Progresses in Artificial Intelligence and Neural Systems – (Smart Innovation; Systems and Technologies Book 184)

Download Progresses in Artificial Intelligence and Neural Systems – (Smart Innovation; Systems and Technologies Book 184) written by Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero in PDF format. This book is under the category Computers and bearing the isbn/isbn13 number 9811550921; 981155093X/9789811550928/ 9789811550935. You may reffer the table below for additional details of the book.


SKU: 1cd73be1e256 Category: Tags: ,



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


Springer; 1st edition










9811550921; 981155093X


9789811550928/ 9789811550935

Book Description

An overview of recent developments in artificial intelligence and neural networks may be found in the document “Progresses in Artificial Intelligence and Neural Systems,” which is available in portable document format (PDF). Modeling, prediction, and recognition are three areas in which artificial intelligence (AI) techniques have shown to be particularly effective in assisting human–machine interaction.

In the meantime, the problem of emotion has garnered more consideration as a result of its usefulness in achieving human-like interaction with robots. This is because of the fact that emotion is a fundamental part of human experience. The precise issue is how to derive benefit from the emotional characterization of the interactions between people in order to make the social and emotional credibility of computer systems that interface with those people.

This book examines how and to what degree existing sophisticated computational intelligence tools can support multidisciplinary research on the appropriate system reactions to human sentiments and expressions in interactive scenarios. It is helpful for practitioners and researchers in academia and industry to have access to a resource that discusses the most recent advancements in current analysis, progressive techniques, and future difficulties in AI.

PLEASE TAKE NOTICE That the only component of this offering is the PDF version of the ebook titled “Progresses in Artificial Intelligence and Neural Systems (Smart Innovation; Systems and Technologies Book 184).” There are no access codes contained within.

