCS: 422

Lorena Anghel, Michael Nicolaidis

216

Statistical Simulations for Exploring Defect Tolerance and Power Consumption for 4.
Page LNCS: 455

Snorre Aunet, Hans Kristian Otnes Berge

SESSION 2b: Emergent Behaviors and Cognition in Embodied  Systems

Paper ID#

Title

Authors

306

Embodying cognitive abilities: categorization.
Page LNCS: 790

Ricardo A. Téllez, Cecilio Angulo

173

Behavioral flexibility: an emotion-based approach. Page LNCS: 798

Carlos Herrera, Alberto Montebelli, Tom Ziemke

110

Collaborative Emergent Navigation based on Biometric Weighted Shared Control.
Page LNCS: 814  

Blanca Fernández-Espejo, Alberto Poncela, Cristina Urdiales, Francisco Sandoval

193

Emerging Behaviors by Learning Joint Coordination in Articulated Mobile Robots.
Page LNCS: 806

Diego E. Pardo, Cecilio A. Bahón

SESSION 2c: Improvings models and learning procedures - 1

Paper ID#

Title

Authors

17

Robust LTS Backpropagation Learning Algorithm.
Page LNCS: 102

Andrzej Rusiecki

37

Improving Adaptive boosting with an relaxed equation to update the sampling distribution.
Page LNCS: 119

Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo

58

Heuristic Search based Exploration in Reinforcement Learning.
 Page LNCS:  110

Ngo Anh Vien, Nguyen Hoang Viet, Seunggwan Iee, Taechoong Chung

59

Generating Random Deviates Consistent with the Long Term Behavior of Stochastic Search Processes in Global Optimization.
Page LNCS: 1

Arturo Berrones

INVITED TALK 1:

Title

Authors

Soft Computing Applications to Prognostics and Health Management (PHM): Leveraging Field Data and Domain Knowledge.
Page LNCS: 928

Piero P. Bonissone, Naresh Iyer

SESSION 3a: Data Analysis and Preprocessing – 1

Paper ID#

Title

Authors

238

Use of ANNs as Classifiers for Selective Attention Brain-Computer Interfaces.
 Page LNCS: 956

Miguel A. López, Héctor Pomares, Miguel Damas, Eduardo Madrid, Alberto Prieto, Francisco Pelayo, Eva M. de la Plaza-Hernández

191

Auto adjustable ANN-based classification system for optimal high dimensional data analysis.
 Page LNCS: 588  

Abraham Prieto, Francisco Bellas, Richard Duro, Fernando Lopez-Peña

200

Advantages of Using Feature Selection Techniques on Steganalysis Schemes.
Page LNCS: 606

Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, Olli Simula

233

Clustering and visualizing HIV quasispecies using Kohonen's Self-Organizing Maps.
Page LNCS: 940

A.M. Mora, J.J. Merelo, C. Briones, F. Morán, J.L.J. Laredo

SESSION 3b: Signal Processing – 1

Paper ID#

Title

Authors

6

Evaluation of supervised versus non supervised databases for hand geometry verification.
Page LNCS: 1122

Marcos Faundez-Zanuy, Joan Fabregas, Miguel A. Ferrer, Carlos M. Travieso, Jesús B. Alonso

8

An efficient VAD based on a hang-over scheme and a likelihood ratio test.
Page LNCS: 31  

Oscar Pernía, J.Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, I. Turias

250

Neural Networks for Defect Detection in Non-Destructive Evaluation by Sonic Signals.
Page LNCS: 638

Addisson Salazar, Juan Unió, Arturo Serrano, Jorge Gosalbez

SESSION 3c:  Improvings models and learning procedures – 2

Paper ID#

Title

Authors

251

A New Learning Strategy for Classification Problems with Different Training and Test Distributions.
Page LNCS: 178

Óscar Pérez, Manuel Sánchez-Montañés

127

Specialized Ensemble of Classifiers for Traffic Sign Recognition.
Page LNCS: 733

M. Paz Sesmero, Juan M. Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis

159

Behaviour-based Clustering of Neural Networks applied to Document Enhancement.
Page LNCS: 144

Francisco Zamora-Martínez, Salvador España-Boquera, María J. Castro-Bleda

186

Topology optimization and training of Recurrent Neural Networks with Pareto-based Multi-objective algorithms: An experimental study.
Page LNCS: 359

Manuel-Pegalajar Cuéllar, Miguel Delgado, María C. Pegalajar

SESSION 4a: Neural Networks for Control

Paper ID#

Title

Authors

52

RBF Based Induction Motor Control with A Good Nonlinearity Compensation.
Page LNCS: 878

