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ORCIDIWANN 2007: San Sebastián, Spain
- Francisco Sandoval Hernández, Alberto Prieto, Joan Cabestany, Manuel Graña:
Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastián, Spain, June 20-22, 2007, Proceedings. Lecture Notes in Computer Science 4507, Springer 2007, ISBN 978-3-540-73006-4
Theoretical Concepts and Neuro Computational Formulations
- Arturo Berrones:
Generating Random Deviates Consistent with the Long Term Behavior of Stochastic Search Processes in Global Optimization. 1-7 - Daniela Danciu
, Vladimir Rasvan:
Dynamics of Neural Networks - Some Qualitative Properties. 8-15 - Liwei Fan, Kim Leng Poh:
A Comparative Study of PCA, ICA and Class-Conditional ICA for Naïve Bayes Classifier. 16-22 - Roberta Sirovich, Laura Sacerdote, Alessandro E. P. Villa:
Effect of Increasing Inhibitory Inputs on Information Processing Within a Small Network of Spiking Neurons. 23-30 - Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias:
An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test. 31-38 - Pedro J. Zufiria, José Andrés Berzal:
Analysis of Hebbian Models with Lateral Weight Connections. 39-46 - Juan José González de la Rosa, Carlos García Puntonet, Antonio Moreno-Muñoz:
Power Quality Event Identification Using Higher-Order Statistics and Neural Classifiers. 47-54 - Manuel González Bedia, Juan M. Corchado, Luis Fernando Castillo:
Bio-inspired Memory Generation by Recurrent Neural Networks. 55-62 - Elia Liitiäinen, Amaury Lendasse, Francesco Corona:
Non-parametric Residual Variance Estimation in Supervised Learning. 63-71 - Julián Luengo, Salvador García, Francisco Herrera:
A Study on the Use of Statistical Tests for Experimentation with Neural Networks. 72-79
Improving Models and Learning Procedures
- Vassilis G. Kaburlasos:
Unified Analysis and Design of ART/SOM Neural Networks and Fuzzy Inference Systems Based on Lattice Theory. 80-93 - Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Marcos Gestal:
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems. 94-101 - Andrzej Rusiecki:
Robust LTS Backpropagation Learning Algorithm. 102-109 - Ngo Anh Vien, Nguyen Hoang Viet, SeungGwan Lee, TaeChoong Chung:
Heuristic Search Based Exploration in Reinforcement Learning. 110-118 - Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Improving Adaptive Boosting with a Relaxed Equation to Update the Sampling Distribution. 119-126 - Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, María del Carmen Vargas-González:
Automatic Model Selection for Probabilistic PCA. 127-134 - Patricia Trejo, Ricardo Ñanculef, Héctor Allende, Claudio Moraga:
Probabilistic Aggregation of Classifiers for Incremental Learning. 135-143 - Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda:
Behaviour-Based Clustering of Neural Networks Applied to Document Enhancement. 144-151 - Ioanna Roussaki, Ioannis V. Papaioannou, Miltiades E. Anagnostou:
Building Automated Negotiation Strategies Enhanced by MLP and GR Neural Networks for Opponent Agent Behaviour Prognosis. 152-161 - Roberto Alejo, Vicente García, José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez:
Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples. 162-169 - Miguel Ángel López, Héctor Pomares, Miguel Damas, Antonio Díaz Estrella, Alberto Prieto, Francisco J. Pelayo, Eva María de la Plaza Hernández:
Surface Modelling with Radial Basis Functions Neural Networks Using Virtual Environments. 170-177 - Óscar Pérez, Manuel A. Sánchez-Montañés:
A New Learning Strategy for Classification Problems with Different Training and Test Distributions. 178-185 - Tuomas Kärnä, Amaury Lendasse:
