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Neural Nets and Surroundings

22nd Italian Workshop on Neural Nets, WIRN 2012, May 17-19, Vietri sul Mare, Salerno, Italy

  • Book
  • © 2013

Overview

Editors:
  1. Bruno Apolloni

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

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  2. Simone Bassis

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

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  3. Anna Esposito

    1. Dept. of Psychology, Second University of Naples, Caserta, Italy

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  4. Francesco Carlo Morabito

    1. , Dipartimento di Meccanica e Materiali, University Mediterranea of Reggio, Reggio Calabria, Italy

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  • Recent research in neural networks
  • Results of 21th Italian Workshop on Neural Networks (WIRN2012)held June 3-5, Vietri sul Mare, Salerno, Italy
  • Written by leading experts in the field

Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 19)

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Table of contents (43 chapters)

  1. Front Matter

    Pages 1-11
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  2. Algorithms

    1. Front Matter

      Pages 1-1
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    2. Probability Learning and Soft Quantization in Bayesian Factor Graphs

      • Francesco A. N. Palmieri, Alberto Cavallo
      Pages 3-10

    3. Rival-Penalized Competitive Clustering: A Study and Comparison

      • Alberto Borghese, Wiliam Capraro
      Pages 11-20

    4. An Interpretation of the Boundary Movement Method for Imbalanced Dataset Classification Based on Data Quality

      • Dario Malchiodi
      Pages 21-27

    5. Genetic Algorithm Modeling with GPU Parallel Computing Technology

      • Stefano Cavuoti, Mauro Garofalo, Massimo Brescia, Antonio Pescape’, Giuseppe Longo, Giorgio Ventre
      Pages 29-39

    6. An Experimental Evaluation of Reservoir Computation for Ambient Assisted Living

      • Davide Bacciu, Stefano Chessa, Claudio Gallicchio, Alessio Micheli, Paolo Barsocchi
      Pages 41-50

    7. Balancing Recall and Precision in Stock Market Predictors Using Support Vector Machines

      • Marco Lippi, Lorenzo Menconi, Marco Gori
      Pages 51-58

    8. Measures of Brain Connectivity through Permutation Entropy in Epileptic Disorders

      • Domenico Labate, Giuseppina Inuso, Gianluigi Occhiuto, Fabio La Foresta, Francesco C. Morabito
      Pages 59-67

    9. A New System for Automatic Recognition of Italian Sign Language

      • Marco Fagiani, Emanuele Principi, Stefano Squartini, Francesco Piazza
      Pages 69-79

    10. Fall Detection Using an Ensemble of Learning Machines

      • Simon Bulotta, Hassan Mahmoud, Francesco Masulli, Ernesto Palummeri, Stefano Rovetta
      Pages 81-90

  3. Signal Processing

    1. Front Matter

      Pages 91-91
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    2. PM10 Forecasting Using Kernel Adaptive Filtering: An Italian Case Study

      • Simone Scardapane, Danilo Comminiello, Michele Scarpiniti, Raffaele Parisi, Aurelio Uncini
      Pages 93-100

    3. A Collaborative Filter Approach to Adaptive Noise Cancellation

      • Michele Scarpiniti, Danilo Comminiello, Raffaele Parisi, Aurelio Uncini
      Pages 101-109

    4. Waveform Variation of the Explosion-Quakes as a Function of the Eruptive Activity at Stromboli Volcano

      • Antonietta M. Esposito, Luca D’Auria, Flora Giudicepietro, Marcello Martini
      Pages 111-119

    5. Artificial Neural Network (ANN) Morphological Classification of Magnetic Resonance Imaging in Multiple Sclerosis

      • Alessia Bramanti, Lilla Bonanno, Placido Bramanti, Pietro Lanzafame
      Pages 121-127

    6. Neural Moving Object Detection by Pan-Tilt-Zoom Cameras

      • Alessio Ferone, Lucia Maddalena, Alfredo Petrosino
      Pages 129-138

    7. Control of Coffee Grinding with General Regression Neural Networks

      • Luca Mesin, Diego Alberto, Eros Pasero
      Pages 139-146

    8. Defects Detection in Pistachio Nuts Using Artificial Neural Networks

      • Paolo Motto Ros, Eros Pasero
      Pages 147-156

  4. Applications

    1. Front Matter

      Pages 157-157
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Keywords

About this book

This volume collects a selection of contributions which has been presented at the 22nd Italian Workshop on Neural Networks, the yearly meeting of the Italian Society for Neural Networks (SIREN). The conference was held in Italy, Vietri sul Mare (Salerno), during May 17-19, 2012. 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 three main components, two special sessions and a group of regular sessions featuring different aspects and point of views of artificial neural networks and natural intelligence, also including applications of present compelling interest.

Editors and Affiliations

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

    Bruno Apolloni

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

    Simone Bassis

  • Dept. of Psychology, Second University of Naples, Caserta, Italy

    Anna Esposito

  • , Dipartimento di Meccanica e Materiali, University Mediterranea of Reggio, Reggio Calabria, Italy

    Francesco Carlo Morabito

Bibliographic Information

  • Book Title: Neural Nets and Surroundings

  • Book Subtitle: 22nd Italian Workshop on Neural Nets, WIRN 2012, May 17-19, Vietri sul Mare, Salerno, Italy

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

  • Series Title: Smart Innovation, Systems and Technologies

  • DOI: https://doi.org/10.1007/978-3-642-35467-0

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2013

  • Hardcover ISBN: 978-3-642-35466-3Published: 25 December 2012

  • Softcover ISBN: 978-3-642-44132-5Published: 29 January 2015

  • eBook ISBN: 978-3-642-35467-0Published: 25 December 2012

  • Series ISSN: 2190-3018

  • Series E-ISSN: 2190-3026

  • Edition Number: 1

  • Number of Pages: XII, 456

  • Topics: Computational Intelligence, Artificial Intelligence

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