Hasan Riza Özçalik, Ceyhun Yildiz, Mustafa Danaci, Zafer Koca

84

Using Simulated Annealing for Optimal Tuning of a PID controller for Time-Delay Systems. An Application to a High-Performance Drilling Process.
Page LNCS: 1155

Rodolfo E. Haber, Rodolfo Haber-Haber, Raúl M. Del Toro, José R. Alique

151

Bio-inspired control model for object manipulation by humanoid robots.
Page LNCS: 822

Silvia Tolu, Eduardo Ros, Rodrigo Agís

230

Estimation of the rate of detection of infected individuals in an epidemiological model.
Page LNCS: 948  

Miguel Atencia, Gonzalo Joya, Esther García, Héctor de Arazoza, Francisco Sandoval

SESSION 4b: Signal Processing – 2

Paper ID#

Title

Authors

99

Incidence Position Estimation in a PET Detector Using a Discretized Positioning Circuit and Neural Networks.
Page LNCS: 684

R Fernando Mateo, Ramón J. Aliaga, Jorge D. Martínez, Jose M. Monzó, Rafael Gadea

123

Optical Devices Diagnosis by Neural Classifier Exploiting Invariant Data Representation and Dimensionality Reduction Ability.
Page LNCS: 1098

Matthieu Voiry, Kurosh Madani, Véronique Amarger, Joël Bernier

243

Sine Fitting Multiharmonic Algorithms implemented by Artificial Neural Networks.
Page LNCS: 622

Jose Salinas, Francisco Garcia-Lagos, Gonzalo Joya, Francisco Sandoval

196

Validation of an Expressive Speech Corpus by Mapping Automatic Classification to Subjective Evaluation.
Page LNCS: 646

Ignasi Iriondo, Santiago Planet, Francesc Alías, Joan Claudi Socoró, Elisa Martínez

SESSION 4c: Internet and Web Applications

Paper ID#

Title

Authors

184

Neural Networks for QoS Network Management.
Page LNCS: 887

Rafael del Hoyo-Alonso, Pilar Fernández-De-Alarcón, Juan-José Navamuel-Castillo, Nicolás J. Medrano-Marqués, Bonifacio Martin-del-Brio, Julian Fernández-Navajas, David Abadía-Gallego

89

Improvement of Anomaly Intrusion Detection Performance by Indirect Relation for FTP Service.
Page LNCS: 895

Byungrae Cha, Jonggeun Jeong

226

Combining SVM classifiers for email anti-spam filtering.
Page LNCS: 903

Ángela Blanco, Alba M. Ricket, Manuel Martín-Merino

242

Analyzing a Web-Based Social Network using Kohonen's SOM.
Page LNCS: 911

Beatriz Prieto, Juan J. Merelo, Alberto Prieto, Fernando Tricas

 SESSION 5a: ANN and other Machine Learning Methods in Cancer Research – 1

Paper ID#

Title

Authors

308

Neural networks and other machine learning methods in cancer research.
Page LNCS: 964  

Alfredo Vellido, Paulo J.G. Lisboa

50

Mixture modeling of DNA copy number amplification patterns in cancer.
Page LNCS: 972

Jarkko Tikka, Jaakko Hollmén, Samuel Myllykangas

72

Towards the Integration of a Bioprofile in Ocular Melanoma.
Page LNCS: 978

Azzam Taktak, Antonio Eleuteri, Christian Setzkorn, Angela Douglas, Sarah Coupland, Paul Hiscott, Bertil Damato

121

Independent Component Analysis Applied to Detection of Early Breast Cancer Signs.
Page LNCS: 988

Ramón Gallardo-Caballero, Carlos J. García-Orellana, Horacio M. González-Velasco, Miguel Macías-Macías

155

A Prototype Integrated Decision Support System for Breast Cancer Oncology.
Page LNCS: 996

Paulo J.G. Lisboa, Ian H. Jarman, Terence A. Etchells, Phillip Ramsey

221

Early breast cancer prognosis prediction and rule extraction using a new constructive neural network algorithm.
Page LNCS: 1004

Leonardo Franco, Jose L. Subirats, Ignacio Molina, Emilio Alba, Jose M. Jerez

SESSION 5b: Fuzzy Systems

Paper ID#

Title

Authors

76

Assessing Students' Teamwork Performance by means of Fuzzy Logic.
Page LNCS: 383

José A. Montero, Francesc Alías, Carles Garriga, Lluís Vicent, Ignasi Iriondo

83

Networked Control Based on Fuzzy Logic. An Application to a High-Performance Milling Process.
Page LNCS: 391

