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
