|
SCHEDULING
Time |
Tuesday
June, 7
|
Wednesday
June, 8
|
Thursday
June, 9
|
Friday
June, 10
|
09:00
10:00 |
|
Invited Talk 1
Prof.Dr. Bernhard Schölkopf
|
Invited Talk 2
Prof.Dr. Michel Verleysen
|
Invited Talk 3
Prof.Dr.Ing. Ruediger Dillmann
|
10:00
10:30 |
Coffee break- Poster Session |
10:30
11:50 |
Sessions:
1a: Learning and Adaptation–1
1b: Bio-inspired Systems
1c: Pattern Recognition-1
|
Sessions:
5a: Data Mining and Machine Learning
5b: Applications of ANN for remote sensing
5c: Applications-1: ICA and BSS
|
Sessions:
9a: Pattern Recognition–3
9b: Mathematical and Theoretical methods-3
9c: Applications–5: Power systems
|
12:00
13:20 |
Sessions:
2a: Mathematical and Theoretical Methods-1
2b: Evolutionary Computation
2c: Pattern Recognition-2
|
Sessions:
6a: Mathematical and Theoretical methods-2
6b: Neural Networks strategies
6c: Applications–2
|
Sessions:
10a: Pattern Recognition–4
10b: Novel circuits and architectures for enabling
FPGA-based intelligent systems
10c: Applications–6
|
13:30
15:30 |
Lunch |
15.30
17:00 |
Registration |
Sessions
3a: Spiking Neurons: from recoding to modeling
3b: Development of ANN using evolutionary Computation
3c: Mathematical and Theoretical methods-4 |
Sessions
7a: Learning and Adaptation-2
7b: Applications–3
7c: Retinomorphic Systems
|
|
17:00
17:30 |
Coffee
break - Poster Session
|
17:30
19:00 |
Sessions
4a: ICA and BSS
4b: Perception and Robotics
4c: Neuro-engineering |
Sessions
8a: Applications–4
8b: Long Term Series Forecasting
8c: Neurocomputational formulations
|
21:00 |
Welcome
reception |
|
Gala dinner |
PROGRAM
SESSION 1a:
Learning and Adaptation – 1
Chairs:
Paper ID# |
Title |
Authors |
9
|
Obtaining a complex linguistic data summaries
from database based on a new linguistic aggregation
operator. Page LNCS: 755 |
Z. Pei, Y. Du, L. Yi and Y. Xu |
185 |
Role of Function Complexity and Network Size in
the Generalization Ability of Feedforward Networks.
Page LNCS: 1
|
Leonardo Franco, Jose Manuel Jerez Aragones and
Jose Manuel Bravo Montoya |
213 |
Statistical Ensemble Method (SEM): a new meta-machine
learning approach based on statistical techniques.
Page LNCS: 190
|
Andrés Yáñez Escolano, Pedro
Galindo Riaño, Joaquín Pizarro Junquera
and Elisa Guerrero Vázquez |
247 |
Robust blind image watermarking with independent
component analysis: an embedding algorithm.
Page LNCS: 1078
|
Juan José Murillo-Fuentes and Rafael Boloix-Tortosa
|
SESSION 1b: Bio-inspired Systems
Chairs:
Paper ID# |
Title |
Authors |
85 |
Global Exponential Stability Analysis in Cellular
Neural Networks with Time-Varying Coefficients and
Delays.
Page LNCS: 364
|
Qiang Zhang, Wenbing Liu, Xiaopeng Wei and Jin
Xu |
173 |
CMOL CrossNets as Pattern Classifiers.
Page LNCS: 434
|
Jung Hoon Lee and Konstantin K. Likharev |
206 |
Characterizing Self-Developing Biological Neural
Networks: A First Step Towards their Application
to Computing Systems.
Page LNCS: 301
|
H. Berry and O. Temam |
SESSION 1c:
Pattern Recognition - 1
Chairs:
Paper ID# |
Title |
Authors |
75 |
Co-Evolutionary Learning of Liquid Architectures.
Page LNCS: 238
|
Igal Raichelgauz, Karina Odinaev and Yehoshua
Y. Zeevi |
176 |
Biometric Hand Recognition using Neural Networks.
Page LNCS: 1142
|
Francisco Martínez , Carlos Orrite and
Elías Herrero |
216 |
Fast Classification with Neural Networks via Confidence
Rating.
