Progresses in Artificial Intelligence and Neural Systems

References (34)

1. Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79
2. Erik Anzalone, Maurizio Capra, Riccardo Peloso, Maurizio Martina, and Guido Masera Use of Deep Learning for Automatic Detection of Cracks in Tunnels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
3. Vittorio Mazzia, Fred Daneshgaran, and Marina Mondin SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials . . . . . . . . . . . 103
4. Cosimo Ieracitano, Annunziata Paviglianiti, Nadia Mammone, Mario Versaci, Eros Pasero, and Francesco Carlo Morabito Intent Classification in Question-Answering Using LSTM Architectures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115
5. Giovanni Di Gennaro, Amedeo Buonanno, Antonio Di Girolamo, Armando Ospedale, and Francesco A. N. Palmieri A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . 125
6. A. Mascolini, S. Puzzo, G. Incatasciato, F. Ponzio, E. Ficarra, and S. Di Cataldo An Analysis of Word2Vec for the Italian Language . . . . . . . . . . . . . . . . 137
7. Giovanni Di Gennaro, Amedeo Buonanno, Antonio Di Girolamo, Armando Ospedale, Francesco A. N. Palmieri, and Gianfranco Fedele On the Role of Time in Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147 Alessandro Betti and Marco Gori Preliminary Experiments on Thermal Emissivity Adjustment for Face Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155 Marcos Faundez-Zanuy, Xavier Font-Aragones, and Jiri Mekyska Psychological Stress Detection by 2D and 3D Facial Image Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 163
8. Livia Lombardi and Federica Marcolin Unsupervised Geochemical Analysis of the Eruptive Products of Ischia, Vesuvius and Campi Flegrei . . . . . . . . . . . . . . . . . . . . . . . . . . 175
9. Antonietta M. Esposito, Giorgio Alaia, Flora Giudicepietro, Lucia Pappalardo, and Massimo D'Antonio A Novel System for Multi-level Crohn's Disease Classification and Grading Based on a Multiclass Support Vector Machine . . . . . . . . 185
10. S. Franchini, M. C. Terranova, G. Lo Re, M. Galia, S. Salerno, M. Midiri, and S. Vitabile xii Contents Preliminary Study on the Behavioral Traits Obtained from Signatures and Writing Using Deep Learning Algorithms . . . . . . . . . . . . . . . . . . . . 199
11. Xavier Font, Angel Delgado, and Marcos Faundez-Zanuy An Ensemble Based Classification Approach for Persian Sentiment Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207
12. Kia Dashtipour, Cosimo Ieracitano, Francesco Carlo Morabito, Ali Raza, and Amir Hussain Insects Image Classification Through Deep Convolutional Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217
13. Francesco Visalli, Teresa Bonacci, and N. Alberto Borghese Neural Networks and Pattern Recognition in Medicine A Nonlinear Autoencoder for Kinematic Synergy Extraction from Movement Data Acquired with HTC Vive Trackers . . . . . . . . . . . 231
14. Irio De Feudis, Domenico Buongiorno, Giacomo Donato Cascarano, Antonio Brunetti, Donato Micele, and Vitoantonio Bevilacqua Neural Feature Extraction for the Analysis of Parkinsonian Patient Handwriting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243
15. Vincenzo Randazzo, Giansalvo Cirrincione, Annunziata Paviglianiti, Eros Pasero, and Francesco Carlo Morabito Discovering Hierarchical Neural Archetype Sets . . . . . . . . . . . . . . . . . . 255
16. Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, and Alberto Tonda
17. -D Convolutional Neural Network for ECG Arrhythmia Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269
18. Jacopo Ferretti, Vincenzo Randazzo, Giansalvo Cirrincione, and Eros Pasero Understanding Abstraction in Deep CNN: An Application on Facial Emotion Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 281
