Biological and Artificial Intelligence Environments

ISBN-13: 9781402034312 / Angielski / Twarda / 2006 / 416 str.

Bruno Apolloni; Maria Marinaro; Roberto Tagliaferri

Opis

This volume reports the proceedings of the 15th Italian Workshop on Neural Nets WIRN04. The workshop, held in Perugia from September 14th to 17th 2004 has been jointly organized by the International Institute for Advanced Scienti?c Studies "Eduardo R. Caianiello" (IIASS) and the Societ a Italiana Reti Neuroniche (SIREN). This year the Conference has constituted a joint event of three associations: Associazione Italiana per l'Intelligenza Arti?ciale (AIIA), Gruppo Italiano di Ricercatori in Pattern Recognition (GIRPR), Societ a Italiana Reti Neuroniche (SIREN) within the conference CISI-04 (Conferenza Italiana sui Sistemi Int- ligenti - 2004) combining the three associations' annual meetings. The aim was to examine Intelligent Systems as a joint topic, pointing out synergies and d- ferences between the various approaches. The volume covers this matter from the Neural Networks and related ?elds perspective. It contains invited review papers and selected original contri- tions presented in either oral or poster sessions by both Italian and foreign - searchers. The contributions have been assembled, for reading convenience, into ?ve sections. The ?rst two collect papers from pre-WIRN workshops focused on Computational Intelligence Methods for Bioinformatics and Biostatistics, and Computational Intelligence on Hardware, respectively. The remaining sections concern Architectures and Algorithms, Models, and Applications. The Editors would like to thank the invited speakers and all the contributors whosehighlyquali?edpapershelpedthesuccessoftheWorkshop.Finally, special thanks go to the referees for their accurate work.

Spis treści

Pre-WIRN workshop on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB): 1 ProGenGrid: A Grid Framework for Bioinformatics, G. Aloisio et al.; 2 A preliminary investigation on connecting genotype to oral cancer development through XCS, 2 F. Baronti et al.; 3 Mass Spectrometry Data Analysis for Early Detection of Inherited Breast Cancer, F. Baudi, M. Cannataro et al; 4 Feature Selection combined with random subspace ensemble for gene expression based diagnosis of malignancies, A. Bertoni et al.; 5 Pruning the Nodule Candidate Set in Postero Anterior Chest Radiographs, P. Campadelli, E. Casiraghi; 6 Protein Structure Assembly from Knowledge of beta-sheet Motifs and Secondary Structure, A. Ceroni et al.; 7 Analysis of Oligonucleotide Microarray Images using a fuzzy sets Approach in HLA Typing, G.B. Ferrara et al.; 8 Combinatorial and Machine Learning Approaches in Clustering Microarray Data, S. Pozzi, I. Zoppis; 9 Gene expression data modelling and validation of gene selection methods, F. Ruffino; 10 Mining Yeast Gene Microaray Data with Latent Variable Models, A. Staiano et al.; 11 Recent Applications of Neural Networks in Bioinformatics, M.J. Wood, J.D. Hirst; 12 An Algorithm for Reducing the Number of Support Vectors, D. Anguita et al.; Pre-WIRN workshop on Computational Intelligence on Hardware: Algorithms, Implementations and Applications (CIHAIA): 13 Genetic Design of linear block error-correcting codes, A. Barbieri et al.; 14 Neural hardware based on kernel methods for industrial and scientific applications, A. Boni et al.; 15 Statistical Learning for Parton Identification, D. Cauz et al.; 16 Time-Varying Signals Classification Using a Liquid State Machine, A. Chella, R. Rizzo; 17 FPGA Based Statistical Data Mining Processor, E. Pasero et al.; 18 Neural Classification of HEP Experimental Data, S. Vitabile et al.; WIRN Regular Sessions- Architectures and Algorithms; Models; Applications.