Computational Intelligence and Bioinspired Systems 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Cabestany, Joan (Επιμελητής έκδοσης), Prieto, Alberto (Επιμελητής έκδοσης), Sandoval, Francisco (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Σειρά: Lecture Notes in Computer Science, 3512
• Θέματα: Computer science.; Computers.; Algorithms.; Artificial intelligence.; Image processing.; Pattern recognition.; Evolutionary biology.; Computer Science.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.; Computation by Abstract Devices.; Algorithm Analysis and Problem Complexity.; Image Processing and Computer Vision.; Evolutionary Biology.

 We present in this volume the collection of finally accepted papers of the eighth edition of the “IWANN” conference (“International Work-Conference on Artificial Neural Networks”). This biennial meeting focuses on the foundations, theory, models and applications of systems inspired by nature (neural networks, fuzzy logic and evolutionary systems). Since the first edition of IWANN in Granada (LNCS 540, 1991), the Artificial Neural Network (ANN) community, and the domain itself, have matured and evolved. Under the ANN banner we find a very heterogeneous scenario with a main interest and objective: to better understand nature and beings for the correct elaboration of theories, models and new algorithms. For scientists, engineers and professionals working in the area, this is a very good way to get solid and competitive applications. We are facing a real revolution with the emergence of embedded intelligence in many artificial systems (systems covering diverse fields: industry, domotics, leisure, healthcare, … ). So we are convinced that an enormous amount of work must be, and should be, still done. Many pieces of the puzzle must be built and placed into their proper positions, offering us new and solid theories and models (necessary tools) for the application and praxis of these current paradigms. The above-mentioned concepts were the main reason for the subtitle of the IWANN 2005 edition: “Computational Intelligence and Bioinspired Systems.” The call for papers was launched several months ago, addressing the following topics: 1. Mathematical and theoretical methods in computational intelligence. 

 Mathematical and Theoretical Methods -- Evolutionary Computation -- Neurocomputational Inspired Models -- Learning and Adaptation -- Radial Basic Functions Structures -- Self-organizing Networks and Methods -- Support Vector Machines -- Cellular Neural Networks -- Hybrid Systems -- Neuroengineering and Hardware Implementations -- Pattern Recognition -- Perception and Robotics -- Applications on Data Analysis and Preprocessing -- Applications on Data Mining -- Applications on Signal Processing -- Applications on Image Processing -- Applications on Forecasting -- Applications on Independent Component Analysis and Blind Source Separation -- Applications on Power Systems -- Other Applications.