Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II /

This volume is the first part of the two-volume proceedings of the International C- ference on Artificial Neural Networks (ICANN 2005), held on September 11-15, 2005 in Warsaw, Poland, with several accompanying workshops held on September 15, 2005 at the Nicolaus Copernicus University, Toru , Poland...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Duch, Wlodzislaw (Editor ), Oja, Erkki (Editor ), Zadrozny, Slawomir (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Colección:Theoretical Computer Science and General Issues, 3697
Temas:
Artificial intelligence.
Computer science.
Pattern recognition systems.
Application software.
Database management.
Neurosciences.
Artificial Intelligence.
Theory of Computation.
Automated Pattern Recognition.
Computer and Information Systems Applications.
Database Management.
Neuroscience.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • New Neural Network Models
  • Supervised Learning Algorithms
  • Ensemble-Based Learning
  • Unsupervised Learning
  • Recurrent Neural Networks
  • Reinforcement Learning
  • Bayesian Approaches to Learning
  • Learning Theory
  • Artificial Neural Networks for System Modeling, Decision Making, Optimalization and Control
  • Special Session: Knowledge Extraction from Neural Networks Organizer and Chair: D. A. Elizondo
  • Temporal Data Analysis, Prediction and Forecasting
  • Support Vector Machines and Kernel-Based Methods
  • Soft Computing Methods for Data Representation, Analysis and Processing
  • Special Session: Data Fusion for Industrial, Medical and Environmental Applications Organizers and Chairs: D. Mandic, D. Obradovic
  • Special Session: Non-linear Predictive Models for Speech Processing Organizers and Chairs: M. Chetouani, M. Faundez-Zanuy, B. Gas, A. Hussain
  • Special Session: Intelligent Multimedia and Semantics Organizers and Chairs: Y. Avrithis, S. Kollias
  • Applications to Natural Language Proceesing
  • Various Applications
  • Special Session: Computational Intelligence in Games Organizer and Chair: J. Ma´ndziuk
  • Issues in Hardware Implementation
  • Erratum.

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