Table of contents

Table of contents :
Front Matter ….Pages i-xviii
Front Matter ….Pages 1-1
Towards Socially and Emotionally Believable ICT Interfaces (Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero)….Pages 3-7
Front Matter ….Pages 9-9
The Simplification Conspiracy (Bruno Apolloni, Aamna Al Shehhi, Ernesto Damiani)….Pages 11-23
Passengers’ Emotions Recognition to Improve Social Acceptance of Autonomous Driving Vehicles (Jacopo Sini, Antonio Costantino Marceddu, Massimo Violante, Riccardo Dessì)….Pages 25-32
Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation (Giovanni Pepe, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini, Luca Cattani)….Pages 33-43
Emotional Content Comparison in Speech Signal Using Feature Embedding (Stefano Rovetta, Zied Mnasri, Francesco Masulli)….Pages 45-55
Efficient Data Augmentation Using Graph Imputation Neural Networks (Indro Spinelli, Simone Scardapane, Michele Scarpiniti, Aurelio Uncini)….Pages 57-66
Flexible Generative Adversarial Networks with Non-parametric Activation Functions (Eleonora Grassucci, Simone Scardapane, Danilo Comminiello, Aurelio Uncini)….Pages 67-77
Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network (Erik Anzalone, Maurizio Capra, Riccardo Peloso, Maurizio Martina, Guido Masera)….Pages 79-89
Use of Deep Learning for Automatic Detection of Cracks in Tunnels (Vittorio Mazzia, Fred Daneshgaran, Marina Mondin)….Pages 91-101
SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials (Cosimo Ieracitano, Annunziata Paviglianiti, Nadia Mammone, Mario Versaci, Eros Pasero, Francesco Carlo Morabito)….Pages 103-113
Intent Classification in Question-Answering Using LSTM Architectures (Giovanni Di Gennaro, Amedeo Buonanno, Antonio Di Girolamo, Armando Ospedale, Francesco A. N. Palmieri)….Pages 115-124
A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images (A. Mascolini, S. Puzzo, G. Incatasciato, F. Ponzio, E. Ficarra, S. Di Cataldo)….Pages 125-136
An Analysis of Word2Vec for the Italian Language (Giovanni Di Gennaro, Amedeo Buonanno, Antonio Di Girolamo, Armando Ospedale, Francesco A. N. Palmieri, Gianfranco Fedele)….Pages 137-146
On the Role of Time in Learning (Alessandro Betti, Marco Gori)….Pages 147-153
Preliminary Experiments on Thermal Emissivity Adjustment for Face Images (Marcos Faundez-Zanuy, Xavier Font-Aragones, Jiri Mekyska)….Pages 155-161
Psychological Stress Detection by 2D and 3D Facial Image Processing (Livia Lombardi, Federica Marcolin)….Pages 163-173
Unsupervised Geochemical Analysis of the Eruptive Products of Ischia, Vesuvius and Campi Flegrei (Antonietta M. Esposito, Giorgio Alaia, Flora Giudicepietro, Lucia Pappalardo, Massimo D’Antonio)….Pages 175-184
A Novel System for Multi-level Crohn’s Disease Classification and Grading Based on a Multiclass Support Vector Machine (S. Franchini, M. C. Terranova, G. Lo Re, M. Galia, S. Salerno, M. Midiri et al.)….Pages 185-197
Preliminary Study on the Behavioral Traits Obtained from Signatures and Writing Using Deep Learning Algorithms (Xavier Font, Angel Delgado, Marcos Faundez-Zanuy)….Pages 199-206
An Ensemble Based Classification Approach for Persian Sentiment Analysis (Kia Dashtipour, Cosimo Ieracitano, Francesco Carlo Morabito, Ali Raza, Amir Hussain)….Pages 207-215
Insects Image Classification Through Deep Convolutional Neural Networks (Francesco Visalli, Teresa Bonacci, N. Alberto Borghese)….Pages 217-228
Front Matter ….Pages 229-229
A Nonlinear Autoencoder for Kinematic Synergy Extraction from Movement Data Acquired with HTC Vive Trackers (Irio De Feudis, Domenico Buongiorno, Giacomo Donato Cascarano, Antonio Brunetti, Donato Micele, Vitoantonio Bevilacqua)….Pages 231-241
Neural Feature Extraction for the Analysis of Parkinsonian Patient Handwriting (Vincenzo Randazzo, Giansalvo Cirrincione, Annunziata Paviglianiti, Eros Pasero, Francesco Carlo Morabito)….Pages 243-253
Discovering Hierarchical Neural Archetype Sets (Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda)….Pages 255-267
1-D Convolutional Neural Network for ECG Arrhythmia Classification (Jacopo Ferretti, Vincenzo Randazzo, Giansalvo Cirrincione, Eros Pasero)….Pages 269-279
Understanding Abstraction in Deep CNN: An Application on Facial Emotion Recognition (Francesca Nonis, Pietro Barbiero, Giansalvo Cirrincione, Elena Carlotta Olivetti, Federica Marcolin, Enrico Vezzetti)….Pages 281-290
Front Matter ….Pages 291-291
Exploration and Exploitation in Optimizing a Basic Financial Trading System: A Comparison Between FA and PSO Algorithms (Claudio Pizzi, Irene Bitto, Marco Corazza)….Pages 293-303
