IWANN 2001: Granada, Spain - Volume 2

Bio-inspired Systems and Engineering

• Daniel Mange, André Stauffer, Gianluca Tempesti, Christof Teuscher:
  From Embryonics to POEtic Machines. 1-13
  
• Leonardo Maria Reyneri:
  Design and Codesign of Neuro-Fuzzy Hardware. 14-30
  
• Vincent Douence, Sylvie Renaud-Le Masson, Sylvain Saïghi, Gwendal Le Masson:
  A Field-Programmable Conductance Array IC for Biological Neurons Modeling. 31-38
  
• Héctor Fabio Restrepo, Daniel Mange:
  A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-Inspired FPGA. 39-46
  
• Juan Ignacio Mulero Martínez, Jorge Feliú Batlle, Juan López Coronado:
  Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System. 47-54
  
• Emilia I. Barakova:
  An Integration Principle for Multimodal Sensor Data Based on Temporal Coherence of Self-Organized Patterns. 55-63
  
• Luis F. Lago-Fernández, Gustavo Deco:
  Simultaneous Parallel Processing of Object and Position by Temporal Correlation. 64-71
  

Methodology for Nets Design, and Nets Simulation and Implementation

• Carlos J. García Orellana, Ramón Gallardo Caballero, Horacio M. González Velasco, Francisco Javier López Aligué:
  NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters. 72-79
  
• Paul Bourret, Bruno Pelletier:
  Curved Kernel Neural Network for Functions Approximation. 80-87
  
• Elisa Guerrero Vázquez, Andrés Yáñez Escolano, Pedro Galindo Riaño, Joaquín Pizarro Junquera:
  Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks. 88-95
  
• Patricio García Báez, Carmen Paz Suárez Araujo, Pablo Fernández López:
  Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study. 96-103
  
• Evelio J. González, Alberto F. Hamilton, Lorenzo Moreno, José F. Sigut, Roberto L. Marichal:
  Evenet 2000: Designing and Training Arbitrary Neural Networks in Java. 104-110
  
• Diego Andina, José L. Sanz-González:
  Neyman-Pearson Neural Detectors. 111-118
  
• Patrick Rousset, Christiane Guinot:
  Distance between Kohonen Classes Visualization Tool to Use SOM in Data Set Analysis and Representation. 119-126
  
• Spyros N. Raptis, Spyros G. Tzafestas, Hermione Karagianni:
  Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks. 127-135
  
• José Luis Bernier, Jorge González, Antonio Cañas, Julio Ortega:
  Assessing the Noise Immunity of Radial Basis Function Neural Networks. 136-143
  
• Francisco Javier Salcedo, Julio Ortega, Alberto Prieto:
  Analyzing Boltzmann Machine Parameters for Fast Convergence. 144-151
  
• Joaquín Pizarro Junquera, Pedro Galindo Riaño, Elisa Guerrero Vázquez, Andrés Yáñez Escolano:
  A Penalization Criterion Based on Noise Behaviour for Model Selection. 152-159
  

Image Processing

• Miguel Ángel Patricio Guisado, Darío Maravall Gómez-Allende:
  Wood Texture Analysis by Combining the Connected Elements Histogram and Artificial Neural Networks. 160-167
  
• Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz:
  Dynamic Topology Networks for Colour Image Compression. 168-175
  
• Taichi Hayasaka, Eiichi Ohnishi, Shigeki Nakauchi, Shiro Usui:
  Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines. 176-183
  
• Miguel Macías Macías, Francisco Javier López Aligué, Antonio Serrano Pérez, Antonio Astilleros Vivas:
  A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images. 184-191
  
• Karina Toscano-Medina, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana:
  A Growing Cell Neural Network Structure for Off-Line Signature Recognition. 192-199
  
• Kurosh Madani, Ghislain de Tremiolles, Pascal Tannhof:
  ZISC-036 Neuro-processor Based Image Processing. 200-207
  
• Pablo Martínez Cobo, Pedro Luis Aguilar Mateos, Rosa M. Pérez Utrero, Marino Linaje Trigueros, Juan Carlos Preciado, Antonio J. Plaza:
  Self-Organizing Map for Hyperspectral Image Analysis. 208-218
  
• Igor N. Aizenberg, Ekaterina Myasnikova, Maria Samsonova:
  Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons. 219-226
  
• Souheila Ghennam, Khier Benmahammed:
  Image Restoration Using Neural Networks. 227-234
  
• Pascual Campoy-Cervera, David F. Muñoz-García, Daniel Peña, José A. Calderón-Martínez:
  Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection. 235-245
  
• Miguel A. Jaramillo Morán, J. Álvaro Fernández, José M. Montanero, Fernando Zayas:
  Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN. 246-253
  
• Igor N. Aizenberg, Naum N. Aizenberg, Constantine Butakoff:
  Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification. 254-261
  
• Pedro Isasi, Manuel Velasco, Javier Segovia:
  Analyzing Wavelets Components to Perform Face Recognition. 262-270
  