Rodolfo E. Haber, Michael Schmittdiel, Angel Alique, Andrés Bustillo, Ramón Galán

111

Automatic Selection of Input Variables and Initialization Parameters in an Adaptive Neuro Fuzzy Inference System. Application for Modeling Visual Textures in Digital Images.
Page LNCS: 407

Andrés Mejías Borrero, Omar Sánchez Pérez, Sixto Romero Sánchez

137

Efficient Parametric Adjustment of Fuzzy Inference System Using Unconstrained Optimization.
Page LNCS: 399

Ivan Silva, Rogerio Flauzino

158

Multiresolutive Adaptive PN Acquisition Scheme with a Fuzzy Logic Estimator in Non Selective Fast SNR Variation Environments
Page LNCS: 367

Rosa M. Alsina, Claudia Mateo, Joan C. Socoró

 SESSION 5c: Nature-inspired Intelligent Methods – 2

Paper ID#

Title

Authors

30

Optimal Scheduling of Multiple Dam System Using Harmony Search Algorithm.
Page LNCS: 316

Zong Woo Geem

126

Particle Swarm Optimisation in Generation of Multiple Classifier Systems.
Page LNCS: 333

Martin Macas, Bogdan Gabrys, Dymitr Ruta, Lenka Lhotska

120

Morphological Independence for Landmark Detection in Vision Based SLAM.
Page LNCS: 847  

Ivan Villaverde, Manuel Graña, Alicia D'anjou

9

Nature-Inspired Planner Agent for Health Care.
Page LNCS: 1090

Javier Bajo, Dante I. Tapia, Sara Rodríguez, Ana De Luis, Juan M. Corchado

SESSION 6a: Complex Data Analysis – 1

Paper ID#

Title

Authors

142

Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound.
Page LNCS: 203

Brieuc Conan-Guez, Fabrice Rossi

153

Mixing Kohonen Algorithm, Markov Switching Model and Detection of Multiple Change-Points: An Application to Monetary History.
Page LNCS: 547

Marie-Thérèse Boyer-Xambeu, Ghislain Deleplace, Patrice Gaubert, Lucien Gillard, Madalina Olteanu

210

Fuzzy Labeled Self-Organizing Map for Classification of Spectra.
Page LNCS: 556

Thomas Villmann, Frank-Michael Schleif, Erzsebet Merenyi, Barbara Hammer

234

Some Applications of Interval Analysis to Statistical Problems.
Page LNCS: 564

Vicent Vigneron

 SESSION 6b: Self-organizing Networks

Paper ID#

Title

Authors

13

Self-organization of Probabilistic PCA models.
Page LNCS: 211

Ezequiel López-Rubio, Juan M. Ortiz-De-Lazcano-Lobato, Domingo López-Rodríguez, María C. Vargas-González

78

Visualizing High-Dimensional Input Data with Growing Self-Organizing Maps.
Page LNCS: 580

Soledad Delgado, Consuelo Gonzalo , Estíbaliz Martínez , Águeda Arquero

134

Derivation of SOM-like rules for intensity inhomogeneity correction in MRI.
Page LNCS: 676  

Maite García-Sebastián, Ana I. Gonzalez Acuña, Manuel Graña

138

A new adaptation of Self-Organizing Map for dissimilarity data.
Page LNCS: 219

Tien Ho-Phuoc, Anne Guérin-Dugué

 SESSION 6c: : Neurocomputational formulations

Paper ID#

Title

Authors

47

Effect of increasing inhibitory inputs on information processing within a small network of spiking neurons.
Page LNCS: 23

Roberta Sirovich, Laura Sacerdote, Alessandro E. P. Villa

103

A Software Framework for Tuning the Dynamics of Neuromorphic Silicon towards Biology.
Page LNCS: 479

Daniel Brüderle, Andreas Grübl, Karlheinz Meier,Eilif Mueller, Johannes Schemmel

104

Visual Processing Platform based on Artificial Retinas.
Page LNCS: 506

Sara Granados, Eduardo Ros, Rafael Rodríguez, Javier Díaz

198

Interconnecting VLSI Spiking Neural Networks Using Isochronous Connections.
Page LNCS: 471

Stefan Philipp, Andreas Grübl, Karlheinz Meier, and Johannes Schemmel

 INVITED TALK 2:

