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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Duch, Włodzisław (Επιμελητής έκδοσης), Kacprzyk, Janusz (Επιμελητής έκδοσης), Oja, Erkki (Επιμελητής έκδοσης), Zadrożny, Sławomir (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Σειρά: Lecture Notes in Computer Science, 3697
• Θέματα: Computer science.; Neurosciences.; Computers.; Database management.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computation by Abstract Devices.; Pattern Recognition.; Information Systems Applications (incl. Internet).; Database Management.

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...

Πίνακας περιεχομένων:

• 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.