Page LNCS: 608
|
Jerónimo Arenas-García, Vanessa
Gómez-Verdejo, Sergio Muñoz-Romero,
Manuel Ortega-Moral and Aníbal R. Figueiras-Vidal |
231 |
ARGEN + AREPO: Improving the Search Process with
Artificial Genetic Engineering.
Page LNCS: 624
|
Agustín León Barranco and Carlos
A. Reyes García |
SESSION 2a: Mathematical and Theoretical
Methods - 1
Chairs:
Paper ID# |
Title |
Authors |
38 |
Lamarckian Clonal Selection Algorithm based function
optimization.
Page LNCS: 89
|
W. He, H. Du, L. Jiao and J. Li |
225 |
Deriving cortical maps and elastic nets from topology-preserving
maps.
Page LNCS: 317
|
Valery Tereshko |
158 |
Efficient Design of Fixed Point Digital FIR Filters
by Using Differential Evolution Algorithm.
Page LNCS: 795
|
Valery Tereshko |
128 |
Stability Results for Cellular Neural Networks
with Time Delays.
Page LNCS: 356
|
Daniela DANCIU and Vladimir RASVAN |
SESSION 2b: Evolutionary Computation
Chairs:
Paper ID# |
Title |
Authors |
12 |
Combining ant colony optimization with dynamic
programming for solving the k-cardinality tree problem.
Page LNCS: 25 |
Christian Blum and Maria Blesa |
45 |
Memetic Algorithms to Product-Unit Neural Networks
for Regression.
Page LNCS: 81
|
Francisco J. Martínez Estudillo, César
Hervás Martínez, Alfonso C. Martínez
Estudillo and Domingo Ortiz Boyer |
109 |
Designing a control system for an autonomous robot
using an evolutionary algorithm.
Page LNCS: 669
|
P.A. Castillo, G. Romero, M.G. Arenas, J.J. Merelo
and A. Prieto |
68 |
A Comparison of Evolutionary Approaches to the
Shortest Common Supersequence Problem.
Page LNCS: 49
|
Carlos Cotta |
SESSION 2c: Pattern Recognition -2
Chairs:
Paper ID# |
Title |
Authors |
105 |
Selection of Weights for Sequential Feed-forward
Neural Networks: An Experimental Study.
Page LNCS: 222
|
Enrique Romero |
182 |
Multilayer Perceptrons applied to Traffic Sign
Recognition tasks.
Page LNCS: 848
|
Raúl Vicen Bueno, Roberto Gil Pita, Manuel
Rosa Zurera, Manuel Utrilla Manso and Francisco
López Ferreras |
253 |
Connections between ICA and sparse coding revisited.
Page LNCS: 1014 |
Susana Hornillo-Mellado, Rubén Martín-Clemente,
and Juan M. Górriz-Sáez |
29 |
A Hybridization of Simulated Annealing and Local
PCA for Automatic Component Assignment within ICA.
Page LNCS: 1054
|
M. Böhm, K. Stadlthanner, E.W. Lang, A.M.
Tomé, A.R. Teixeira, F.J. Theis, C.G. Puntonet
|
SESSION 3a: Spiking Neurons: from recoding to modeling
Chairs:
Paper ID# |
Title |
Authors |
46 |
Spiking Neurons Computing platform.
Page LNCS: 458
|
E. Ros, E. M. Orticosa, R. Agis, R. R. Carrillo,
A. Prieto and M. Arnold |
47 |
Lookup Table Powered Neural Event-Driven Simulator.
Page LNCS: 166 |
Richard R. Carrillo, Eduardo Ros, Eva M. Ortigosa,
Boris Barbour and Rodrigo Agís |
110 |
A Computational Tool to test Neuromorphic Encoding
Schemes for Visual Neuroprostheses.
Page LNCS: 498
|
Christian A. Morillas, Samuel F. Romero, Antonio
Martinez, Francisco J. Pelayo and Eduardo Fernández |
189 |
Instability of attractors in auto--associative
networks with bio--inspired, fast synaptic noise.
Page LNCS: 159
|
Joaquin J. Torrres, Jesus M. Cortes and Joaquin
Marro |
240 |
Modeling synaptic transmission and quantifying
information transfer in the granular layer of the
cerebellum. Page LNCS: 105 |
E. D'Angelo, T. Nieus, M. Bezzi, A. Arleo and
O. J-M.D. Coenen |
SESSION 3b: Development of ANN using
evolutionary Computation
Chairs:
Paper ID# |
Title |
Authors |
156 |
Simultaneous Evolution of Neural Network Topologies
and Weights for Classification and Regression.