Title

Authors

Modeling Visual Perception for Image Processing.
Page LNCS: 662

Jeanny Hérault, Barthélemy Durette

 SESSION 7a: Improvings models and learning procedures – 3

Paper ID#

Title

Authors

202

Gaussian fitting based FDA for chemometrics.
Page LNCS: 186

Tuomas Kärnä, Amaury Lendasse

214

Building Automated Negotiation Strategies enhanced.
Page LNCS: 152

Ioanna Roussaki, Ioannis Papaioannou, Miltiades Anangostou

218

Learning Autonomous Behaviours for Non-Holonomic Vehicles.
Page LNCS: 839

Tomás Martínez-Marín

109

A Programmable Time Event Coded Circuit Block for Reconfigurable Neuromorphic Computing.
Page LNCS: 430

Thomas J. Koickal, Luiz C. Gouveia, Alister Hamilton

 SESSION 7b: Emulation of Cognitives Functions

Paper ID#

Title

Authors

18

Efficient Facial Expression Recognition for Human Robot Interaction.
Page LNCS: 700  

Fadi Dornaika, Bogdan Raducanu

48

A Connectionist Model of Human Reading.
Page LNCS: 1106

J. Ignacio Serrano, Ángel Iglesias, M. Dolores Del Castillo

128

Improving the performance of the RBF neural networks trained with imbalanced samples.
Page LNCS: 162

Roberto Alejo, Vicente García, José M. Sotoca, Ramón A. Mollineda, José S. Sánchez

154

Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis.
Page LNCS: 692

J Salua Nassabay, Ingo R. Keck, Carlos G. Puntonet, Rubén M. Clemente, Elmar W. Lang

 SESSION 7c: Bio-inspired systems and Neuro-engineering

Paper ID#

Title

Authors

125

Towards a Platform for FPGA Implementation of the MLP based Back Propagation Algorithm.
Page LNCS: 497

Nouma Izeboudjen, Ahcene Farah, Hamid Bessalah, Ahmed Bouridene, Nassim Chikhi

165

IAF Neuron Implementation for Mixed-Signal PCNN Hardware.
Page LNCS: 447

Tim Kaulmann, Sven Lütkemeier, Ulrich Rückert

192

Fuzzy ART Neural Networks on the GPU.
Page LNCS: 463

Mario Martínez-Zarzuela, Francisco J. Díaz, José F. Díez, Míriam Antón

220

Neuronal Architecture for reactive and adaptive navigation of a mobile robot.
Page LNCS: 830

Francisco García-Córdova, Antonio Guerrero-Gónzalez, Fulgencio Marín-García

SESSION 8a: Data Analysis and Preprocessing – 2

Paper ID#

Title

Authors

169

Applying Fuzzy Data Mining for soaring area selection.
Page LNCS: 597

Alberto Salguero, Francisco Araque, Ramón Carrasco, M. Amparo Vila, Luis Martínez

205

Discovering Stock Market Trading Rules using Multi-Layer Perceptrons.
Page LNCS: 1114

Piotr Lipinski

190

A study on the Use of the Fuzzy Reasoning Method based on the Winning Rule Vs. Voting Procedure for Classification with Imbalanced Data Sets.
Page LNCS: 375

Alberto Fernández, Salvador García, María J. Del Jesús, Francisco Herrera

 SESSION 8b: Time Series Forecasting

Paper ID#

Title

Authors

35

A Novel 2-D Model Approach for the Prediction of Hourly Solar Radiation.
 Page LNCS: 749

Fatih O. Hocaoglu, Ömer N. Gerek, Mehmet Kurban

118

Classifying qualitative time series with SOM: the typology of career paths in France.
Page LNCS: 757

Patrick Rousset, Jean-Francois Giret

189

Predicting Financial Distress: A Case Study Using Self-Organizing Maps.
Page LNCS: 774

Antonio M. Mora García, Juan L. Jiménez Laredo, Pedro A. Castillo Valdivieso, Juan J. Merelo Guervós

SESSION 8c: Signal Processing – 3

Paper ID#

Title

Authors

152

Low Complexity MLP-Based Detector: Influence of the Training Algorithm and the MLP Size.
Page LNCS: 630

Raúl Vicen-Bueno, María P. Jarabo-Amores, David Mata-Moya, Manuel Rosa-Zurera, Roberto Gil-Pita

212

Extracting User Preferences by GTM for aIGA-based Weight Tuning in Unit Selection Text-to-Speech Synthesis.
Page LNCS: 654

