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Recent Advances of Neural Network Models and Applications

Proceedings of the 23rd Workshop of the Italian Neural Networks Society (SIREN), May 23-25, Vietri sul Mare, Salerno, Italy

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Simone Bassis

    1. Department of Computer Science, University of Milano, Milano, Italy

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  2. Anna Esposito

    1. Department of Psychology, Second University of Naples, Institute for Advanced Scientific Studies (IIASS), Caserta, Italy

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  3. Francesco Carlo Morabito

    1. Department of Civil, Energy, Environmental, and Materials Engineering, DICEAM, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy

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  • Recent research on Neural Networks Models and Applications
  • Proceedings of the 23rd Workshop of the Italian Neural Networks Society (SIREN) held at May 23-25 in Vietri sul Mare, Salerno, Italy
  • Written by experts in the field

Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 26)

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Table of contents (44 papers)

  1. Front Matter

    Pages 1-13
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  2. Algorithms

    1. Front Matter

      Pages 1-1
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    2. Identifying Emergent Dynamical Structures in Network Models

      • Marco Villani, Stefano Benedettini, Andrea Roli, David Lane, Irene Poli, Roberto Serra
      Pages 3-13

    3. Experimental Guidelines for Semantic-Based Regularization

      • Claudio Saccà, Michelangelo Diligenti, Marco Gori
      Pages 15-23

    4. A Preliminary Study on Transductive Extreme Learning Machines

      • Simone Scardapane, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini
      Pages 25-32

    5. Avoiding the Cluster Hypothesis in SV Classification of Partially Labeled Data

      • Dario Malchiodi, Tommaso Legnani
      Pages 33-40

    6. Learning Capabilities of ELM-Trained Time-Varying Neural Networks

      • Stefano Squartini, Yibin Ye, Francesco Piazza
      Pages 41-52

    7. A Quality-Driven Ensemble Approach to Automatic Model Selection in Clustering

      • Raffaella Rosasco, Hassan Mahmoud, Stefano Rovetta, Francesco Masulli
      Pages 53-61

    8. An Adaptive Reference Point Approach to Efficiently Search Large Chemical Databases

      • Francesco Napolitano, Roberto Tagliaferri, Pierre Baldi
      Pages 63-74

    9. A Methodological Proposal for an Evolutionary Approach to Parameter Inference in MURAME-Based Problems

      • Marco Corazza, Stefania Funari, Riccardo Gusso
      Pages 75-86

    10. Genetic Art in Perspective

      • Rachele Bellini, N. Alberto Borghese
      Pages 87-95

  3. Signal Processing

    1. Front Matter

      Pages 97-97
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    2. Proportionate Algorithms for Blind Source Separation

      • Michele Scarpiniti, Danilo Comminiello, Simone Scardapane, Raffaele Parisi, Aurelio Uncini
      Pages 99-106

    3. Pupillometric Study of the Dysregulation of the Autonomous Nervous System by SVM Networks

      • Luca Mesin, Ruggero Cattaneo, Annalisa Monaco, Eros Pasero
      Pages 107-115

    4. A Memristor Circuit Using Basic Elements with Memory Capability

      • Amedeo Troiano, Fernando Corinto, Eros Pasero
      Pages 117-124

    5. Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network

      • Silvia Scarpetta, Antonio De Candia
      Pages 125-131

    6. Predictive Analysis of the Seismicity Level at Campi Flegrei Volcano Using a Data-Driven Approach

      • Antonietta M. Esposito, Luca D’Auria, Andrea Angelillo, Flora Giudicepietro, Marcello Martini
      Pages 133-145

    7. Robot Localization by Echo State Networks Using RSS

      • Stefano Chessa, Claudio Gallicchio, Roberto Guzman, Alessio Micheli
      Pages 147-154

    8. An Object Based Analysis Applied to Very High Resolution Remote Sensing Data for the Change Detection of Soil Sealing at Urban Scale

      • Luca Pugliese, Silvia Scarpetta
      Pages 155-162

    9. EEG Complexity Modifications and Altered Compressibility in Mild Cognitive Impairment and Alzheimer’s Disease

      • Domenico Labate, Fabio La Foresta, Isabella Palamara, Giuseppe Morabito, Alessia Bramanti, Zhilin Zhang et al.
      Pages 163-173
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Keywords

About this book

This volume collects a selection of contributions which has been presented at the 23rd Italian Workshop on Neural Networks, the yearly meeting of the Italian Society for Neural Networks (SIREN). The conference was held in Vietri sul Mare, Salerno, Italy during May 23-24, 2013. The annual meeting of SIREN is sponsored by International Neural Network Society (INNS), European Neural Network Society (ENNS) and IEEE Computational Intelligence Society (CIS). The book – as well as the workshop-  is organized in two main components, a special session and a group of regular sessions featuring different aspects and point of views of artificial neural networks, artificial and natural intelligence, as well as psychological and cognitive theories for modeling human behaviors and human machine interactions, including Information Communication applications of compelling interest.

 

Editors and Affiliations

  • Department of Computer Science, University of Milano, Milano, Italy

    Simone Bassis

  • Department of Psychology, Second University of Naples, Institute for Advanced Scientific Studies (IIASS), Caserta, Italy

    Anna Esposito

  • Department of Civil, Energy, Environmental, and Materials Engineering, DICEAM, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy

    Francesco Carlo Morabito

Bibliographic Information

  • Book Title: Recent Advances of Neural Network Models and Applications

  • Book Subtitle: Proceedings of the 23rd Workshop of the Italian Neural Networks Society (SIREN), May 23-25, Vietri sul Mare, Salerno, Italy

  • Editors: Simone Bassis, Anna Esposito, Francesco Carlo Morabito

  • Series Title: Smart Innovation, Systems and Technologies

  • DOI: https://doi.org/10.1007/978-3-319-04129-2

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Hardcover ISBN: 978-3-319-04128-5Published: 10 January 2014

  • Softcover ISBN: 978-3-319-37520-5Published: 27 August 2016

  • eBook ISBN: 978-3-319-04129-2Published: 19 December 2013

  • Series ISSN: 2190-3018

  • Series E-ISSN: 2190-3026

  • Edition Number: 1

  • Number of Pages: XIII, 446

  • Number of Illustrations: 116 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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