Page LNCS: 57
|
Miguel Rocha, Paulo Cortez and José Neves
|
178 |
Using a Mahalanobis-like distance to train Radial
Basis Neural Networks.
Page LNCS: 254
|
J. M. Valls, R. Aler and O. Fernández |
193 |
Time Series Forecast with Anticipation using Genetic
Programming.
Page LNCS: 950
|
Daniel Rivero, Juan R. Rabuñal, Julian
Dorado and Alejandro Pazos |
195 |
Diversity and Multimodal Search with a Hybrid
Two-Population GA: An Application to ANN development.
Page LNCS: 372
|
Juan R. Rabuñal, Julián Dorado,
Marcos Gestal and Nieves Pedreira |
217 |
Artificial Neural Networks based on Brain Circuits
Behaviour and Genetic Algorithms.
Page LNCS: 97
|
Ana Belén Porto Pazos, Alejandro Pazos
Sierra and Alfonso Araque |
SESSION 3c: Mathematical and Theoretical
methods -4
Chairs:
Paper ID# |
Title |
Authors |
157 |
Cooperative Bees Swarm for solving the Maximum
Weighted Satisfiability Problem.
Page LNCS: 309
|
H. Drias, S.Sadeg and Y. Safa |
136 |
Average Time Complexity of Estimation of Distribution
Algorithms.
Page LNCS: 41
|
C. González, A. Ramírez, J. A. Lozano
and P. Larrañaga |
101 |
Web Usage Mining Using Support Vector Machine.
Page LNCS: 340
|
Sung-Hae Jun |
174 |
Multi-kernel Growing Support Vector Regressors.
Page LNCS: 348
|
David Gutiérrez-González, Emilio
Parrado-Hernández and Angel Navia-Vázquez
|
SESSION 4a: ICA and BSS
Chairs:
Paper ID# |
Title |
Authors |
54 |
Voice Activity detection Based on HOS.
Page LNCS: 819
|
J.M. Gorriz, J. Ramirez, J.C. Segura and S. Hornillo |
62 |
An ICA approach to detect functionally different
intra-regional neuronal signals in MEG data.
Page LNCS: 1062
|
Giulia Barbati, Camillo Porcaro, Filippo Zappasodi
and Franca Tecchio |
184 |
Evolution of cooperating ANNs through functional
phenotypic affinity.
Page LNCS: 324
|
F. Bellas, J.A Becerra and R.J. Duro |
187 |
Clustering of Signals Using Incomplete Independent
Component Analysis.
Page LNCS: 1046
|
Ingo R. Keck, Elmar W. Lang, Salua Nassabay and
Carlos G. Puntonet |
197 |
Extended Sparse Nonnegative Matrix Factorization.
Page LNCS: 246
|
Kurt Stadlthanner, Fabian Theis, Carlos G. Puntonet
and Elmar W. Lang |
SESSION 4b: Perception and Robotics
Chairs:
Paper ID# |
Title |
Authors |
190 |
Highly modular architecture for the general control
of autonomous robots.
Page LNCS: 693
|
R. A. Tellez, C. Angulo and D. E. Pardo |
63 |
Modelling perceptual discrimination.
Page LNCS: 632
|
J. Aisbett, J. T. Townsend and G. Gibbon |
98 |
Memory retrieval in a neural network with chaotic
neurons and dynamic synapses.
Page LNCS: 640
|
Zhijie Wang and Hong Fan |
154 |
Using PSOMs to learn inverse kinematics through
virtual decomposition of the robot.
Page LNCS: 685
|
Vicente Ruiz de Angulo and Carme Torras |
32 |
Vision Based Walking Parameter Estimation for
Biped Locomotion Imitation.
Page LNCS: 661
|
J. P. Bandera, C. Zhou and F. Sandoval |
SESSION 4c: Neuro-engineering
Chairs:
Paper ID# |
Title |
Authors |
150 |
On the Design of a Parallel Genetic Algorithm
based on a Modified Survival Method for Evolvable
Hard.
Page LNCS: 530
|
D.S. Kim, H.S. Kim, Y.S. Lee and D.J. Chung |
123 |
Analog VLSI Implementation of Adaptive Synapses
in Pulsed Neural Networks.
Page LNCS: 422
|
Tim Kaulmann, Markus Ferber, Ulf Witkowski and
Ulrich Rückert |
249 |
Interfacing with patterned in vitro neural networks
by means of hybrid glass-elastomer neurovectors:
progress on neuron placement, neurite outgrowth
and biopotential measurements.