Lluís Formiga, Francesc Alías

213

Face Recognition with Facial Mask Application and Neural Networks.
Page LNCS: 709

Marco Grassi, Marcos Faundez-Zanuy

199

Two pages Graph Layout via Recurrent Multivalued Neural Networks.
 Page LNCS: 194

Domingo López-Rodríguez, Enrique Mérida-Casermeiro, Juan M. Ortíz-de-Lazcano-Lobato, Gloria Galán-Marín

SESSION 9a: ANN and other Machine Learning Methods in Cancer Research - 2

Paper ID#

Title

Authors

170

Genomics and metabolomics research of Brain Tumours based on Machine Learning.
Page LNCS: 1012

Juan M. García-Gomez, Salvador Tortajada, Javier Vicente, Carlos Sáez, Xavier Castells, Jan Luts, Margarida Julia-Sapé, Alfons Juan-Ciscar, Sabine Van Huffel, Anna Barceló, Joaquín Ariño, Carles Arús, Montserrat Robles

 

132

 

Neural Network Based Virtual Reality Spaces for Visual Data Mining of Cancer Data: An Unsupervised Perspective.
Page LNCS: 1020

Enrique Romero, Julio J. Valdés, Alan Barton

215

Hybrid Unsupervised/Supervised Virtual Reality Spaces for Visualizing Cancer Databases: An Evolutionary Computation Approach.
Page LNCS: 1028  

Julio Valdes, Alan J. Barton

113

Supervised Neural Gas for Classification of Functional Data and its Application to the Analysis of Clinical Proteom Spectra.
Page LNCS: 1036

Frank-Michael Schleif, Thomas Villmann, Barbara Hammer, 

79

A comparison between ANN generation and training methods and their development by means of graph evolution: 2 sample problems.
Page LNCS: 94

Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Marcos Gestal

 SESSION 9b:  Evolutionary and Genetic Algorithm

Paper ID#

Title

Authors

10

Well-distributed Pareto Front by Using the eMOGA Evolutionary Algorithm.
Page LNCS: 292

Juan M. Herrero, Miguel A. Martínez, Javier Sanchis, Xavier Blasco

96

The Parallel Single Front Genetic Algorithm (PSFGA) for Dynamic Multi-Objective Optimization.
Page LNCS: 300

Mario Cámara, Julio Ortega, Francisco De Toro

107

 

Genetic Algorithm in the optimization of the acoustic attenuation systems.
Page LNCS: 614

Vicent Romero-García, Elies Fuster-Garcia, Juan V. Sánchez-Pérez, Luis M. Garcia-Raffi, Xavier Blasco, Juan M. Herrero, Javier Sanchis

130

Multiple Instance Learning with Genetic Programming for Web Mining.
Page LNCS: 919

Amelia Zafra, Sebastián Ventura, Enrique Herrera-Viedma, Cristóbal Romero

156

CoEvRBFN: first approach to solve the classification problem with a hybrid cooperative-coevolutive algorithm.
Page LNCS: 324

M. Dolores Pérez, Antonio Jesús, M.José Del Jesus, Ignacio Rojas

187

Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function.
Page LNCS: 341

Alberto Guillen, Ignacio Rojas, Jesus Gonzalez, Hector Pomares, Luis Javier Herrera, Alberto Prieto

 SESSION 9c: Learning and Adaptation

Paper ID#

Title

Authors

19

Automatic model selection for Probabilistic PCA.
Page LNCS: 127

Ezequiel López-Rubio, Juan M. Ortiz-De-Lazcano-Lobato, Domingo López-Rodríguez, María C. Vargas-González

22

Probabilistic aggregation of classifiers for incremental learning.
Page LNCS: 135

Patricia Trejo, Ricardo Nanculef, Héctor Allende, Claudio Moraga

82

Perceptive Particle Swarm Optimization: A New Learning Method From Birds Seeking.
Page LNCS: 1130

Xingjuan Cai, Zhihua Cui, Jianchao Zeng, Ying Tan

91

Hybrid Evolutionary Algorithm with Product-Unit Neural Networks for Classification.
Page LNCS: 351

Francisco J. Martínez-Estudillo, César Hervás-Martínez, Alfonso C. Martínez-Estudillo, Pedro A. Gutiérrez-Peña

239

Surface Modelling with Radial Basis Functions Neural Networks using Virtual Environments.
Page LNCS: 170