SDOWA: A New OWA Operator for Decision Making (Marta Cardin, Silvio Giove)….Pages 305-315
A Fuzzy Approach to Long-Term Care Benefit Eligibility; an Italian Case-Study (Ludovico Carrino, Silvio Giove)….Pages 317-329
On Fuzzy Confirmation Measures of Fuzzy Association Rules (Emilio Celotto, Andrea Ellero, Paola Ferretti)….Pages 331-341
Q-Learning-Based Financial Trading: Some Results and Comparisons (Marco Corazza)….Pages 343-355
Financial Literacy and Generation Y: Relationships Between Instruction Level and Financial Choices (Iuliana Bitca, Andrea Ellero, Paola Ferretti)….Pages 357-367
Front Matter ….Pages 369-369
A CNN Approach for Audio Classification in Construction Sites (Alessandro Maccagno, Andrea Mastropietro, Umberto Mazziotta, Michele Scarpiniti, Yong-Cheol Lee, Aurelio Uncini)….Pages 371-381
Fault Detection in a Blower by Machine Learning-Based Vibrational Analysis (Vincenzo Mariano Scarrica, Francesco Camastra, Gianluca Diodati, Vincenzo Quaranta)….Pages 383-391
Quaternion Widely Linear Forecasting of Air Quality (Michele Scarpiniti, Danilo Comminiello, Federico Muciaccia, Aurelio Uncini)….Pages 393-403
Non-linear PCA Neural Network for EEG Noise Reduction in Brain-Computer Interface (Andrea Cimmino, Angelo Ciaramella, Giovanni Dezio, Pasquale Junior Salma)….Pages 405-413
Spam Detection by Machine Learning-Based Content Analysis (Daniele Davino, Francesco Camastra, Angelo Ciaramella, Antonino Staiano)….Pages 415-422
A Multimodal Deep Network for the Reconstruction of T2W MR Images (Antonio Falvo, Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, Aurelio Uncini)….Pages 423-431
Front Matter ….Pages 433-433
Facial Emotion Recognition Skills and Measures in Children and Adolescents with Attention Deficit Hyperactivity Disorder (ADHD) (Aliki Economides, Yiannis Laouris, Massimiliano Conson, Anna Esposito)….Pages 435-475
The Effect of Facial Expressions on Interpersonal Space: A Gender Study in Immersive Virtual Reality (Mariachiara Rapuano, Filomena Leonela Sbordone, Luigi Oreste Borrelli, Gennaro Ruggiero, Tina Iachini)….Pages 477-486
Signals of Threat in Persons Exposed to Natural Disasters (Massimiliano Conson, Isa Zappullo, Chiara Baiano, Laura Sagliano, Carmela Finelli, Gennaro Raimo et al.)….Pages 487-494
Adults Responses to Infant Faces and Cries: Consistency Between Explicit and Implicit Measures (Vincenzo Paolo Senese, Carla Nasti, Mario Pezzella, Roberto Marcone, Massimiliano Conson)….Pages 495-503
The Influence of Systemizing, Empathizing and Autistic Traits on Visuospatial Abilities (Massimiliano Conson, Chiara Baiano, Isa Zappullo, Monica Positano, Gennaro Raimo, Carmela Finelli et al.)….Pages 505-511
Investigating Perceptions of Social Intelligence in Simulated Human-Chatbot Interactions (Natascha Mariacher, Stephan Schlögl, Alexander Monz)….Pages 513-529
Linguistic Evidence of Ageing in the Pratchett Canon (Carl Vogel)….Pages 531-541
M-MS: A Multi-Modal Synchrony Dataset to Explore Dyadic Interaction in ASD (Gabriele Calabrò, Andrea Bizzego, Stefano Cainelli, Cesare Furlanello, Paola Venuti)….Pages 543-553
Computational Methods for the Assessment of Empathic Synchrony (Andrea Bizzego, Giulio Gabrieli, Atiqah Azhari, Peipei Setoh, Gianluca Esposito)….Pages 555-564
The Structuring of the Self Through Relational Patterns of Movement Using Data from the Microsoft Kinect 2 to Study Baby-Caregiver Interaction (Alfonso Davide Di Sarno, Teresa Longobardi, Enrico Moretto, Giuseppina Di Leva, Irene Fabbricino, Lucia Luciana Mosca et al.)….Pages 565-574
eLORETA Active Source Reconstruction Applied to HD-EEG in Alzheimer’s Disease (Serena Dattola, Giuseppina Inuso, Nadia Mammone, Lilla Bonanno, Simona De Salvo, Francesco Carlo Morabito et al.)….Pages 575-583
The Nodes of Treatment: A Pilot Study of the Patient-Therapist Relationship Through the Theory of Complex Systems (Raffaele Sperandeo, Lucia Luciana Mosca, Anastasiya Galchenko, Enrico Moretto, Alfonso Davide Di Sarno, Teresa Longobardi et al.)….Pages 585-593
Modal Structure and Altered States of Consciousness (Nelson Mauro Maldonato, Mario Bottone, Benedetta Muzii, Donatella di Corrado, Raffaele Sperandeo, Simone D’Andrea et al.)….Pages 595-605
The Desiring Algorithm. The Sex Appeal of the Inorganic (Nelson Mauro Maldonato, Paolo Valerio, Mario Bottone, Raffaele Sperandeo, Cristiano Scandurra, Ciro Punzo et al.)….Pages 607-613

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