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Neural Approaches to Dynamics of Signal Exchanges

  • Anna Esposito
  • Marcos Faundez-Zanuy
  • Francesco Carlo Morabito
  • Eros Pasero

Part of the Smart Innovation, Systems and Technologies book series (SIST, volume 151)

Table of contents

  1. Front Matter
    Pages i-xxviii
  2. Introduction

    1. Front Matter
      Pages 1-1
    2. Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero
      Pages 3-8
  3. Neural Networks and Related Applications

    1. Front Matter
      Pages 9-9
    2. Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Aurelio Uncini
      Pages 11-19
    3. Pasquale Coscia, Lamberto Ballan, Francesco A. N. Palmieri, Alexandre Alahi, Silvio Savarese
      Pages 21-33
    4. Fabio Vesperini, Luca Romeo, Emanuele Principi, Andrea Monteriù, Stefano Squartini
      Pages 35-46
    5. Antonietta M. Esposito, Andrea De Bernardo, Salvatore Ferrara, Flora Giudicepietro, Lucia Pappalardo
      Pages 55-60
    6. Cosimo Ieracitano, Fabiola Pantó, Nadia Mammone, Annunziata Paviglianiti, Patrizia Frontera, Francesco Carlo Morabito
      Pages 61-72
    7. Luca Barzanti, Silvio Giove, Alessandro Pezzi
      Pages 73-82
    8. Gianpaolo Francesco Trotta, Sergio Mazzola, Giuseppe Gelardi, Antonio Brunetti, Nicola Marino, Vitoantonio Bevilacqua
      Pages 83-93
    9. Stefano Rovetta, Francesco Masulli, Alberto Cabri
      Pages 95-105
    10. Federico Cozza, Paola Galdi, Angela Serra, Gabriele Pasqua, Luigi Pavone, Roberto Tagliaferri
      Pages 107-118
    11. Angelo Ciaramella, Davide Nardone, Antonino Staiano
      Pages 119-131
    12. Valerio Morfino, Salvatore Rampone, Emanuel Weitschek
      Pages 133-143
    13. Leonardo Nadali, Marco Corazza, Francesca Parpinel, Claudio Pizzi
      Pages 145-155
    14. Pietro Russo, Massimo Panella
      Pages 157-166
    15. Luca Cermenati, Dario Malchiodi, Anna Maria Zanaboni
      Pages 167-175
    16. Alessandro Betti, Marco Gori
      Pages 177-187
    17. Alessio Ferone, Antonio Maratea
      Pages 189-199
    18. Francesco A. N. Palmieri, Mario Baldi, Amedeo Buonanno, Giovanni Di Gennaro, Francesco Ospedale
      Pages 201-211
    19. Pietro Barbiero, Giansalvo Cirrincione, Maurizio Cirrincione, Elio Piccolo, Francesco Vaccarino
      Pages 213-221
    20. Gabriele Ciravegna, Giansalvo Cirrincione, Federica Marcolin, Pietro Barbiero, Nicole Dagnes, Elio Piccolo
      Pages 223-233
    21. Giansalvo Cirrincione, Vincenzo Randazzo, Rahul R. Kumar, Maurizio Cirrincione, Eros Pasero
      Pages 235-244
  4. Neural Networks and Pattern Recognition in Medicine

    1. Front Matter
      Pages 245-245
    2. Giansalvo Cirrincione, Vincenzo Randazzo, Eros Pasero
      Pages 247-256
    3. Giacomo Donato Cascarano, Antonio Brunetti, Domenico Buongiorno, Gianpaolo Francesco Trotta, Claudio Loconsole, Ilaria Bortone et al.
      Pages 257-268
    4. Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello et al.
      Pages 269-280
    5. Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo, Alberto Tonda
      Pages 281-290
    6. Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama et al.
      Pages 291-303
    7. Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo
      Pages 305-311
    8. S. Franchini, M. C. Terranova, G. Lo Re, S. Salerno, M. Midiri, Salvatore Vitabile
      Pages 313-327
  5. Dynamics of Signal Exchanges