Miguel A. López, Héctor Pomares, Miguel Damas, Antonio Díaz-Estrella, Alberto Prieto, Francisco Pelayo, Eva M. de La Plaza Hernández

 INVITED TALK 3:

Title

Authors

Unified Analysis and design of ART/SOM Neural Networks and Fuzzy Inference Systems Based on Lattice Theory.
Page LNCS: 80

Vassilis G. Kaburlasus

SESSION 10a: Complex Data Analysis  - 2

Paper ID#

Title

Authors

45

Clustering signals using wavelets.
Page LNCS: 514

Michel Misiti, Yves Misiti, Georges Oppenheim, Jean-Michel Poggi

75

Information-theoretic feature selection for the classification of hysteresis curves.
Page LNCS: 522

Vanesa Gómez-Verdejo, Michel Verleysen, Jérôme Fleury

95

Consumer Profile Identification and Allocation.
Page LNCS: 530

Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk

124

Neural gas clustering for dissimilarity data with continuous prototypes.
Page LNCS: 539

Alexander Hasenfuss, Barbara Hammer, Frank-Michael Schleif, Thomas Villmann

SESSION 10b: Mathematical for Neural Networks

 Paper ID#

Title

Authors

80

A Study on the Use of Statistical Tests for Experimentation with Neural Networks.
Page LNCS: 72

Julián Luengo, Salvador García, Francisco Herrera

172

Non-parametric Residual Variance Estimation in Supervised Learning.
Page LNCS: 63

Elia Liitiäinen, Amaury Lendasse, Francesco Corona

194

Dynamics of Neural Networks - Some Qualitative Properties.
Page LNCS: 8

Daniela Danciu, Vladimir Rasvan

207

Analysis of hebbian models with lateral weight connections.
Page LNCS: 39

Pedro Zufiria, Andrés Berzal

 SESSION 10c: Power systems

Paper ID#

Title

Authors

16

Intelligent Detection of Voltage Instability in Power Distribution Systems.
Page LNCS: 870

Adnan Khashman, Kadri Buruncuk, Samir Jabr

29

Power quality event identification using higher-order statistics and neural classifiers.
 Page LNCS: 47

Juan-José González-de-La-Rosa, Carlos G. Puntonet, Antonio Moreno Muñoz

70

Self Organizing Map (SOM) Approach for Classification of Mechanical Faults in Induction Motors.
Page LNCS: 855  

Emin Germen, D. Gökhan Ece, Ö. Nezih Gerek

244

Method for Power System Topology Verification with use of Radial Basis Function Networks.
Page LNCS: 862

Robert Lukomski, Kazimierz Wilkosz

POSTER SESSION

Paper ID#

Title

Authors

44

A Comparative Study of PCA, ICA and Class-conditional ICA for Naive Bayes Classifier.
Page LNCS: 16

Liwei Fan, Kim Leng Poh

219

Exploring Macroevolutionary Algorithms: Some Extensions and Improvements.
 Page LNCS: 308

José A. Becerra, Vicente Díaz, Richard J. Duro

178

Fusion of Self Organizing Maps.
Page LNCS: 227

Carolina Saavedra, Rodrigo Salas, Sebastián Moreno, Héctor Allende

73

Integration of Wind Sensors and Analogue VLSI for an Insect-Inspired Robot.
Page LNCS: 438

Yaxiong Zhang, Alister Hamilton, Rebecca Cheung, Barbara Webb, Petros Argyrakis, Theophile Gonos

112

Road Sign Recognition Using Spatial Dimension Reduction Methods Based on PCA and SVMs.
Page LNCS: 725

Sergio Lafuente-Arroyo, Adrián Sánchez-Fernández, Saturnino Maldonado-Bascón, Pedro Gil-Jiménez, Francisco-Javier Acevedo-Rodríguez

12

Continuous Ant Colony Optimization in a SVR Urban Traffic Forecasting Model.
Page LNCS: 765

Wei-Chiang Hong, Ping-Feng Pai, Shun-Lin Yang, Chien-Yuan Lai

150

Tuning L1-SVM Hyperparameters with Modified Radius Margin Bounds and Simulated Annealing
Page LNCS: 284

Javier Acevedo, Saturnino Maldonado, Philip Siegmann, Sergio Lafuente, Pedro Gil

179

Mulit-task implementation for image reconstruction of an AER communication.
Page LNCS: 717

Carlos D. Luján, Alejandro Linares-Barranco, Angel Jiménez-Fernandez, Gabriel Jiménez, Anton Civit