Page LNCS: 420 |
Enric Claverol-Tinturé, Xavier Rosell and
Joan Cabestany |
169 |
An FPGA-Based Adaptive Fuzzy Coprocessor.
Page LNCS: 574
|
Antonio Di Stefano and Costantino Giaconia |
SESSION 5a: Data Mining and
Machine Learning
Paper ID# |
Title |
Authors |
115 |
Induction of decision trees using an internal
control of induction.
Page LNCS: 779
|
Gonzalo Ramos-Jiménez, José del
Campo-Ávila and Rafael Morales-Bueno |
116 |
Bias and Variance of Rotation-based Ensembles.
Page LNCS: 763
|
J. J. Rodriguez, C. J. Alonso and O.J. Prieto |
129 |
Comparative Assessment of the Robustness of Missing
Data Imputation through Generative Topographic Mapping.
Page LNCS: 771
|
Iván Olier and Alfredo Vellido |
234 |
An approache to Reduce the Cost of Evaluation
in Evolutionary Learning.
Page LNCS: 787
|
R. Giraldez, N. Diaz-Diaz, I. Nepomuceno and J.
S. Aguilar-Ruiz |
180 |
Heuristic Search over a Ranking for Feature Selection.
Page LNCS: 725
|
Roberto Ruiz, José C. Riquelme and Jesús
S. Aguilar-Ruiz |
SESSION 5b: Applications of ANN for
remote sensing
Paper ID# |
Title |
Authors |
93 |
A gradient descent MRI illumination correction
algorithm. Page LNCS: 896
|
Maite Garcia, Elsa Fernandez, Manuel Graña
and Francisco Javier Torrealdea |
192 |
Considering Multidimensional Information through
Vector Neural Networks.
Page LNCS: 17
|
J. L. Crespo and R. J. Duro |
236 |
Neural Network Based 3D Model Reconstruction with
Highly Distorted Stereoscopic Sensors.
Page LNCS: 647
|
W. Wang , B. Xia, Q. Guan and S. Chen |
237 |
A Comparison of Gaussian Based ANNs for the Classification
of Multidimensional Hyperspectral Signals. Page
LNCS: 811
|
Abraham Prieto, Francisco Bellas, Richard Duro
and Fernando López |
SESSION 5c: Applications -1: ICA
and BSS
Paper ID# |
Title |
Authors |
183 |
Analysis of Variance of Three Contrast Functions
in a Genetic Algorithm for Non-linear Blind Source.
Page LNCS: 1022
|
Fernando Rojas, Juan Manuel Górriz and
Olga Valenzuela |
251 |
Robust Processing of Microarray Data by Independent
Component Analysis.
Page LNCS: 1030
|
Francisco Díaz, Raul Malutan, Pedro Gómez,
Victoria Rodellar and Carlos G. Puntonet |
254 |
Filtering-free blind separation of correlated
images.
Page LNCS: 1070
|
Frédéric Vrins, John A. Lee and
Michel Verleysen |
244 |
Matched filter as pre-processing tool for Multi-user
detection in DS-CDMA system.
Page LNCS: 827
|
Otman Chakkor, Carlos G. Puntonet, Begoña
Pino and Juan Manuel Gorriz |
SESSION 6a: Mathematical and Theoretical
methods - 2
Paper ID# |
Title |
Authors |
186 |
An Evolutionary Environment for wind turbine blade
design.
Page LNCS: 1166
|
V. Diaz, F. Lopez Peña, A. Lamas and R.J.
Duro |
191 |
Applying bio-inspired techniques to the p-median
problem.
Page LNCS: 65
|
Enrique Dominguez and Jose Muñoz |
209 |
Optimal Strategy for Resource Allocation of Two-Dimensional
Potts Model using Genetic Algorithm.
Page LNCS: 73 |
W. Keung and K. Yip |
143 |
Manifold Constrained Finite Gaussian Mixtures.
Page LNCS: 803
|
Cédric Archambeau and Michel Verleysen |
SESSION 6b: Neural Networks strategies
Paper ID# |
Title |
Authors |
107 |
Multi-Modeling: a Different Way to Design Intelligent
Predictors.