Gaussian Fitting Based FDA for Chemometrics. 186-193 - Domingo López-Rodríguez, Enrique Mérida Casermeiro, Juan Miguel Ortiz-de-Lazcano-Lobato, Gloria Galán Marín:
Two Pages Graph Layout Via Recurrent Multivalued Neural Networks. 194-202
Self-organizing Networks
- Brieuc Conan-Guez, Fabrice Rossi:
Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. 203-210 - Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, María del Carmen Vargas-González:
Self-organization of Probabilistic PCA Models. 211-218 - Tien Ho-Phuoc, Anne Guérin-Dugué:
A New Adaptation of Self-Organizing Map for Dissimilarity Data. 219-226 - Carolina Saavedra, Rodrigo Salas, Sebastián Moreno, Héctor Allende:
Fusion of Self Organizing Maps. 227-234 - Bruno Baruque, Emilio Corchado, Hujun Yin:
ViSOM Ensembles for Visualization and Classification. 235-243 - José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo:
Adaptive Representation of Objects Topology Deformations with Growing Neural Gas. 244-251
Kernel Methods
- Francisco Javier Ruiz, Cecilio Angulo, Núria Agell, Andreu Català:
Kernel Machines for Non-vectorial Data. 252-259 - Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot:
An EA Multi-model Selection for SVM Multiclass Schemes. 260-267 - V. Vijaya Saradhi, Harish Karnick:
Classifier Complexity Reduction by Support Vector Pruning in Kernel Matrix Learning. 268-275 - Cecilio Angulo, Luis González Abril, Andreu Català, Francisco Velasco Morente:
Multi-classification with Tri-class Support Vector Machines. A Review. 276-283 - Javier Acevedo, Saturnino Maldonado-Bascón, Philip Siegmann, Sergio Lafuente-Arroyo, Pedro Gil-Jiménez:
Tuning L1-SVM Hyperparameters with Modified Radius Margin Bounds and Simulated Annealing. 284-291
Evolutionary and Genetic Algorithms
- Juan Manuel Herrero Durá, Miguel A. Martínez, Javier Sanchis, Xavier Blasco Ferragud:
Well-Distributed Pareto Front by Using the e-MOGA Evolutionary Algorithm. 292-299 - Mario Cámara, Julio Ortega, Francisco de Toro:
The Parallel Single Front Genetic Algorithm (PSFGA) in Dynamic Multi-objective Optimization. 300-307 - José Antonio Becerra, Vicente Díaz Casás, Richard J. Duro:
Exploring Macroevolutionary Algorithms: Some Extensions and Improvements. 308-315 - Zong Woo Geem:
Optimal Scheduling of Multiple Dam System Using Harmony Search Algorithm. 316-323
Evolutionary Learning
- M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, María José del Jesus, Ignacio Rojas:
CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm. 324-332 - Martin Macas, Bogdan Gabrys, Dymitr Ruta, Lenka Lhotská:
Particle Swarm Optimisation of Multiple Classifier Systems. 333-340 - Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto:
Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems. 341-350 - Francisco J. Martínez-Estudillo, César Hervás-Martínez, Alfonso C. Martínez-Estudillo, Pedro Antonio Gutiérrez Peña:
Hybrid Evolutionary Algorithm with Product-Unit Neural Networks for Classification. 351-358 - Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar Jiménez:
Topology Optimization and Training of Recurrent Neural Networks with Pareto-Based Multi-objective Algorithms: A Experimental Study. 359-366
Fuzzy Systems
- Rosa Maria Alsina, Clàudia Mateo Segura, Joan Claudi Socoró:
Multiresolutive Adaptive PN Acquisition Scheme with a Fuzzy Logic Estimator in Non Selective Fast SNR Variation Environments. 367-374 - Alberto Fernández, Salvador García, María José del Jesus, Francisco Herrera:
A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets. 375-382 - José Antonio Montero, Francesc Alías, Carles Garriga, Lluís Vicent, Ignasi Iriondo Sanz:
Assessing Students' Teamwork Performance by Means of Fuzzy Logic. 383-390 - Rodolfo E. Haber, Michael Schmittdiel, Angel Alique, Andrés Bustillo, Ramón Galán:
Networked Control Based on Fuzzy Logic. An Application to a High-Performance Milling Process. 391-398 - Ivan Nunes da Silva, Rogério Andrade Flauzino:
Efficient Parametric Adjustment of Fuzzy Inference System Using Unconstrained Optimization. 399-406 - Andrés Mejías, Omar Sánchez, Sixto Romero:
Automatic Selection of Input Variables and Initialization Parameters in an Adaptive Neuro Fuzzy Inference System. Application for Modeling Visual Textures in Digital Images. 407-413
Neuroingeniering and Hardware Implementations
- Ralf Eickhoff, Tim Kaulmann, Ulrich Rückert:
Neural Inspired Architectures for Nanoelectronics. 414-421 - Lorena Anghel, Michael Nicolaidis:
Defects Tolerant Logic Gates for Unreliable Future Nanotechnologies. 422-429 - Thomas Jacob Koickal, Luiz C. P. Gouveia, Alister Hamilton:
A Programmable Time Event Coded Circuit Block for Reconfigurable Neuromorphic Computing. 430-437 - Y. Zhang, Alister Hamilton, R. Cheung, Barbara Webb, Petros Argyrakis, T. Gonos:
Integration of Wind Sensors and Analogue VLSI for an Insect-Inspired Robot. 438-446 - Tim Kaulmann, Sven Lütkemeier, Ulrich Rückert:
IAF Neuron Implementation for Mixed-Signal PCNN Hardware. 447-454 - Snorre Aunet, Hans Kristian Otnes Berge:
Statistical Simulations for Exploring Defect Tolerance and Power Consumption for 4 Subthreshold 1-Bit Addition Circuits. 455-462 - Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, José Fernando Díez Higuera, Míriam Antón-Rodríguez:
Fuzzy ART Neural Network Parallel Computing on the GPU. 463-470 - Stefan Philipp, Andreas Grübl, Karlheinz Meier, Johannes Schemmel:
Interconnecting VLSI Spiking Neural Networks Using Isochronous Connections. 471-478 - Daniel Brüderle, Andreas Grübl, Karlheinz Meier, Eilif Mueller, Johannes Schemmel:
A Software Framework for Tuning the Dynamics of Neuromorphic Silicon Towards Biology. 479-486 - Valeriu Beiu, Walid Ibrahim, Sanja Lazarova-Molnar:
What von Neumann Did Not Say About Multiplexing Beyond Gate Failures - The Gory Details. 487-496 - Nouma Izeboudjen, Ahcene Farah, Hamid Bessalah, Ahmed Bouridane, Nassim Chikhi:
Towards a Platform for FPGA Implementation of the MLP Based Back Propagation Algorithm. 497-505 - Sara Granados, Eduardo Ros Vidal, Rafael Rodríguez-Gómez, Javier Díaz:
Visual Processing Platform Based on Artificial Retinas. 506-513
Data Analysis
- Michel Misiti, Yves Misiti, Georges Oppenheim, Jean-Michel Poggi:
Clustering Signals Using Wavelets. 514-521 - Vanessa Gómez-Verdejo, Michel Verleysen, Jérôme Fleury:
Information-Theoretic Feature Selection for the Classification of Hysteresis Curves. 522-529 - Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk:
Consumer Profile Identification and Allocation. 530-538 - Alexander Hasenfuss, Barbara Hammer, Frank-Michael Schleif, Thomas Villmann:
Neural Gas Clustering for Dissimilarity Data with Continuous Prototypes. 539-546 - Marie-Thérèse Boyer-Xambeu, Ghislain Deleplace, Patrice Gaubert, Lucien Gillard, Madalina Olteanu:
Mixing Kohonen Algorithm, Markov Switching Model and Detection of Multiple Change-Points: An Application to Monetary History. 547-555 - Thomas Villmann, Frank-Michael Schleif, Erzsébet Merényi, Barbara Hammer:
Fuzzy Labeled Self-Organizing Map for Classification of Spectra. 556-563 - Vincent Vigneron:
Some Applications of Interval Analysis to Statistical Problems. 564-579 - Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
Visualizing High-Dimensional Input Data with Growing Self-Organizing Maps. 580-587 - Abraham Prieto, Francisco Bellas, Richard J. Duro, Fernando López-Peña:
Auto Adjustable ANN-Based Classification System for Optimal High Dimensional Data Analysis. 588-596 - Alberto Salguero, Francisco Araque, Ramón Alberto Carrasco, María Amparo Vila Miranda, Luis Martínez-López:
Applying Fuzzy Data Mining for Soaring Area Selection. 597-605 - Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, Olli Simula:
Advantages of Using Feature Selection Techniques on Steganalysis Schemes. 606-613
Signal Processing
- Vicent Romero-García, Elies Fuster-García, J. V. Sánchez-Pérez, Lluís Miquel Garcia-Raffi, Xavier Blasco Ferragud, Juan Manuel Herrero Durá, Javier Sanchis:
Genetic Algorithm in the Optimization of the Acoustic Attenuation Systems. 614-621 - José Ramón Salinas, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández:
Sine Fitting Multiharmonic Algorithms Implemented by Artificial Neural Networks. 622-629 - Raul Vicen-Bueno, Maria P. Jarabo-Amores, David de la Mata-Moya, Manuel Rosa-Zurera, Roberto Gil-Pita:
Low Complexity MLP-Based Radar Detector: Influence of the Training Algorithm and the MLP Size. 630-637 - Addisson Salazar, Juan M. Unió, Arturo Serrano, Jorge Gosálbez:
Neural Networks for Defect Detection in Non-destructive Evaluation by Sonic Signals. 638-645
Signal Processing
- Ignasi Iriondo Sanz, Santiago Planet, Francesc Alías, Joan Claudi Socoró, Elisa Martínez Marroquín:
Validation of an Expressive Speech Corpus by Mapping Automatic Classification to Subjective Evaluation. 646-653 - Lluís Formiga, Francesc Alías:
Extracting User Preferences by GTM for aiGA Weight Tuning in Unit Selection Text-to-Speech Synthesis. 654-661
Image Processing
- Jeanny Hérault, Barthélémy Durette:
Modeling Visual Perception for Image Processing. 662-675 - Maite García-Sebastián, Ana Isabel González, Manuel Graña:
Derivation of SOM-Like Rules for Intensity Inhomogeneity Correction in MRI. 676-683 - Fernando Mateo, Ramón José Aliaga, Jorge Daniel Martínez, José María Monzó, Rafael Gadea Gironés:
Incidence Position Estimation in a PET Detector Using a Discretized Positioning Circuit and Neural Networks. 684-691 - Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Rubén Martín-Clemente, Elmar Wolfgang Lang:
Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis. 692-699 - Fadi Dornaika, Bogdan Raducanu:
Efficient Facial Expression Recognition for Human Robot Interaction. 700-708 - Marco Grassi, Marcos Faúndez-Zanuy:
Face Recognition with Facial Mask Application and Neural Networks. 709-716 - Carlos Daniel Luján-Martinez, Alejandro Linares-Barranco, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Antón Civit Balcells:
Multi-task Implementation for Image Reconstruction of an AER Communication. 717-724 - Sergio Lafuente-Arroyo, A. Sánchez-Fernández, Saturnino Maldonado-Bascón, Pedro Gil-Jiménez, Francisco Javier Acevedo-Rodríguez:
Road Sign Recognition Using Spatial Dimension Reduction Methods Based on PCA and SVMs. 725-732 - M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis:
Specialized Ensemble of Classifiers for Traffic Sign Recognition. 733-740 - Raul Vicen-Bueno, Antonio García González, Elena Torijano Gordo, Roberto Gil-Pita, Manuel Rosa-Zurera:
Traffic Sign Classification by Image Preprocessing and Neural Networks. 741-748
Time Series and Prediction
- Fatih Onur Hocaoglu, Ömer Nezih Gerek, Mehmet Kurban:
A Novel 2-D Model Approach for the Prediction of Hourly Solar Radiation. 749-756 - Patrick Rousset, Jean-Francois Giret:
Classifying Qualitative Time Series with SOM: The Typology of Career Paths in France. 757-764 - Wei-Chiang Hong, Ping-Feng Pai, Shun-Lin Yang, Chien-Yuan Lai:
Continuous Ant Colony Optimization in a SVR Urban Traffic Forecasting Model. 765-773 - Antonio Miguel Mora, Juan Luis Jiménez Laredo, Pedro A. Castillo, Juan Julián Merelo Guervós:
