Neural Nets: 16th Italian Workshop on Neural Nets, WIRN 2005, International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005, Revised Selected Papers / Edition 1

Neural Nets: 16th Italian Workshop on Neural Nets, WIRN 2005, International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005, Revised Selected Papers / Edition 1

by Bruno Apolloni, Maria Marinaro, Giuseppe Nicosia, Roberto Tagliaferri
     
 

ISBN-10: 3540331832

ISBN-13: 9783540331834

Pub. Date: 05/11/2006

Publisher: Springer Berlin Heidelberg

This book constitutes the thoroughly refereed postproceedings of the 16th Italian Workshop on Neural Nets, WIRN 2005, as well as the satellite International Workshop on Natural and Artificial Immune Systems, NAIS 2005, held in Vietri sul Mare, Italy in June 2005. The 41 revised papers presented together with a lecture by the winner of the Premio Caianiello award

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Overview

This book constitutes the thoroughly refereed postproceedings of the 16th Italian Workshop on Neural Nets, WIRN 2005, as well as the satellite International Workshop on Natural and Artificial Immune Systems, NAIS 2005, held in Vietri sul Mare, Italy in June 2005. The 41 revised papers presented together with a lecture by the winner of the Premio Caianiello award were carefully reviewed and improved during two rounds of selection and refereeing.

Product Details

ISBN-13:
9783540331834
Publisher:
Springer Berlin Heidelberg
Publication date:
05/11/2006
Series:
Lecture Notes in Computer Science / Theoretical Computer Science and General Issues Series, #3931
Edition description:
2006
Pages:
370
Product dimensions:
9.21(w) x 6.14(h) x 0.81(d)

Related Subjects

Table of Contents

Kernel methods for clustering1
A new neural network model for contextual processing of graphs10
Approximation properties of positive boolean functions18
Switching neural networks : a new connectionist model for classification23
Ensembles based on random projections to improve the accuracy of clustering algorithms31
Recursive neural networks and graphs : dealing with cycles38
A system for transmitting a coherent burst of activity through a network of spiking neurons44
NEC : a hierarchical agglomerative clustering based on Fisher and Negentropy information49
A recurrent ICA approach to a novel BSS convolutive nonlinear problem57
Hourly forecasting of SO[subscript 2] pollutant concentration using an Elman neural network65
Nonlinear exploratory data analysis applied to seismic signals70
Artifact cancellation from electrocardiogram by mixed wavelet-ICA filter78
Intelligent predictive control of micro heat exchanger83
Transient power system stabilizer design using simple neuron structure90
Short term local meteorological forecasting using type-2 fuzzy systems95
Learning and data driver methods for short term Meteo forecast105
Automatic dictionary creation by sub-symbolic encoding of words113
An automatic feature based face authentication system120
On the preprocessing of mass spectrometry proteomics data127
Clustering causal relationships in genes expression data132
Application of E[alpha]Nets to feature recognition of articulation manner in knowledge-based automatic speech recognition140
Granular regression147
Fuzzy logic activities at the Microelectronics Institute of Seville157
Generalized fuzzy similarity indexes163
Environmental time series prediction by improved classical feed-forward neural networks171
New similarity rules for mining data179
Image file compression using region growing and interpolation188
Fuzzy connectivity and its application to image segmentation197
Soft rank clustering207
An evolution hypothesis of bacterial populations214
Modelling the immune system with situated agents231
Current paradigms in immunology244
Supporting collaborative knowledge work : a methodology for developing ICT tools for biomedical research261
Profiling network attacks via AIS272
Fuzzy continuous Petri Net-based approach for modeling immune systems278
A general learning rule for network modeling of neuroimmune interactome286
On diversity and artificial immune systems : incorporating a diversity operator into aiNet293
Lipschitzian pattern search and immunological algorithm with quasi-Newton method for the protein folding problem : an innovative multistage approach307
A clonal selection algorithm for coloring, hitting set and satisfiability problems324
Artificial immune-based optimization technique for solving economic dispatch in power system338
Securing IPv6-based mobile ad hoc networks through an artificial immune system346
Challenges for artificial immune systems355

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