Page LNCS: 958
|
Kurosh Madani, Lamine Thiaw, Rachid Malti and
Gustave Sow |
220 |
Ensembles of Multilayer Feedforward: Some New
Results. Page LNCS: 590
|
J. Torres-Sospedra, C. Hernandez-Espinosa and
M. Fernandez-Redondo |
133 |
Input and Structure Selection for k-NN Approximator.
Page LNCS: 966 |
Antti Sorjamaa, Nima Reyhani and Amaury Lendasse
|
248 |
Neural network modeling by subsampling.
Page LNCS: 198
|
Michele La Rocca and Cira Perna |
SESSION 6c: Applications –
2
Paper ID# |
Title |
Authors |
201 |
Explorative Data Analysis Based on Self- Organizing
Maps and Automatic Map Analysis.
Page LNCS: 709
|
Marc Franzmeier, Ulf Witkowski and Ulrich Rückert
|
211 |
Exploiting Multitask Learning Schemes using Private
Subnetworks.
Page LNCS: 230
|
Pedro J. García-Laencina, Aníbal
R. Figueiras-Vidal, Jesús Serrano-García
and José-Luis Sancho-Gómez |
135 |
Shape classification algorithm using support vector
machines for traffic sign recognition.
Page LNCS: 856 |
Pedro Gil Jiménez, Sergio Lafuente Arroyo,
Saturnino Maldonado Bascón and Hilario Gómez
Moreno |
36 |
Nonlinear Robust Identification with GA. FPS under
Several Norms Simultaneously.
Page LNCS: 974
|
J. M. Herrero, X. Blasco, M. Martínez and
C. Ramos |
SESSION 7a: Learning and Adaptation
– 2
Paper ID# |
Title |
Authors |
137 |
Adaptive Load Frequency Control with Dynamic Fuzzy
Networks in Power Systems.
Page LNCS: 1086
|
Y. Oysal, A. Serdar and E. Koklukaya |
228 |
Hierarchical Neuro-Fuzzy Models based on Reinforcement
Learning for Intelligent Agents.
Page LNCS: 412
|
Karla Figueiredo, Marley Vellasco and Marco Pacheco
|
144 |
A Dynamically-Reconfigurable FPGA Platform for
Evolving Fuzzy Systems.
Page LNCS: 557 |
Grégory Mermoud, Andres Upegui, Carlos-Andres
Peña-Reyes and Eduardo Sanchez |
194 |
Multichannel Blind Signal Separation in Semiconductor-based
GAS Sensor Arrays.
Page LNCS: 1038 |
Guillermo Bedoya, Sergi Bermejo and Joan Cabestany
|
159 |
Balanced Boosting with Parallel Perceptrons.
Page LNCS: 206
|
I. Cantador and J.R. Dorronsoro |
SESSION 7b: Applications –
3
Paper ID# |
Title |
Authors |
13 |
A New Fuzzy Approach for Edge Detection.
Page LNCS: 926
|
Yasar Becerikli and Tayfun M. Karan |
15 |
Biometric identification by means of hand geometry
and a neural net classifier.
Page LNCS: 1150
|
M. Faundez-Zanuy and G.M. Navarro |
16 |
Study of a committee of neural networks for biometric
hand-geometry recognition.
Page LNCS: 1158 |
Marcos Faundez-Zanuy |
74 |
Fuzzy logic system for students' evaluation.
Page LNCS: 1222 |
J. A. Montero, R.M. Alsina, J. A. Morán
and M. Cid |
152 |
Sequential PN acquisition scheme based on a fuzzy
logic controller.
Page LNCS: 1214
|
R. M. Alsina, J. A. Morán and J. C. Socoró |
SESSION 7c: Retinomorphic Systems
Paper ID# |
Title |
Authors |
149 |
Inter-Spike-Intervals analysis of Poisson like
Hardware Synthetic AER Generation.
Page LNCS: 466
|
A. Linares-Barranco, M. Oster, D. Cascado, G.
Jimenez, A. Civit and B. Linares-Barranco |
165 |
Test Infrastructure for Address-Event-Representation
Communications.
Page LNCS: 506 |
R. Paz, F. Gomez-Rodriguez, M. A. Rodriguez, A.
Linares-Barranco, G. Jimenez and A. Civit |
170 |
Automatic generation of bio-inspired retina–like
processing hardware.
Page LNCS: 514
|
A. Martínez, L. M. Reyneri, F. J. Pelayo,
S. F. Romero, C. A. Morillas and B. Pino |
177 |
Two Hardware Implementation of Exhaustive Synthetic
AER Generation Method.
