SCHEDULING
Tuesday, June 19
16:00 - 19:10 |
Registration |
20:30 |
Welcome Reception |
Wednesday, June 20
08:30 – 10:30 |
Sessions |
10:30 – 11:00 |
Coffee Break – Poster Session |
11:00 – 12:20 |
Sessions |
12:20 - 13:00 |
Official opening |
13:00 – 14:00 |
Invited Talk 1 |
14:00 – 16:00 |
Lunch |
16.00 – 17:20 |
Sessions |
17:20 – 17:50 |
Coffee break - Poster Session |
17:50 – 19:10 |
Sessions |
20:30 |
Official dinner at "Sidreria" (Cider's atelier) |
Thursday, June 21
09:00 – 11:00 |
Sessions |
11:00 – 11:30 |
Coffee Break – Poster Session |
11:30 – 12:50 |
Sessions |
13:00 – 14:00 |
Invited Talk 2 |
14:00 – 16:00 |
Lunch |
16.00 – 17:20 |
Sessions |
17:20 – 17:50 |
Coffee break - Poster Session |
17:50 – 19:10 |
Sessions |
20:30 |
Gala Dinner |
Friday, June 22
09:00 – 11:00 |
Sessions |
11:00 – 11:30 |
Coffee Break – Poster Session |
11:30 – 12:30 |
Invited Talk 3 |
12:40 – 14:00 |
Sessions |
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. |
Ulises Cortés, Cristina Urdiales, Roberta Annicchiarico |
235 |
Design Improvements for Proportional Control of Autonomous Wheelchairs Via 3DOF Orientation Tracker. |
Christian Mandel, Udo Frese, Thomas Röfer |
270 |
The Impact of Cognitive Navigation Assistance on People with Special Needs. |
Roberta Annicchiarico, Ulises Cortés, Alessia Federici, Pablo Campana, Cristian Barrué, Antonio B. Martínez, Carlo Caltagirone |
240 |
Shared Autonomy in Assistive Technologies. |
Cristian Barrué, Ulises Cortés, Roberta Annicchiarico |
241 |
Augmented Reality visualization interface for Biometric Wireless Sensor Networks. |
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. |
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. |
Francisco J. Ruiz, Cecilio Angulo, Nuria Agell, Andreu Català |
60 |
An EA multi-model selection for SVM multiclass schemes. |
Giles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot |
140 |
Classifier Complexity Reduction by Support Vector Pruning in Kernel Matrix Learning |
V. Vijaya Saradhi, Harish Karnick |
24 |
Multi-classification with Tri-class Support Vector Machines. A Review. |
Cecilio Angulo, Luis González, Andreu Catala, Francisco Velasco |
188 |
Kernel Methods Applied to Time Series Forecasting |
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. |
Bruno Baruque, Emilio Corchado, Hujun Yin |
66 |
Adaptive Representation of Objects Topology Deformations with Growing Neural Gas. |
José García-Rodríguez, Francisco Flórez-Revuelta, Juan M. García-Chamizo |
131 |
A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems. |
Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino |
157 |
Traffic Sign Classification by Image Preprocessing and Neural Networks. |
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. |
Hector F. Satizabal, Daniel R. Jiménez, Andres Pérez-Uribe |
197 |
Bio-inspired memory generation by recurrent neural networks. |
Manuel G. Bedia, Juan M. Corchado, Luis F. Castillo |
SESSION 2a: Neural Inspired Architectures for Nanoelectronics
Paper ID# |
Title |
Authors |
304 |
Neural inspired architectures for nanoelectronics. |
Ralf Eickhoff, Tim Kaulmann, Ulrich Rückert |
175 |
What von Neumann Did Not Say About Multiplexing. |
Valeriu Beiu, Walid Ibrahim, and Sanja Lazarova-Molnar |
177 |
Defects Tolerant Logic Gates for Unreliable Future Nanotechnologies. |
Lorena Anghel, Michael Nicolaidis |
216 |
Statistical Simulations for Exploring Defect Tolerance and Power Consumption for 4. |
Snorre Aunet, Hans Kristian Otnes Berge |
SESSION 2b: Emergent Behaviors and Cognition in Embodied Systems
Paper ID# |
Title |
Authors |
306 |
Embodying cognitive abilities: categorization. |
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. |
Blanca Fernández-Espejo, Alberto Poncela, Cristina Urdiales, Francisco Sandoval |
193 |
Emerging Behaviors by Learning Joint Coordination in Articulated Mobile Robots. |
Diego E. Pardo, Cecilio A. Bahón |
SESSION 2c: Improvings models and learning procedures - 1
Paper ID# |
Title |
Authors |
17 |
Robust LTS Backpropagation Learning Algorithm. |
