Neural nets : 16th Italian Workshop on Neural Nets, WIRN 2005 and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005 : revised selected papers / Bruno Apolloni [and others] (eds.).

By: (16th : Italian Workshop on Neural Nets (16th : 2005 : Vietri sul Mare, Italy)
Contributor(s): Apolloni, Bruno, 1946- | International Workshop on Natural and Artificial Immune Systems (2005 : Vietri sul Mare, Italy)
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 3931.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2006Description: 1 online resource (xiii, 370 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540331841; 3540331840Other title: 16th Italian Workshop on Neural Nets, WIRN 2005 | Sixteenth Italian Workshop on Neural Nets, WIRN 2005 | WIRN 2005 | International Workshop on Natural and Artificial Immune Systems, NAIS 2005 | NAIS 2005Subject(s): Neural networks (Computer science) -- Congresses | Nerve Net | Neural Networks, Computer | Artificial Intelligence | Models, Immunological | Réseaux neuronaux (Informatique) -- Congrès | COMPUTERS -- Neural Networks | Informatique | Neural networks (Computer science) | bioinformatics | informatieontsluiting | information retrieval | informatieopslag | information storage | wiskunde | mathematics | computerwetenschappen | computer sciences | kunstmatige intelligentie | artificial intelligence | computational science | logica | logic | patroonherkenning | pattern recognition | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Congress. | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Neural nets.DDC classification: 006.3/2 LOC classification: QA76.87 | .I85 2005ebOther classification: TP18-532 Online resources: Click here to access online
Contents:
Kernel methods for clustering / Francesco Camastra -- A new neural network model for contextual processing of graphs / Alessio Micheli and Antonio S. Sestito -- Approximation properties of positive boolean functions / Marco Muselli -- Switching neural networks : a new connectionist model for classification / Marco Muselli -- Ensembles based on random projections to improve the accuracy of clustering algorithms / Alberto Bertoni and Giorgio Valentini -- Recursive neural networks and graphs : dealing with cycles / M. Bianchini, M. Gori, L. Sarti and F. Scarselli -- A system for transmitting a coherent burst of activity through a network of spiking neurons / J. Bose, S.B. Furber and J.L. Shapiro -- NEC : a hierarchical agglomerative clustering based on Fisher and Negentropy information / Angelo Ciaramella, Giuseppe Longo, Antonino Staiano and Roberto Tagliaferri -- A recurrent ICA approach to a novel BSS convolutive nonlinear problem / Daniele Vigliano, Raffaele Parisi and Aurelio Uncini -- Hourly forecasting of SO[subscript 2] pollutant concentration using an Elman neural network / U. Brunelli, V. Piazza, L. Pignato, F. Sorbello and S. Vitabile -- Nonlinear exploratory data analysis applied to seismic signals / Antonietta M. Esposito, Silvia Scarpetta, Flora Giudicepietro, Stefano Masiello, Luca Pugliese and Anna Esposito -- Artifact cancellation from electrocardiogram by mixed wavelet-ICA filter / Fabio La Foresta, Nadia Mammone and Francesco Carlo Morabito -- Intelligent predictive control of micro heat exchanger / Mehdi Galily, Farzad Habibipour Roudsari, Masoum Fardis and Ali Yazdian -- Transient power system stabilizer design using simple neuron structure / Farzad Habibipour Roudsari, Behzad Jalaie and Mehdi Galily -- Short term local meteorological forecasting using type-2 fuzzy systems / Arianna Mencattini, Marcello Salmeri, Stefano Bertazzoni, Roberto Lojacono, Eros Pasero and Walter Moniaci -- Learning and data driver methods for short term Meteo forecast / Eros Pasero and Walter Moniaci -- Automatic dictionary creation by sub-symbolic encoding of words / Filippo Vella, Giovanni Pilato, Ignazio Motisi and Salvatore Gaglio -- An automatic feature based face authentication system / Stefano Arca, Paola Campadelli, Elena Casiraghi and Raffaella Lanzarotti -- On the preprocessing of mass spectrometry proteomics data / M. Cannataro, P.H. Guzzi, T. Mazza, G. Tradigo and P. Veltri -- Clustering causal relationships in genes expression data / Sergio Pozzi, Italo Zoppis and Giancarlo Mauri -- Application of E[alpha]Nets to feature recognition of articulation manner in knowledge-based automatic speech recognition / Sabato M. Siniscalchi, Jinyu Li, Giovanni Pilato, Giorgio Vassallo, Mark A. Clements, Antonio Gentile and Filippo Sorbello -- Granular regression / B. Apolloni, D. Iannizzi, D. Malchiodi and W. Pedrycz -- Fuzzy logic activities at the Microelectronics Institute of Seville / Angel Barriga, Santiago Sanchez-Solano, Iluminada Baturone, Francisco Moreno-Velo, Piedad Brox, Federico Montesino, Nashaat M. Hussein, Maria Brox and Andres Gersnoviez -- Generalized fuzzy similarity indexes / Narcis Clara -- Environmental time series prediction by improved classical feed-forward neural networks / Maurizio Campolo, Narcis Clara and Carlo Francesco Morabito -- New similarity rules for mining data / Vito Di Gesu and Jerome H. Friedman -- Image file compression using region growing and interpolation / Antonio Di Nola, Nicla Paladino and Barnabas Bede -- Fuzzy connectivity and its application to image segmentation / Gabriele Martino and Alfredo Petrosino -- Soft rank clustering / Stefano Rovetta, Francesco Masulli and Maurizio Filippone -- An evolution hypothesis of bacterial populations / Bruno Apolloni, Alberto Clivio, Simone Bassis, Sabrina Gaito and Dario Malchiodi -- Modelling the immune system with situated agents / Stefania Bandini, Franco Celada, Sara Manzoni, Roberto Puzone and Giuseppe Vizzari -- Current paradigms in immunology / Eugenio Cesana, Silvia Beltrami, Antonia Emanuela Laface, Astrid Urthaler, Alessandra Folci and Alberto Clivio -- Supporting collaborative knowledge work : a methodology for developing ICT tools for biomedical research / Henry Linger -- Profiling network attacks via AIS / Anastasia Pagnoni and Andrea Visconti -- Fuzzy continuous Petri Net-based approach for modeling immune systems / Inho Park, Dokyun Na, Doheon Lee and Kwang H. Lee -- A general learning rule for network modeling of neuroimmune interactome / D. Remondini, P. Tieri, S. Valensin, E. Verondini, C. Franceschi, F. Bersani and G.C. Castellani -- On diversity and artificial immune systems : incorporating a diversity operator into aiNet / Paul S. Andrews and Jon Timmis -- Lipschitzian pattern search and immunological algorithm with quasi-Newton method for the protein folding problem : an innovative multistage approach / A.M. Anile, V. Cutello, G. Narzisi, G. Nicosia and S. Spinella -- A clonal selection algorithm for coloring, hitting set and satisfiability problems / Vincenzo Cutello and Giuseppe Nicosia -- Artificial immune-based optimization technique for solving economic dispatch in power system / Titik Khawa Abdul Rahman, Saiful Izwan Suliman and Ismail Musirin -- Securing IPv6-based mobile ad hoc networks through an artificial immune system / Julian L. Rrushi -- Challenges for artificial immune systems / Jon Timmis.
Abstract: (Publisher-supplied data) Bibliographic record and links to related information available from the Library of Congress catalog Information from electronic data provided by the publisher. May be incomplete or contain other coding. 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. The papers are organized in topical sections on models of neural networks, architectures and algorithms, signal processing, and pattern recognition, methodologies and applications of fuzzy and neurofuzzy computing, natural immune systems, and artificial immune systems.
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Includes bibliographical references and index.