Page LNCS: 522 |
F. Gomez-Rodriguez, R. Paz, L. Miro, A. Linares-Barranco,
G. Jimenez and A. Civit |
238 |
Fast Optoelectronic Neural Network for Vision
Applications.
Page LNCS: 490
|
Marta Ruiz-Llata and Horacio Lamela |
SESSION 8a: Applications –
4
Paper ID# |
Title |
Authors |
7 |
A Novel Optimization of Profile HMM by a Hybrid
Genetic Algorithm.
Page LNCS: 717
|
Lifang Liu, Hongwei Huo and Baoshu Wang |
17 |
Intrinsic Dimensionality Maps with the PCASOM.
Page LNCS: 733
|
E. López-Rubio, J. M. Ortiz-de-Lazcano-Lobato,
M.C. Vargas-González and J. M. Lopez-Rubio |
51 |
The use of Bayesian Networks for subgrouping.
Page LNCS: 1118 |
A. Ouali, A. Ramdane and M.-O. Krebs |
168 |
Graph Partitioning via Recurrent Multivalued Neural
Networks.
Page LNCS: 1127
|
E. Mérida-Casermeiro and D. Lópe-
Rodríguez |
SESSION 8b: Long Term Series Forecasting
Paper ID# |
Title |
Authors |
126 |
Input Selection for Long-term Prediction of Time
Series. Page LNCS: 982
|
Jaakko Hollmen and Amaury Lendasse |
145 |
Direct and Recursive Prediction of Time Series
Using Mutual Information Selection.
Page LNCS: 990
|
Y. Ji, J. Hao, N. Reyhani and A. Lendasse |
245 |
TaSe model for Long Term Time Series Forecasting.
Page LNCS: 1006 |
L. J. Herrera, H. Pomares, I. Rojas and A. Guillén
|
162 |
Load Forecasting using Fixed-Size Least Squares
Support Vector Machines.
Page LNCS: 998
|
Marcelo Espinoza, Johan Suykens and Bart De Moor |
SESSION 8c: Neurocomputational formulations
Paper ID# |
Title |
Authors |
104 |
The after-hyperpolarization amplitude and the
rise time constant of IPSC affect the synchronization.
Page LNCS: 113
|
Angelo Di Garbo, Alessandro Panarese, Michele
Barbi and Santi Chillemi |
130 |
A model of spiking-bursting neuronal behavior
using a piecewise linear two-dimensional map.
Page LNCS: 129
|
Carlos Aguirre, Doris Campos, Pedro Pascual and
Eduardo Serrano |
60 |
Knowledge Extraction from Neural Networks using
the All-Permutations Fuzzy Rule Base: the LED Display
Recognition Problem.
Page LNCS: 1198 |
Eyal Kolman and Michael Margaliot |
106 |
Modeling Neural Processes in Lindenmayer Systems.
Page LNCS: 143 |
C. C. Martin-Vide and T.0. Ishdorj |
57 |
TiViPE Simulation of a Cortical Crossing Cell
Model.
Page LNCS: 121
|
Tino Lourens and Emilia Barakova |
SESSION 9a: Pattern Recognition –
3
Paper ID# |
Title |
Authors |
48 |
Layered Network Computations by Parallel Nonlinear
Processing.
Page LNCS: 598
|
N. Ishii, T. Deguchi and H. Sasaki |
67 |
Face Recognition with Improved Pairwise Coupling
Support Vector Machines.
Page LNCS: 910
|
Huaqing Li, Feihu Qi and Shaoyu Wang |
166 |
Face Recognition System based on PCA and Feedforward
Neural Networks.
Page LNCS: 918 |
Alaa Eleyan and Hasan Demirel |
167 |
Cascade ensembles.
Page LNCS: 582
|
N. García-Pedrajas, D. Ortiz-Boyer, R.
del Castillo-Gomariz and C. Hervás-Martínez |
SESSION 9b: Mathematical and Theoretical
methods - 3
Paper ID# |
Title |
Authors |
58 |
Robustness of Radial Basis Functions.
Page LNCS: 261 |
Ralf Eickhoff and Ulrich Rückert |
203 |
Improving Clustering Technique for Functional
Approximation Problem using Fuzzy Logic: ICFA algorithm.
Page LNCS: 269
|
A. Guillén, I. Rojas, J. González,
H. Pomares and L. J. Herrera, O. Valenzuela and
A. Prieto |
208 |
Clustering-Based TSK Neuro-Fuzzy Model for Function
Approximation with Interpretable Sub-models.