Andrzej Rusiecki |
37 |
Improving Adaptive boosting with an relaxed equation to update the sampling distribution. |
Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo |
58 |
Heuristic Search based Exploration in Reinforcement Learning. |
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. |
Arturo Berrones |
INVITED TALK 1:
Title |
Authors |
Soft Computing Applications to Prognostics and Health Management (PHM): Leveraging Field Data and Domain Knowledge. |
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. |
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. |
Abraham Prieto, Francisco Bellas, Richard Duro, Fernando Lopez-Peña |
200 |
Advantages of Using Feature Selection Techniques on Steganalysis Schemes. |
Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, Olli Simula |
233 |
Clustering and visualizing HIV quasispecies using Kohonen's Self-Organizing Maps. |
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. |
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. |
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. |
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. |
Óscar Pérez, Manuel Sánchez-Montañés |
127 |
Specialized Ensemble of Classifiers for Traffic Sign Recognition. |
M. Paz Sesmero, Juan M. Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis |
159 |
Behaviour-based Clustering of Neural Networks applied to Document Enhancement. |
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. |
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. |
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. |
Rodolfo E. Haber, Rodolfo Haber-Haber, Raúl M. Del Toro, José R. Alique |
151 |
Bio-inspired control model for object manipulation by humanoid robots. |
Silvia Tolu, Eduardo Ros, Rodrigo Agís |
230 |
Estimation of the rate of detection of infected individuals in an epidemiological model. |
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. |
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. |
Matthieu Voiry, Kurosh Madani, Véronique Amarger, Joël Bernier |
243 |
Sine Fitting Multiharmonic Algorithms implemented by Artificial Neural Networks. |
Jose Salinas, Francisco Garcia-Lagos, Gonzalo Joya, Francisco Sandoval |
196 |
Validation of an Expressive Speech Corpus by Mapping Automatic Classification to Subjective Evaluation. |
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. |
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. |
Byungrae Cha, Jonggeun Jeong |
226 |
Combining SVM classifiers for email anti-spam filtering. |
Ángela Blanco, Alba M. Ricket, Manuel Martín-Merino |
242 |
Analyzing a Web-Based Social Network using Kohonen's SOM. |
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. |
Alfredo Vellido, Paulo J.G. Lisboa |
50 |
Mixture modeling of DNA copy number amplification patterns in cancer. |
Jarkko Tikka, Jaakko Hollmén, Samuel Myllykangas |
72 |
Towards the Integration of a Bioprofile in Ocular Melanoma. |
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. |
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. |
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. |
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. |
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. |
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. |
Andrés Mejías Borrero, Omar Sánchez Pérez, Sixto Romero Sánchez |
137 |
Efficient Parametric Adjustment of Fuzzy Inference System Using Unconstrained Optimization. |
Ivan Silva, Rogerio Flauzino |
158 |
Multiresolutive Adaptive PN Acquisition Scheme with a Fuzzy Logic Estimator in Non Selective Fast SNR Variation Environments |
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. |
Zong Woo Geem |
126 |
Particle Swarm Optimisation in Generation of Multiple Classifier Systems. |
Martin Macas, Bogdan Gabrys, Dymitr Ruta, Lenka Lhotska |
120 |
Morphological Independence for Landmark Detection in Vision Based SLAM. |
Ivan Villaverde, Manuel Graña, Alicia D'anjou |
9 |
Nature-Inspired Planner Agent for Health Care. |
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. |