• Nicolás J. Medrano-Marqués, Bonifacio Martín-del-Brío:
  Man-Machine Voice Interface Using a Commercially Available Neural Chip. 271-278
  
• Gustavo Hernández Ábrego, Israel Torres Sánchez:
  Partial Classification in Speech Recognition Verification. 279-286
  
• Eric Simancas-Acevedo, Akira Kurematsu, Mariko Nakano-Miyatake, Héctor M. Pérez Meana:
  Speaker Recognition Using Gaussian Mixtures Models. 287-294
  
• Christian Ziegaus, Elmar Wolfgang Lang:
  A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images. 295-302
  
• Kenji Suzuki, Isao Horiba, Noboru Sugie:
  Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise. 303-310
  
• Adrian Burian, Jukka Saarinen, Pauli Kuosmanen:
  Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform. 311-318
  

Medical Applications

• Margarita Bachiller, Mariano Rincón, José Mira, Julián García-Feijoó:
  An Automatic System for the Location of the Optic Nerve Head from 2D Images. 319-327
  
• Christian Mies, Christoph Bauer, Günther Ackermann, Wolfgang Bäumler, Christoph Abels, Carlos García Puntonet, Manuel Rodríguez Álvarez, Elmar Wolfgang Lang:
  Can ICA Help Classify Skin Cancer and Benign Lesions? 328-335
  
• Latifa Hamami, Nadia Lassouaoui:
  An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images. 336-344
  
• Antonio J. Serrano-López, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, N. Víctor Jiménez:
  Some Examples for Solving Clinical Problems Using Neural Networks. 345-352
  
• Elias Restum Antonio, Luiz Biondi Neto, Vincenzo de Roberto Junior, Fernando Hideo Fukuda:
  Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues. 353-360
  
• Enrique Monte, Jordi Solé i Casals, Jose Antonio Fiz, Nieves Sopena:
  Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia. 361-368
  
• Hiroyuki Aoki, Eiju Watanabe, Atsushi Nagata, Yukio Kosugi:
  Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories. 369-376
  
• Rajai El Dajani, Maryvonne Miquel, Paul Rubel:
  A Multi Layer Perceptron Approach for Predicting and Modeling the Dynamical Behavior of Cardiac Ventricular Repolarisation. 377-384
  
• Diego Andina, Antonio Vega-Corona:
  Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement. 385-392
  
• Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Sánchez-Maroño:
  An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. 393-400
  
• Enrique J. Carmona, José Mira, Julián G. Feijoo, Manuel G. de la Rosa:
  Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma. 401-409
  

Robotics

• Frank Pasemann, Uli Steinmetz, Martin Hülse, Bruno Lara:
  Evolving Brain Structures for Robot Control. 410-417
  
• Eduardo Sánchez Vila, Manuel Mucientes, Senén Barro:
  A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics. 418-425
  
• Daniele Morano, Leonardo Maria Reyneri:
  An Application of Fuzzy State Automata: Motion Control of an Hexapod Walking Machine. 426-435
  
• Nadia Saadia, Yassine Amirat, Jean Pontnaut, Amar Ramdane-Cherif:
  Neural Adaptive Force Control for Compliant Robots. 436-443
  
• Paolo Puliti, Guido Tascini, Anna Montesanto:
  Reactive Navigation Using Reinforment Learning in Situations of POMDPs. 444-450
  
• Javier de Lope Asiaín, Darío Maravall Gómez-Allende:
  Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons. 451-458
  
• Félix de la Paz, José Ramón Álvarez Sánchez:
  Topological Maps for Robot's Navigation: A Conceptual Approach. 459-467
  
• Changjiu Zhou, Yansheng Yang, J. Kanniah:
  Information Integration for Robot Learning Using Neural Fuzzy Systems. 468-475
  
• Changjiu Zhou, Yansheng Yang, Xinle Jia:
  Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words. 476-483
  
• Marco Balsi, Alessandro Maraschini, Giada Apicella, Sonia Luengo, Jordi Solsona, Xavier Vilasís-Cardona:
  Cellular Neural Networks for Mobile Robot Vision. 484-491
  
• Andrés Pérez-Uribe, Michèle Courant:
  Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics. 492-499
  
• José M. Ramírez, Gianmichele Grittani:
  Robust Chromatic Identification and Tracking. 500-507
  
• Gerardo Quero, Carolina Chang:
  Sequence Learning in Mobile Robots Using Avalanche Neural Networks. 508-515
  
• Sorin Moga, Philippe Gaussier, Mathias Quoy:
  Investigating Active Pattern Recognition in an Imitative Game. 516-523
  
• Erol Sahin:
  Towards an On-Line Neural Conditioning Model for Mobile Robots. 524-530
  

General Applications

• Nicolás J. Medrano-Marqués, Rafael del-Hoyo-Alonso, Bonifacio Martín-del-Brío:
  A Thermocouple Model Based on Neural Networks. 531-538
  