Predicting Financial Distress: A Case Study Using Self-organizing Maps. 774-781 - Ginés Rubio, Héctor Pomares, Luis Javier Herrera, Ignacio Rojas:
Kernel Methods Applied to Time Series Forecasting. 782-789
Robotics and Planning Motor Control
- Ricardo A. Téllez, Cecilio Angulo:
Embodying Cognitive Abilities: Categorization. 790-797 - Carlos Herrera Pérez, Alberto Montebelli, Tom Ziemke:
Behavioral Flexibility: An Emotion Based Approach. 798-805 - Diego E. Pardo, Cecilio Angulo:
Emerging Behaviors by Learning Joint Coordination in Articulated Mobile Robots. 806-813 - Blanca Fernández-Espejo, Alberto Poncela, Cristina Urdiales, Francisco Sandoval Hernández:
Collaborative Emergent Navigation Based on Biometric Weighted Shared Control. 814-821 - Silvia Tolu, Eduardo Ros Vidal, Rodrigo Agís:
Bio-inspired Control Model for Object Manipulation by Humanoid Robots. 822-829 - Francisco García-Córdova, Antonio Guerrero-González, Fulgencio Marín-García:
Neuronal Architecture for Reactive and Adaptive Navigation of a Mobile Robot. 830-838 - Tomás Martínez-Marín:
Learning Autonomous Behaviours for Non-holonomic Vehicles. 839-846 - Ivan Villaverde, Manuel Graña, Alicia D'Anjou:
Morphological Independence for Landmark Detection in Vision Based SLAM. 847-854
Power System Applications
- Emin Germen, Dogan Gökhan Ece, Ömer Nezih Gerek:
Self Organizing Map (SOM) Approach for Classification of Mechanical Faults in Induction Motors. 855-861 - Robert Lukomski, Kazimierz Wilkosz:
Method for Power System Topology Verification with Use of Radial Basis Function Networks. 862-869 - Adnan Khashman, Kadri Buruncuk, Samir Jabr:
Intelligent Detection of Voltage Instability in Power Distribution Systems. 870-877 - Hasan Riza Özçalik, Ceyhun Yildiz, Mustafa Danaci, Zafer Koca:
RBF Based Induction Motor Control with a Good Nonlinearity Compensation. 878-886
Internet and Web Applications
- Rafael del-Hoyo-Alonso, Pilar Fernández-de-Alarcón, Juan-José Navamuel-Castillo, Nicolás J. Medrano-Marqués, Bonifacio Martín-del-Brío, Julián Fernández-Navajas, David Abadía-Gallego:
Neural Networks for QoS Network Management. 887-894 - ByungRae Cha, JongGeun Jeong:
Improvement of Anomaly Intrusion Detection Performance by Indirect Relation for FTP Service. 895-902 - Ángela Blanco, Alba María Ricket, Manuel Martín-Merino:
Combining SVM Classifiers for Email Anti-spam Filtering. 903-910 - Beatriz Prieto, Juan Julián Merelo Guervós, Alberto Prieto, Fernando Tricas:
Analyzing a Web-Based Social Network Using Kohonen's SOM. 911-918 - Amelia Zafra, Sebastián Ventura, Enrique Herrera-Viedma, Cristóbal Romero:
Multiple Instance Learning with Genetic Programming for Web Mining. 919-927
Biomedical Applications
- Piero P. Bonissone, Naresh Iyer:
Soft Computing Applications to Prognostics and Health Management (PHM): Leveraging Field Data and Domain Knowledge. 928-939 - Antonio Miguel Mora, Juan Julián Merelo Guervós, Carlos Briones, Federico Morán, Juan Luis Jiménez Laredo:
Clustering and Visualizing HIV Quasispecies Using Kohonen's Self-Organizing Maps. 940-947 - Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Esther García-Garaluz, Héctor de Arazoza, Francisco Sandoval Hernández:
Estimation of the Rate of Detection of Infected Individuals in an Epidemiological Model. 948-955 - Miguel Ángel López, Héctor Pomares, Miguel Damas, Eduardo Madrid, Alberto Prieto, Francisco J. Pelayo, Eva María de la Plaza Hernández:
Use of ANNs as Classifiers for Selective Attention Brain-Computer Interfaces. 956-963
Neural Networks and Other Machine Learning Methods in Cancer Research
- Alfredo Vellido, Paulo J. G. Lisboa:
Neural Networks and Other Machine Learning Methods in Cancer Research. 964-971