Brieuc Conan-Guez, Fabrice Rossi |
153 |
Mixing Kohonen Algorithm, Markov Switching Model and Detection of Multiple Change-Points: An Application to Monetary History. |
Marie-Thérèse Boyer-Xambeu, Ghislain Deleplace, Patrice Gaubert, Lucien Gillard, Madalina Olteanu |
210 |
Fuzzy Labeled Self-Organizing Map for Classification of Spectra. |
Thomas Villmann, Frank-Michael Schleif, Erzsebet Merenyi, Barbara Hammer |
234 |
Some Applications of Interval Analysis to Statistical Problems. |
Vicent Vigneron |
SESSION 6b: Self-organizing Networks
| Paper ID# | Title |
Authors |
13 |
Self-organization of Probabilistic PCA models. |
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. |
Soledad Delgado, Consuelo Gonzalo , Estíbaliz Martínez , Águeda Arquero |
134 |
Derivation of SOM-like rules for intensity inhomogeneity correction in MRI. |
Maite García-Sebastián, Ana I. Gonzalez Acuña, Manuel Graña |
138 |
A new adaptation of Self-Organizing Map for dissimilarity data. |
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. |
Roberta Sirovich, Laura Sacerdote, Alessandro E. P. Villa |
103 |
A Software Framework for Tuning the Dynamics of Neuromorphic Silicon towards Biology. |
Daniel Brüderle, Andreas Grübl, Karlheinz Meier,Eilif Mueller, Johannes Schemmel |
104 |
Visual Processing Platform based on Artificial Retinas. |
Sara Granados, Eduardo Ros, Rafael Rodríguez, Javier Díaz |
198 |
Interconnecting VLSI Spiking Neural Networks Using Isochronous Connections. |
Stefan Philipp, Andreas Grübl, Karlheinz Meier, and Johannes Schemmel |
INVITED TALK 2:
Title |
Authors |
Modeling Visual Perception for Image Processing. |
Jeanny Hérault, Barthélemy Durette |
SESSION 7a: Improvings models and learning procedures – 3
| Paper ID# | Title |
Authors |
202 |
Gaussian fitting based FDA for chemometrics. |
Tuomas Kärnä, Amaury Lendasse |
214 |
Building Automated Negotiation Strategies enhanced. |
Ioanna Roussaki, Ioannis Papaioannou, Miltiades Anangostou |
218 |
Learning Autonomous Behaviours for Non-Holonomic Vehicles. |
Tomás Martínez-Marín |
109 |
A Programmable Time Event Coded Circuit Block for Reconfigurable Neuromorphic Computing. |
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. |
Fadi Dornaika, Bogdan Raducanu |
48 |
A Connectionist Model of Human Reading. |
J. Ignacio Serrano, Ángel Iglesias, M. Dolores Del Castillo |
128 |
Improving the performance of the RBF neural networks trained with imbalanced samples. |
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. |
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. |
Nouma Izeboudjen, Ahcene Farah, Hamid Bessalah, Ahmed Bouridene, Nassim Chikhi |
165 |
IAF Neuron Implementation for Mixed-Signal PCNN Hardware. |
Tim Kaulmann, Sven Lütkemeier, Ulrich Rückert |
192 |
Fuzzy ART Neural Networks on the GPU. |
Mario Martínez-Zarzuela, Francisco J. Díaz, José F. Díez, Míriam Antón |
220 |
Neuronal Architecture for reactive and adaptive navigation of a mobile robot. |
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. |
Alberto Salguero, Francisco Araque, Ramón Carrasco, M. Amparo Vila, Luis Martínez |
205 |
Discovering Stock Market Trading Rules using Multi-Layer Perceptrons. |
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. |
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. |
Fatih O. Hocaoglu, Ömer N. Gerek, Mehmet Kurban |
118 |
Classifying qualitative time series with SOM: the typology of career paths in France. |
Patrick Rousset, Jean-Francois Giret |
189 |
Predicting Financial Distress: A Case Study Using Self-Organizing Maps. |
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. |
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. |
Lluís Formiga, Francesc Alías |
213 |
Face Recognition with Facial Mask Application and Neural Networks. |
Marco Grassi, Marcos Faundez-Zanuy |
199 |
Two pages Graph Layout via Recurrent Multivalued Neural Networks. |
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. |
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. |
Enrique Romero, Julio J. Valdés, Alan Barton |
215 |