19. Francesca Nonis, Pietro Barbiero, Giansalvo Cirrincione, Elena Carlotta Olivetti, Federica Marcolin, and Enrico Vezzetti Computational and Methodological Intelligence in Economics and Finance Exploration and Exploitation in Optimizing a Basic Financial Trading System: A Comparison Between FA and PSO Algorithms . . . . . . . . . . . 293
20. Claudio Pizzi, Irene Bitto, and Marco Corazza SDOWA: A New OWA Operator for Decision Making . . . . . . . . . . . . . 305
21. Marta Cardin and Silvio Giove Contents xiii On Fuzzy Confirmation Measures of Fuzzy Association Rules . . . . . . . . 331
22. Emilio Celotto, Andrea Ellero, and Paola Ferretti Q-Learning-Based Financial Trading: Some Results and Comparisons . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 343 Marco Corazza Financial Literacy and Generation Y: Relationships Between Instruction Level and Financial Choices . . . . . . . . . . . . . . . . . . . . . . . . 357
23. Iuliana Bitca, Andrea Ellero, and Paola Ferretti Advanced Smart Multimodal Data Processing-Dedicated to Alfredo Petrosino A CNN Approach for Audio Classification in Construction Sites . . . . . . 371
24. Alessandro Maccagno, Andrea Mastropietro, Umberto Mazziotta, Michele Scarpiniti, Yong-Cheol Lee, and Aurelio Uncini Fault Detection in a Blower by Machine Learning-Based Vibrational Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 383
25. Vincenzo Mariano Scarrica, Francesco Camastra, Gianluca Diodati, and Vincenzo Quaranta Quaternion Widely Linear Forecasting of Air Quality . . . . . . . . . . . . . . 393
26. Michele Scarpiniti, Danilo Comminiello, Federico Muciaccia, and Aurelio Uncini Non-linear PCA Neural Network for EEG Noise Reduction in Brain-Computer Interface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405
27. Andrea Cimmino, Angelo Ciaramella, Giovanni Dezio, and Pasquale Junior Salma Spam Detection by Machine Learning-Based Content Analysis . . . . . . . 415
28. Daniele Davino, Francesco Camastra, Angelo Ciaramella, and Antonino Staiano A Multimodal Deep Network for the Reconstruction of T2W MR Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 423
29. Antonio Falvo, Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, and Aurelio Uncini The Structuring of the Self Through Relational Patterns of Movement Using Data from the Microsoft Kinect 2 to Study Baby-Caregiver Interaction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 565
30. Alfonso Davide Di Sarno, Teresa Longobardi, Enrico Moretto, Giuseppina Di Leva, Irene Fabbricino, Lucia Luciana Mosca, Valeria Cioffi, and Raffaele Sperandeo eLORETA Active Source Reconstruction Applied to HD-EEG in Alzheimer's Disease . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 575
31. Serena Dattola, Giuseppina Inuso, Nadia Mammone, Lilla Bonanno, Simona De Salvo, Francesco Carlo Morabito, and Fabio La Foresta The Nodes of Treatment: A Pilot Study of the Patient-Therapist Relationship Through the Theory of Complex Systems . . . . . . . . . . . . . 585
32. Raffaele Sperandeo, Lucia Luciana Mosca, Anastasiya Galchenko, Enrico Moretto, Alfonso Davide Di Sarno, Teresa Longobardi, Daniela Iennaco, Valeria Cioffi, Anna Esposito, and Nelson Mauro Maldonato Modal Structure and Altered States of Consciousness . . . . . . . . . . . . . . 595
33. Nelson Mauro Maldonato, Mario Bottone, Benedetta Muzii, Donatella di Corrado, Raffaele Sperandeo, Simone D'Andrea, and Anna Esposito The Desiring Algorithm. The Sex Appeal of the Inorganic . . . . . . . . . . 607
34. Nelson Mauro Maldonato, Paolo Valerio, Mario Bottone, Raffaele Sperandeo, Cristiano Scandurra, Ciro Punzo, Benedetta Muzii, Simone D'Andrea, and Anna Eposito