Neural Approaches to Dynamics of Signal Exchanges

Front Matter ....Pages i-xxviii
Front Matter ....Pages 1-1
 Some Note on Artificial Intelligence  (Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero)....Pages 3-8
Front Matter ....Pages 9-9
 Music Genre Classification Using Stacked Auto-Encoders  (Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Aurelio Uncini)....Pages 11-19
 Linear Artificial Forces for Human Dynamics in Complex Contexts  (Pasquale Coscia, Lamberto Ballan, Francesco A. N. Palmieri, Alexandre Alahi, Silvio Savarese)....Pages 21-33
 Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection  (Fabio Vesperini, Luca Romeo, Emanuele Principi, Andrea Monteriù, Stefano Squartini)....Pages 35-46
 Italian Text Categorization with Lemmatization and Support Vector Machines  (Francesco Camastra, Gennaro Razi)....Pages 47-54
 SOM-Based Analysis of Volcanic Rocks: An Application to Somma–Vesuvius and Campi Flegrei Volcanoes (Italy)  (Antonietta M. Esposito, Andrea De Bernardo, Salvatore Ferrara, Flora Giudicepietro, Lucia Pappalardo)....Pages 55-60
 Toward an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach  (Cosimo Ieracitano, Fabiola Pantó, Nadia Mammone, Annunziata Paviglianiti, Patrizia Frontera, Francesco Carlo Morabito)....Pages 61-72
 An Effective Fuzzy Recommender System for Fund-raising Management  (Luca Barzanti, Silvio Giove, Alessandro Pezzi)....Pages 73-82
 Reconstruction, Optimization and Quality Check of Microsoft HoloLens-Acquired 3D Point Clouds  (Gianpaolo Francesco Trotta, Sergio Mazzola, Giuseppe Gelardi, Antonio Brunetti, Nicola Marino, Vitoantonio Bevilacqua)....Pages 83-93
 The “Probabilistic Rand Index”: A Look from Some Different Perspectives  (Stefano Rovetta, Francesco Masulli, Alberto Cabri)....Pages 95-105
 Dimension Reduction Techniques in a Brain–Computer Interface Application  (Federico Cozza, Paola Galdi, Angela Serra, Gabriele Pasqua, Luigi Pavone, Roberto Tagliaferri)....Pages 107-118
 Blind Source Separation Using Dictionary Learning in Wireless Sensor Network Scenario  (Angelo Ciaramella, Davide Nardone, Antonino Staiano)....Pages 119-131
 A Comparison of Apache Spark Supervised Machine Learning Algorithms for DNA Splicing Site Prediction  (Valerio Morfino, Salvatore Rampone, Emanuel Weitschek)....Pages 133-143
 Recurrent ANNs for Failure Predictions on Large Datasets of Italian SMEs  (Leonardo Nadali, Marco Corazza, Francesca Parpinel, Claudio Pizzi)....Pages 145-155
 Inverse Classification for Military Decision Support Systems  (Pietro Russo, Massimo Panella)....Pages 157-166
 Simultaneous Learning of Fuzzy Sets  (Luca Cermenati, Dario Malchiodi, Anna Maria Zanaboni)....Pages 167-175
 Trees in the Real Field  (Alessandro Betti, Marco Gori)....Pages 177-187
 Graded Possibilistic Meta Clustering  (Alessio Ferone, Antonio Maratea)....Pages 189-199
 Probing a Deep Neural Network  (Francesco A. N. Palmieri, Mario Baldi, Amedeo Buonanno, Giovanni Di Gennaro, Francesco Ospedale)....Pages 201-211
 Neural Epistemology in Dynamical System Learning  (Pietro Barbiero, Giansalvo Cirrincione, Maurizio Cirrincione, Elio Piccolo, Francesco Vaccarino)....Pages 213-221
 Assessing Discriminating Capability of Geometrical Descriptors for 3D Face Recognition by Using the GH-EXIN Neural Network  (Gabriele Ciravegna, Giansalvo Cirrincione, Federica Marcolin, Pietro Barbiero, Nicole Dagnes, Elio Piccolo)....Pages 223-233
 Growing Curvilinear Component Analysis (GCCA) for Stator Fault Detection in Induction Machines  (Giansalvo Cirrincione, Vincenzo Randazzo, Rahul R. Kumar, Maurizio Cirrincione, Eros Pasero)....Pages 235-244
Front Matter ....Pages 245-245
 A Neural Based Comparative Analysis for Feature Extraction from ECG Signals  (Giansalvo Cirrincione, Vincenzo Randazzo, Eros Pasero)....Pages 247-256
 A Multi-modal Tool Suite for Parkinson’s Disease Evaluation and Grading  (Giacomo Donato Cascarano, Antonio Brunetti, Domenico Buongiorno, Gianpaolo Francesco Trotta, Claudio Loconsole, Ilaria Bortone et al.)....Pages 257-268
 CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study  (Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello et al.)....Pages 269-280
 Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain  (Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo, Alberto Tonda)....Pages 281-290
 Infinite Brain MR Images: PGGAN-Based Data Augmentation for Tumor Detection  (Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama et al.)....Pages 291-303
 DNA Microarray Classification: Evolutionary Optimization of Neural Network Hyper-parameters  (Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo)....Pages 305-311
 Evaluation of a Support Vector Machine Based Method for Crohn’s Disease Classification  (S. Franchini, M. C. Terranova, G. Lo Re, S. Salerno, M. Midiri, Salvatore Vitabile)....Pages 313-327
Front Matter ....Pages 329-329
 Seniors’ Appreciation of Humanoid Robots  (Anna Esposito, Marialucia Cuciniello, Terry Amorese, Antonietta M. Esposito, Alda Troncone, Mauro N. Maldonato et al.)....Pages 331-345
 The Influence of Personality Traits on the Measure of Restorativeness in an Urban Park: A Multisensory Immersive Virtual Reality Study  (Vincenzo Paolo Senese, Aniello Pascale, Luigi Maffei, Federico Cioffi, Ida Sergi, Augusto Gnisci et al.)....Pages 347-357
 Linguistic Repetition in Three-Party Conversations  (Justine Reverdy, Maria Koutsombogera, Carl Vogel)....Pages 359-370
 An Experiment on How Naïve People Evaluate Interruptions as Effective, Unpleasant and Influential  (Ida Sergi, Augusto Gnisci, Vincenzo Paolo Senese, Angelo Di Gennaro)....Pages 371-382
 Analyzing Likert Scale Inter-annotator Disagreement  (Carl Vogel, Maria Koutsombogera, Rachel Costello)....Pages 383-393
 PySiology: A Python Package for Physiological Feature Extraction  (Giulio Gabrieli, Atiqah Azhari, Gianluca Esposito)....Pages 395-402
 Effect of Sensor Density on eLORETA Source Localization Accuracy  (Serena Dattola, Fabio La Foresta, Lilla Bonanno, Simona De Salvo, Nadia Mammone, Silvia Marino et al.)....Pages 403-414
 To the Roots of the Sense of Self: Proposals for a Study on the Emergence of Body Awareness in Early Infancy Through a Deep Learning Method  (Alfonso Davide Di Sarno, Raffaele Sperandeo, Giuseppina Di Leva, Irene Fabbricino, Enrico Moretto, Silvia Dell’Orco et al.)....Pages 415-429
 Performance of Articulation Kinetic Distributions Vs MFCCs in Parkinson’s Detection from Vowel Utterances  (Andrés Gómez-Rodellar, Agustín Álvarez-Marquina, Jiri Mekyska, Daniel Palacios-Alonso, Djamila Meghraoui, Pedro Gómez-Vilda)....Pages 431-441
 From “Mind and Body” to “Mind in Body”: A Research Approach for a Description of Personality as a Functional Unit of Thoughts, Behaviours and Affective States  (Daniela Iennaco, Raffaele Sperandeo, Lucia Luciana Mosca, Martina Messina, Enrico Moretto, Valeria Cioffi et al.)....Pages 443-452
 Online Handwriting and Signature Normalization and Fusion in a Biometric Security Application  (Carlos Alonso-Martinez, Marcos Faundez-Zanuy)....Pages 453-463
 Data Insights and Classification in Multi-sensor Database for Cervical Injury  (Xavi Font, Carles Paul, Eloi Rodriguez)....Pages 465-474
 Estimating the Asymmetry of Brain Network Organization in Stroke Patients from High-Density EEG Signals  (Nadia Mammone, Simona De Salvo, Silvia Marino, Lilla Bonanno, Cosimo Ieracitano, Serena Dattola et al.)....Pages 475-483
 Preliminary Study on Biometric Recognition Based on Drawing Tasks  (Josep Lopez-Xarbau, Marcos Faundez-Zanuy, Manuel Garnacho-Castaño)....Pages 485-494
 Exploring the Relationship Between Attention and Awareness. Neurophenomenology of the Centroencephalic Space of Functional Integration  (Mauro N. Maldonato, Raffaele Sperandeo, Anna Esposito, Ciro Punzo, Silvia Dell’Orco)....Pages 495-501
 Decision-Making Styles in an Evolutionary Perspective  (Silvia Dell’Orco, Raffaele Sperandeo, Ciro Punzo, Mario Bottone, Anna Esposito, Antonietta M. Esposito et al.)....Pages 503-512
 The Unaware Brain: The Role of the Interconnected Modal Matrices in the Centrencephalic Space of Functional Integration  (Mauro N. Maldonato, Paolo Valerio, Raffaele Sperandeo, Antonietta M. Esposito, Roberto Vitelli, Cristiano Scandurra et al.)....Pages 513-521
Back Matter ....Pages 523-525