Hybrid Unsupervised/Supervised Virtual Reality Spaces for Visualizing Cancer Databases: An Evolutionary Computation Approach. |
Julio Valdes, Alan J. Barton |
113 |
Supervised Neural Gas for Classification of Functional Data and its Application to the Analysis of Clinical Proteom Spectra. |
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. |
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. |
Juan M. Herrero, Miguel A. Martínez, Javier Sanchis, Xavier Blasco |
96 |
The Parallel Single Front Genetic Algorithm (PSFGA) for Dynamic Multi-Objective Optimization. |
Mario Cámara, Julio Ortega, Francisco De Toro |
107 |
Genetic Algorithm in the optimization of the acoustic attenuation systems. |
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. |
Amelia Zafra, Sebastián Ventura, Enrique Herrera-Viedma, Cristóbal Romero |
156 |
CoEvRBFN: first approach to solve the classification problem with a hybrid cooperative-coevolutive algorithm. |
M. Dolores Pérez, Antonio Jesús, M.José Del Jesus, Ignacio Rojas |
187 |
Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function. |
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. |
Ezequiel López-Rubio, Juan M. Ortiz-De-Lazcano-Lobato, Domingo López-Rodríguez, María C. Vargas-González |
22 |
Probabilistic aggregation of classifiers for incremental learning. |
Patricia Trejo, Ricardo Nanculef, Héctor Allende, Claudio Moraga |
82 |
Perceptive Particle Swarm Optimization: A New Learning Method From Birds Seeking. |
Xingjuan Cai, Zhihua Cui, Jianchao Zeng, Ying Tan |
91 |
Hybrid Evolutionary Algorithm with Product-Unit Neural Networks for Classification. |
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. |
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. |
Vassilis G. Kaburlasus |
SESSION 10a: Complex Data Analysis - 2
| Paper ID# | Title |
Authors |
45 |
Clustering signals using wavelets. |
Michel Misiti, Yves Misiti, Georges Oppenheim, Jean-Michel Poggi |
75 |
Information-theoretic feature selection for the classification of hysteresis curves. |
Vanesa Gómez-Verdejo, Michel Verleysen, Jérôme Fleury |
95 |
Consumer Profile Identification and Allocation. |
Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk |
124 |
Neural gas clustering for dissimilarity data with continuous prototypes. |
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. |
Julián Luengo, Salvador García, Francisco Herrera |
172 |
Non-parametric Residual Variance Estimation in Supervised Learning. |
Elia Liitiäinen, Amaury Lendasse, Francesco Corona |
194 |
Dynamics of Neural Networks - Some Qualitative Properties. |
Daniela Danciu, Vladimir Rasvan |
207 |
Analysis of hebbian models with lateral weight connections. |
Pedro Zufiria, Andrés Berzal |
SESSION 10c: Power systems
| Paper ID# | Title |
Authors |
16 |
Intelligent Detection of Voltage Instability in Power Distribution Systems. |
Adnan Khashman, Kadri Buruncuk, Samir Jabr |
29 |
Power quality event identification using higher-order statistics and neural classifiers. |
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. |
Emin Germen, D. Gökhan Ece, Ö. Nezih Gerek |
244 |
Method for Power System Topology Verification with use of Radial Basis Function Networks. |
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. |
Liwei Fan, Kim Leng Poh |
219 |
Exploring Macroevolutionary Algorithms: Some Extensions and Improvements. |
José A. Becerra, Vicente Díaz, Richard J. Duro |
178 |
Fusion of Self Organizing Maps. |
Carolina Saavedra, Rodrigo Salas, Sebastián Moreno, Héctor Allende |
73 |
Integration of Wind Sensors and Analogue VLSI for an Insect-Inspired Robot. |
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. |
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. |
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 |
Javier Acevedo, Saturnino Maldonado, Philip Siegmann, Sergio Lafuente, Pedro Gil |
179 |
Mulit-task implementation for image reconstruction of an AER communication. |
Carlos D. Luján, Alejandro Linares-Barranco, Angel Jiménez-Fernandez, Gabriel Jiménez, Anton Civit |