    1. Front Matter
      Pages 329-329
    2. Anna Esposito, Marialucia Cuciniello, Terry Amorese, Antonietta M. Esposito, Alda Troncone, Mauro N. Maldonato et al.
      Pages 331-345
    3. Vincenzo Paolo Senese, Aniello Pascale, Luigi Maffei, Federico Cioffi, Ida Sergi, Augusto Gnisci et al.
      Pages 347-357
    4. Justine Reverdy, Maria Koutsombogera, Carl Vogel
      Pages 359-370
    5. Ida Sergi, Augusto Gnisci, Vincenzo Paolo Senese, Angelo Di Gennaro
      Pages 371-382
    6. Carl Vogel, Maria Koutsombogera, Rachel Costello
      Pages 383-393
    7. Giulio Gabrieli, Atiqah Azhari, Gianluca Esposito
      Pages 395-402
    8. Serena Dattola, Fabio La Foresta, Lilla Bonanno, Simona De Salvo, Nadia Mammone, Silvia Marino et al.
      Pages 403-414
    9. Alfonso Davide Di Sarno, Raffaele Sperandeo, Giuseppina Di Leva, Irene Fabbricino, Enrico Moretto, Silvia Dell’Orco et al.
      Pages 415-429
    10. Andrés Gómez-Rodellar, Agustín Álvarez-Marquina, Jiri Mekyska, Daniel Palacios-Alonso, Djamila Meghraoui, Pedro Gómez-Vilda
      Pages 431-441
    11. Daniela Iennaco, Raffaele Sperandeo, Lucia Luciana Mosca, Martina Messina, Enrico Moretto, Valeria Cioffi et al.
      Pages 443-452
    12. Xavi Font, Carles Paul, Eloi Rodriguez
      Pages 465-474
    13. Nadia Mammone, Simona De Salvo, Silvia Marino, Lilla Bonanno, Cosimo Ieracitano, Serena Dattola et al.
      Pages 475-483
    14. Josep Lopez-Xarbau, Marcos Faundez-Zanuy, Manuel Garnacho-Castaño
      Pages 485-494
    15. Mauro N. Maldonato, Raffaele Sperandeo, Anna Esposito, Ciro Punzo, Silvia Dell’Orco
      Pages 495-501
    16. Silvia Dell’Orco, Raffaele Sperandeo, Ciro Punzo, Mario Bottone, Anna Esposito, Antonietta M. Esposito et al.
      Pages 503-512

About this book

Introduction

The book presents research that contributes to the development of intelligent dialog systems to simplify diverse aspects of everyday life, such as medical diagnosis and entertainment. Covering major thematic areas: machine learning and artificial neural networks; algorithms and models; and social and biometric data for applications in human–computer interfaces, it discusses processing of audio-visual signals for the detection of user-perceived states, the latest scientific discoveries in processing  verbal (lexicon, syntax, and pragmatics), auditory (voice, intonation, vocal expressions) and visual signals (gestures, body language, facial expressions), as well as algorithms for detecting communication disorders, remote health-status monitoring, sentiment and affect analysis, social behaviors and engagement. Further, it examines neural and machine learning algorithms for the implementation of advanced telecommunication systems, communication with people with special needs, emotion modulation by computer contents, advanced sensors for tracking changes in real-life and automatic systems, as well as the development of advanced human–computer interfaces. The book does not focus on solving a particular problem, but instead describes the results of research that has positive effects in different fields and applications.

Keywords

Social Science Scholarship Machine Learning Methods User Modelling Neural Networks Artificial Intelligence Human-Computer Interaction Daily life Activities Biometric Data Health and Well Being Social Signal Processing Social Behaviour and Context Intelligent Dialog Systems

Editors and affiliations

  • Anna Esposito
    • 1
  • Marcos Faundez-Zanuy
    • 2
  • Francesco Carlo Morabito
    • 3
  • Eros Pasero
    • 4
  1. 1.Department of PsychologyUniversity of Campania Luigi VanvitelliCasertaItaly
  2. 2.TecnocampusMataróSpain
  3. 3.Department of Civil, Environment, Energy and Materials EngineeringMediterranea University of Reggio CalabriaReggio CalabriaItaly
  4. 4.Dipartimento di Elettronica e TelecomunicazioniPolitecnico di TorinoTurinItaly

Bibliographic information