Page LNCS: 388 |
L. J. Herrera, H. Pomares, I. Rojas, A. Guillén,
J. González and M. Awad |
SESSION 9c: Applications –
5: Power systems
Paper ID# |
Title |
Authors |
71 |
Use of ANN in a Research Reactor Power Fuzzy Controller.
Page LNCS: 1110
|
J.S. Benitez-Read, D. Ruan, J.A. Ruiz-Enciso,
R. López-Callejas and J.O. Pacheco-Sotelo
|
214 |
Complex Behaviours through Modultion in Autonomous
Robot Control.
Page LNCS: 701
|
J. A. Becerra, F. Bellas, J. Santos and R. J.
Duro |
91 |
Fault fuzzy rule extraction from AC motors by
neuro-fuzzy models.
Page LNCS: 1094 |
G. I. Sainz, R. Garcia and M. J. Fuente |
113 |
Adaptive Power System Stabilizer Using ANFIS and
Genetic Algorithms.
Page LNCS: 1102
|
Jesús Fraile-Ardanuy and Pedro J. Zufiria
Zatarain |
SESSION 10a: Pattern Recognition
– 4
Paper ID# |
Title |
Authors |
160 |
A Practical License Plate Recognition System for
Real-Time environments.
Page LNCS: 864
|
Cemil Oz and Fikret Ercal |
222 |
Robust Growing Hierarchical Self Organizing Map.
Page LNCS: 332
|
S. Moreno, H. Allende, C. Rogel and R. Salas |
229 |
Linguistic Properties Based On American Sign Language
Recognition with Artificial Neural Network Using
a Sensory Glove and Motion Tracker.
Page LNCS: 1174 |
Cemil Oz and Ming C. Leu |
111 |
Characterization and synthesis of objects using
Growing Neural Gas.
Page LNCS: 616
|
J. García, F. Flórez, J. M. García
and A. Hernández |
SESSION 10b: Novel circuits and architectures
for enabling FPGA-based intelligent systems
Paper ID# |
Title |
Authors |
84 |
A Quaternary CLB Design Using Quantum Device Technology
on Silicon for FPGA Neural Network Architectures.
Page LNCS: 549
|
P.M. Kelly, T.M. McGinnity, L.P. Maguire and L.J.
McDaid |
97 |
Using Kolmogorov Inspired Gates for Low Power
Nanoelectronics.
Page LNCS: 426 |
Valeriu Beiu, Artur Zawadzki, Razvan Andonie and
Snorre Aunet |
212 |
Ultra Low-Power Neural Inspired Addition: When
Serial Might Outperform Parallel Architectures.
Page LNCS: 474
|
Asbjørn Djupdal, Snorre Aunet and Valeriu
Beiu |
215 |
An asynchronous 4-to-4 AER mapper.
Page LNCS: 482 |
H. Kolle Riis and Ph. Häfliger |
226 |
A Novel Approach for the Implementation of Large
Scale Spiking Neural Networks on FPGA Hardware.
Page LNCS: 541
|
B. Glackin, T.M. McGinnity, L.P. Maguire, Q.X.
Wu, A. Belatreche |
SESSION 10c: Applications –
6
Paper ID# |
Title |
Authors |
100 |
Fault Detection and Prediction of Clocks and Timers
Based on Computer Audition and Probabilistic Neural
Networks.
Page LNCS: 934
|
S.Y. Chen, C. Y. Yao, G. Xiao, Y. S. Ying and
W.L. Wang |
246 |
Long Term Prediction of Product Quality in a Glass
Manufacturing Process Using a Kernel Based Approach.
Page LNCS: 942
|
T. Jung, L. J. Herrera and B. Schoelkopf |
200 |
A Competitive-based Method for Determining the
Number of Groups: A Clinical Application.
Page LNCS: 1190 |
F. Vico, I. López, S. Cabello, F. Veredas,
Y. Seamari, J. Farfán and G. García-Herrera |
19 |
A Robust Multiple Feature Approach To Endpoint
Detection In Car Environment Based On Advanced Classifiers.
Page LNCS: 832
|
C. Comas, Enric Monte-Moreno and Jordi Solé-Casals |
POSTER SESSION 1
Paper ID# |
Title |
Authors |
163 |
Application of ANOVA to a Cooperative-Coevolutionary
Optimization of RBFNs.