• Olga M. Perez, Francisco Javier Marín Martín, Oswaldo Trelles:
  Improving Biological Sequence Property Distances by Using a Genetic Algorithm. 539-546
  
• Juan A. Botía, Antonio F. Gómez-Skarmeta, Mercedes Valdés, Antonio Padilla:
  Data Mining Applied to Irrigation Water Management. 547-554
  
• Tae Soo Yun:
  Classification of Specular Object Based on Statistical Learning Theory. 555-562
  
• Bogdan Raducanu, Manuel Graña:
  On the Application of Heteroassociative Morphological Memories to Face Localization. 563-570
  
• Javier Juez Santamaría, Gregorio Ismael Sainz Palmero, Eduardo Julio Moya de la Torre, Jose Ramón Perán González:
  Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors. 571-578
  
• Jacobus van Zyl, Christian W. Omlin:
  Knowledge-Based Neural Networks for Modelling Time Series. 579-586
  
• Ramón Alberto Carrasco, José Galindo, María Amparo Vila Miranda:
  Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of some Decision-Maker. 587-594
  
• Moisés Salmerón, Diego Guidotti, Ruggero Petacchi, Leonardo Maria Reyneri:
  Predictive Classification for Integrated Pest Management by Clustering in NN Output Space. 595-602
  
• Adriana Dapena, Luis Castedo:
  Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies. 603-610
  
• Elena Bellei, Diego Guidotti, Ruggero Petacchi, Leonardo Maria Reyneri, Italo Rizzi:
  Evaluation, Classification and Clustering with Neuro-Fuzzy Techniques in Integrate Pest Management. 611-618
  
• Kurosh Madani, Ion Berechet:
  Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach. 619-627
  
• Marta Penas, María J. Carreira, Manuel G. Penedo:
  Autoorganised Structures for Extraction of Perceptual Primitives. 628-635
  
• Victor M. Preciado:
  Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine. 636-643
  
• José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos:
  OBLIC: Classification System Using Evolutionary Algorithm. 644-651
  
• Pilar Jarabo Amores, Manuel Rosa-Zurera, Francisco López-Ferreras:
  Design of a Pre-processing Stage for Avoiding the Dependence on TSNR of a Neural Radar Detector. 652-659
  
• Antonio Fernández-Caballero, José Mira, Francisco Javier Gómez, Miguel Angel Fernández:
  Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net. 660-670
  
• Gustavo A. Casañ, Maria Asunción Castaño:
  Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Delays. 671-678
  
• Ajith Abraham, Dan Steinberg:
  Is Neural Network a Reliable Forecaster on Earth? A MARS Query! 679-686
  
• Roberto J. Rodrigues, Gizelle Kupac Vianna, Antonio C. G. Thomé:
  Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection). 687-695
  
• Predrag Neskovic, Leon N. Cooper:
  Using Contextual Information to Selectively Adjust Preprocessing Parameters. 696-703
  
• Carsten Leder, Christian Rehtanz:
  Electric Power System's Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps. 704-710
  
• Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Javier Marín Martín, Francisco Sandoval Hernández:
  Neural Networks for Contingency Evaluation and Monitoring in Power Systems. 711-718
  
• Miguel Damas, Moisés Salmerón, Julio Ortega, G. Olivares:
  Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks. 719-727
  
• Carlos León, Antonio López, Juan C. Montaño, Iñigo Monedero:
  Classification of Disturbances in Electrical Signals Using Neural Networks. 728-737
  
• Sophie Ponthieux, Marie Cottrell:
  Neural Classification and ``Traditional'' Data Analysis: An Application to Households' Living Conditions. 738-745
  
• Erhard Rank, Gernot Kubin:
  Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network. 746-753
  
• Marcos Faúndez-Zanuy:
  Nonlinear Vectorial Prediction with Neural Nets. 754-761
  
• Manuel Rodríguez Álvarez, Carlos García Puntonet, Ignacio Rojas:
  Separation of Sources Based on the Partitioning of the Space of Observations. 762-769
  
• Yolanda Blanco Archilla, Santiago Zazo, José Manuel Páez-Borrallo:
  Adaptive ICA with Order Statistics in Multidimensional Scenarios. 770-777
  
• Fabian J. Theis, Christoph Bauer, Carlos García Puntonet, Elmar Wolfgang Lang:
  Pattern Repulsion Revisited. 778-785
  
• Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari:
  The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. 786-793
  
• Athanasios Koutras, Ioanna Christoyianni, Evangelos Dermatas, George K. Kokkinakis:
  Feature Extraction in Digital Mammography: An Independent Component Analysis Approach. 794-801
  
• Frédéric Abrard, Yannick Deville:
  Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources. 802-809
  
• Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha:
  A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources. 810-817
  
• Jaakko Särelä, Ricardo Vigário:
  The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions. 818-825
  
• Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki:
  Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. 826-833
  
• Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
  Separating Convolutive Mixtures by Mutual Information Minimization. 834-842