"This volume reports the proceedings of the 16th Italian Workshop on Neural Nets WIRN 2005 and the satellite International Workshop on Natural and Artificial Immune Systems NAIS 2005"--Preface.

Kernel methods for clustering / Francesco Camastra -- A new neural network model for contextual processing of graphs / Alessio Micheli and Antonio S. Sestito -- Approximation properties of positive boolean functions / Marco Muselli -- Switching neural networks : a new connectionist model for classification / Marco Muselli -- Ensembles based on random projections to improve the accuracy of clustering algorithms / Alberto Bertoni and Giorgio Valentini -- Recursive neural networks and graphs : dealing with cycles / M. Bianchini, M. Gori, L. Sarti and F. Scarselli -- A system for transmitting a coherent burst of activity through a network of spiking neurons / J. Bose, S.B. Furber and J.L. Shapiro -- NEC : a hierarchical agglomerative clustering based on Fisher and Negentropy information / Angelo Ciaramella, Giuseppe Longo, Antonino Staiano and Roberto Tagliaferri -- A recurrent ICA approach to a novel BSS convolutive nonlinear problem / Daniele Vigliano, Raffaele Parisi and Aurelio Uncini -- Hourly forecasting of SO[subscript 2] pollutant concentration using an Elman neural network / U. Brunelli, V. Piazza, L. Pignato, F. Sorbello and S. Vitabile -- Nonlinear exploratory data analysis applied to seismic signals / Antonietta M. Esposito, Silvia Scarpetta, Flora Giudicepietro, Stefano Masiello, Luca Pugliese and Anna Esposito -- Artifact cancellation from electrocardiogram by mixed wavelet-ICA filter / Fabio La Foresta, Nadia Mammone and Francesco Carlo Morabito -- Intelligent predictive control of micro heat exchanger / Mehdi Galily, Farzad Habibipour Roudsari, Masoum Fardis and Ali Yazdian -- Transient power system stabilizer design using simple neuron structure / Farzad Habibipour Roudsari, Behzad Jalaie and Mehdi Galily -- Short term local meteorological forecasting using type-2 fuzzy systems / Arianna Mencattini, Marcello Salmeri, Stefano Bertazzoni, Roberto Lojacono, Eros Pasero and Walter Moniaci -- Learning and data driver methods for short term Meteo forecast / Eros Pasero and Walter Moniaci -- Automatic dictionary creation by sub-symbolic encoding of words / Filippo Vella, Giovanni Pilato, Ignazio Motisi and Salvatore Gaglio -- An automatic feature based face authentication system / Stefano Arca, Paola Campadelli, Elena Casiraghi and Raffaella Lanzarotti -- On the preprocessing of mass spectrometry proteomics data / M. Cannataro, P.H. Guzzi, T. Mazza, G. Tradigo and P. Veltri -- Clustering causal relationships in genes expression data / Sergio Pozzi, Italo Zoppis and Giancarlo Mauri -- Application of E[alpha]Nets to feature recognition of articulation manner in knowledge-based automatic speech recognition / Sabato M. Siniscalchi, Jinyu Li, Giovanni Pilato, Giorgio Vassallo, Mark A. Clements, Antonio Gentile and Filippo Sorbello -- Granular regression / B. Apolloni, D. Iannizzi, D. Malchiodi and W. Pedrycz -- Fuzzy logic activities at the Microelectronics Institute of Seville / Angel Barriga, Santiago Sanchez-Solano, Iluminada Baturone, Francisco Moreno-Velo, Piedad Brox, Federico Montesino, Nashaat M. Hussein, Maria Brox and Andres Gersnoviez -- Generalized fuzzy similarity indexes / Narcis Clara -- Environmental time series prediction by improved classical feed-forward neural networks / Maurizio Campolo, Narcis Clara and Carlo Francesco Morabito -- New similarity rules for mining data / Vito Di Gesu and Jerome H. Friedman -- Image file compression using region growing and interpolation / Antonio Di Nola, Nicla Paladino and Barnabas Bede -- Fuzzy connectivity and its application to image segmentation / Gabriele Martino and Alfredo Petrosino -- Soft rank clustering / Stefano Rovetta, Francesco Masulli and Maurizio Filippone -- An evolution hypothesis of bacterial populations / Bruno Apolloni, Alberto Clivio, Simone Bassis, Sabrina Gaito and Dario Malchiodi -- Modelling the immune system with situated agents / Stefania Bandini, Franco Celada, Sara Manzoni, Roberto Puzone and Giuseppe Vizzari -- Current paradigms in immunology / Eugenio Cesana, Silvia Beltrami, Antonia Emanuela Laface, Astrid Urthaler, Alessandra Folci and Alberto Clivio -- Supporting collaborative knowledge work : a methodology for developing ICT tools for biomedical research / Henry Linger -- Profiling network attacks via AIS / Anastasia Pagnoni and Andrea Visconti -- Fuzzy continuous Petri Net-based approach for modeling immune systems / Inho Park, Dokyun Na, Doheon Lee and Kwang H. Lee -- A general learning rule for network modeling of neuroimmune interactome / D. Remondini, P. Tieri, S. Valensin, E. Verondini, C. Franceschi, F. Bersani and G.C. Castellani -- On diversity and artificial immune systems : incorporating a diversity operator into aiNet / Paul S. Andrews and Jon Timmis -- Lipschitzian pattern search and immunological algorithm with quasi-Newton method for the protein folding problem : an innovative multistage approach / A.M. Anile, V. Cutello, G. Narzisi, G. Nicosia and S. Spinella -- A clonal selection algorithm for coloring, hitting set and satisfiability problems / Vincenzo Cutello and Giuseppe Nicosia -- Artificial immune-based optimization technique for solving economic dispatch in power system / Titik Khawa Abdul Rahman, Saiful Izwan Suliman and Ismail Musirin -- Securing IPv6-based mobile ad hoc networks through an artificial immune system / Julian L. Rrushi -- Challenges for artificial immune systems / Jon Timmis.

(Publisher-supplied data) Bibliographic record and links to related information available from the Library of Congress catalog Information from electronic data provided by the publisher. May be incomplete or contain other coding. 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. The papers are organized in topical sections on models of neural networks, architectures and algorithms, signal processing, and pattern recognition, methodologies and applications of fuzzy and neurofuzzy computing, natural immune systems, and artificial immune systems.

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