Page LNCS: 293
|
A. J. Rivera, I. Rojas and J. Ortega |
241 |
A basic approach to reduce the complexity of a
self-generated fuzzy rule-table for function approximation
by use of symbolic interpolation.
Page LNCS: 33
|
G. Rubio and H. Pomares |
73 |
Input Variable Selection in Hierarchical RBF Networks.
Page LNCS: 277 |
Mohammed Awad, H. Pomares, L.J. Herrera and A.
Prieto |
124 |
Genetically Optimized Hybrid Fuzzy Neural Networks
with the Aid of TSK Fuzzy Inference Rules and Polynomial
Neural Networks.
Page LNCS: 396 |
S.K. Oh, W. Pedrycz, H.K. Kim and Y.K. Kim |
125 |
IG-based Genetically Optimized Fuzzy Polynomial
Neural Networks.
Page LNCS: 404 |
S.K. Oh, S.B. Roh, W. Pedrycz and J.B. Lee |
164 |
Smart Sensing with Adaptive Analog Circuits.
Page LNCS: 450 |
G. Zatorre, N. Medrano, S. Celma, B. Martin-del-Brio
and A. Bono |
121 |
Identification of Fuzzy Systems with the Aid of
Genetic Fuzzy Granulation.
Page LNCS: 380
|
S. K. Oh, K. J. Park, Y. S. Kim and T.C. Ahn |
POSTER SESSION 2
Paper ID# |
Title |
Authors |
25 |
Pruning Neural Networks for a two-link Robot Control
System.
Page LNCS: 677
|
Jie Ni and Qing Song |
72 |
Approximating I/O data using Radial Basis Functions:
A new clustering-based approach.
Page LNCS: 285
|
M. Awad, H. Pomares, L.J. Herrera , J. González,
A. Guillén and F. Rojas |
239 |
Real-Time Spiking Neural Network: An Adaptive
Cerebellar Model.
Page LNCS: 135 |
C. Boucheny , R.Carrillo , E. Ros and O. J-M.D.
Coenen |
138 |
A Reinforcement Learning Algorithm using Temporal
Difference Error in Ant Model.
Page LNCS: 214 |
SeungGwan Lee, TaeChoong Chung |
1 |
Matching Algorithm for Hangul Recognition Based
on PDA. Page LNCS: 872 |
H.G. Kim, Y.H. Kim and J.G. Jeong |
70 |
Crack Detection in Wooden Pallets Using the Wavelet
Transform of the Histogram of Connected Elements.
Page LNCS: 1182 |
M.A. Patricio, D. Maravall, L. Usero and J. Rejón
|
90 |
Block LDA for face recognition.
Page LNCS: 880
|
V. D. Minh and S. Lee |
POSTER SESSION 3
Paper ID# |
Title |
Authors |
242 |
FPGA implementation of Hopfield networks for systems
identification.
Page LNCS: 566
|
H. Boumeridja, M. Atencia, G. Joya and F. Sandoval
|
188 |
Image processing with CNN in a FPGA-based augmented
reality system for visually impaired people.
Page LNCS: 888
|
F. J. Toledo, J. J. Martínez, F. J. Garrigós
and J. M. Fernández |
81 |
Dynamical Random Neural Network Approach to a
Problem of Optimal Resource Allocation.
Page LNCS: 1135 |
Z. Yong-Jun, S. Don-chuan, W. Jian-jun |
44 |
Controlling Force Based on Radial Fuzzy Functions
in High-Speed Machining Processes.
Page LNCS: 1206 |
R. Haber-Guerra, Rodolfo Haber-Haber and J.R.
Alique |
89 |
Multifractal analysis of electroencephalogram
time series in humans.
Page LNCS: 904
|
I.H. Song, S.M. Lee, I.-Y. Kim, D.S. Lee and S.
I. Kim |
103 |
Canonical Correlation Analysis Using for DOA Estimation
of Multiple Audio Sources.
Page LNCS: 840 |
Gaoming Huang, Luxi Yang and Zhenya He |
142 |
Analysis of the Sanger Hebbian Neural Network.
Page LNCS: 9 |
J. A. Berzal and P. J. Zufiria |
202 |
Evolutionary Design of a Brain-Computer Interface.
Page LNCS: 653
|
Gustavo Romero, M.G. Arenas, P.A. Castillo and
J.J. Merelo |
52 |
Modeling Stimulus Equivalence with Multi Layered
Neural Networks.
Page LNCS: 151 |
Hiroyuki Okada, Masamichi Sakagami and Hiroshi
Yamakawa |
|
