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: Lecture Notes in Computer Science, cartea 3931

Eduardo R. Caianiello Lecture.- Kernel Methods for Clustering.- Models.- A New Neural Network Model for Contextual Processing of Graphs.- Approximation Properties of Positive Boolean Functions.- Switching Neural Networks: A New Connectionist Model for Classification.- Architectures and Algorithms.- Ensembles Based on Random Projections to Improve the Accuracy of Clustering Algorithms.- Recursive Neural Networks and Graphs: Dealing with Cycles.- A System for Transmitting a Coherent Burst of Activity Through a Network of Spiking Neurons.- NEC: A Hierarchical Agglomerative Clustering Based on Fisher and Negentropy Information.- A Recurrent ICA Approach to a Novel BSS Convolutive Nonlinear Problem.- Signal Processing.- Hourly Forecasting of SO2 Pollutant Concentration Using an Elman Neural Network.- Nonlinear Exploratory Data Analysis Applied to Seismic Signals.- Artifact Cancellation from Electrocardiogram by Mixed Wavelet-ICA Filter.- Intelligent Predictive Control of Micro Heat Exchanger.- Transient Power System Stabilizer Design Using Simple Neuron Structure.- Short Term Local Meteorological Forecasting Using Type-2 Fuzzy Systems.- Learning and Data Driver Methods for Short Term Meteo Forecast.- Automatic Dictionary Creation by Sub-symbolic Encoding of Words.- Pattern Recognition.- An Automatic Feature Based Face Authentication System,.- On the Preprocessing of Mass Spectrometry Proteomics Data.- Clustering Causal Relationships in Genes Expression Data.- Application of E?Nets to Feature Recognition of Articulation Manner in Knowledge-Based Automatic Speech Recognition.- Fuzzy and Neurofuzzy Computing.- Granular Regression.- Fuzzy Logic Activities at the Microelectronics Institute of Seville.- Generalized Fuzzy Similarity Indexes.- Environmental Time Series Predictionby Improved Classical Feed-Forward Neural Networks.- New Similarity Rules for Mining Data.- Image File Compression Using Region Growing and Interpolation.- Fuzzy Connectivity and Its Application to Image Segmentation.- Soft Rank Clustering.- Natural Immune Systems.- An Evolution Hypothesis of Bacterial Populations.- Modelling the Immune System with Situated Agents.- Current Paradigms in Immunology.- Supporting Collaborative Knowledge Work: A Methodology for Developing ICT Tools for Biomedical Research.- Profiling Network Attacks Via AIS.- Fuzzy Continuous Petri Net-Based Approach for Modeling Immune Systems.- A General Learning Rule for Network Modeling of Neuroimmune Interactome.- Artificial Immune Systems.- On Diversity and Artificial Immune Systems: Incorporating a Diversity Operator into aiNet.- Lipschitzian Pattern Search and Immunological Algorithm with Quasi-Newton Method for the Protein Folding Problem: An Innovative Multistage Approach.- A Clonal Selection Algorithm for Coloring, Hitting Set and Satisfiability Problems.- Artificial Immune-Based Optimization Technique for Solving Economic Dispatch in Power System.- Securing IPv6-Based Mobile Ad Hoc Networks Through an Artificial Immune System.- Challenges for Artificial Immune Systems.