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Neural Approaches to Dynamics of Signal Exchanges 2020
- Anna Esposito, Marcos Faúndez-Zanuy
, Francesco Carlo Morabito, Eros Pasero:
Neural Approaches to Dynamics of Signal Exchanges. Smart Innovation, Systems and Technologies 151, Springer 2020, ISBN 978-981-13-8949-8
Introduction
- Anna Esposito
Some Note on Artificial Intelligence. 3-8
Neural Networks and Related Applications
- Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Aurelio Uncini:
Music Genre Classification Using Stacked Auto-Encoders. 11-19 - Pasquale Coscia
Linear Artificial Forces for Human Dynamics in Complex Contexts. 21-33 - Fabio Vesperini, Luca Romeo
Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection. 35-46 - Francesco Camastra
Italian Text Categorization with Lemmatization and Support Vector Machines. 47-54 - Antonietta Maria Esposito, Andrea De Bernardo, Salvatore Ferrara, Flora Giudicepietro, Lucia Pappalardo
SOM-Based Analysis of Volcanic Rocks: An Application to Somma-Vesuvius and Campi Flegrei Volcanoes (Italy). 55-60 - Cosimo Ieracitano
Toward an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach. 61-72 - Luca Barzanti, Silvio Giove, Alessandro Pezzi:
An Effective Fuzzy Recommender System for Fund-raising Management. 73-82 - Gianpaolo Francesco Trotta, Sergio Mazzola
Reconstruction, Optimization and Quality Check of Microsoft HoloLens-Acquired 3D Point Clouds. 83-93 - Stefano Rovetta
The "Probabilistic Rand Index": A Look from Some Different Perspectives. 95-105 - Federico Cozza, Paola Galdi, Angela Serra, Gabriele Pasqua, Luigi Pavone
Dimension Reduction Techniques in a Brain-Computer Interface Application. 107-118 - Angelo Ciaramella
Blind Source Separation Using Dictionary Learning in Wireless Sensor Network Scenario. 119-131 - Valerio Morfino
A Comparison of Apache Spark Supervised Machine Learning Algorithms for DNA Splicing Site Prediction. 133-143 - Leonardo Nadali, Marco Corazza, Francesca Parpinel, Claudio Pizzi:
Recurrent ANNs for Failure Predictions on Large Datasets of Italian SMEs. 145-155 - Pietro Russo, Massimo Panella
Inverse Classification for Military Decision Support Systems. 157-166 - Luca Cermenati, Dario Malchiodi, Anna Maria Zanaboni:
Simultaneous Learning of Fuzzy Sets. 167-175 - Alessandro Betti, Marco Gori:
Trees in the Real Field. 177-187 - Alessio Ferone, Antonio Maratea:
Graded Possibilistic Meta Clustering. 189-199 - Francesco A. N. Palmieri
Probing a Deep Neural Network. 201-211 - Pietro Barbiero
Neural Epistemology in Dynamical System Learning. 213-221 - Gabriele Ciravegna
Assessing Discriminating Capability of Geometrical Descriptors for 3D Face Recognition by Using the GH-EXIN Neural Network. 223-233 - Giansalvo Cirrincione
Growing Curvilinear Component Analysis (GCCA) for Stator Fault Detection in Induction Machines. 235-244
Neural Networks and Pattern Recognition in Medicine
- Giansalvo Cirrincione
A Neural Based Comparative Analysis for Feature Extraction from ECG Signals. 247-256 - Giacomo Donato Cascarano, Antonio Brunetti
A Multi-modal Tool Suite for Parkinson's Disease Evaluation and Grading. 257-268 - Leonardo Rundo
CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study. 269-280 - Pietro Barbiero
Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain. 281-290 - Changhee Han, Leonardo Rundo
Infinite Brain MR Images: PGGAN-Based Data Augmentation for Tumor Detection. 291-303 - Pietro Barbiero
DNA Microarray Classification: Evolutionary Optimization of Neural Network Hyper-parameters. 305-311 - Silvia Franchini
Evaluation of a Support Vector Machine Based Method for Crohn's Disease Classification. 313-327
Dynamics of Signal Exchanges
- Anna Esposito
Seniors' Appreciation of Humanoid Robots. 331-345 - Vincenzo Paolo Senese, Aniello Pascale, Luigi Maffei, Federico Cioffi, Ida Sergi, Augusto Gnisci, Massimiliano Masullo:
The Influence of Personality Traits on the Measure of Restorativeness in an Urban Park: A Multisensory Immersive Virtual Reality Study. 347-357 - Justine Reverdy, Maria Koutsombogera
Linguistic Repetition in Three-Party Conversations. 359-370 - Ida Sergi, Augusto Gnisci, Vincenzo Paolo Senese, Angelo Di Gennaro:
An Experiment on How Naïve People Evaluate Interruptions as Effective, Unpleasant and Influential. 371-382 - Carl Vogel
Analyzing Likert Scale Inter-annotator Disagreement. 383-393 - Giulio Gabrieli
PySiology: A Python Package for Physiological Feature Extraction. 395-402 - Serena Dattola
Effect of Sensor Density on eLORETA Source Localization Accuracy. 403-414 - Alfonso Davide Di Sarno, Raffaele Sperandeo
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. 415-429 - Andrés Gómez-Rodellar
Performance of Articulation Kinetic Distributions Vs MFCCs in Parkinson's Detection from Vowel Utterances. 431-441 - Daniela Iennaco, Raffaele Sperandeo
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. 443-452 - Carlos Alonso-Martinez
Online Handwriting and Signature Normalization and Fusion in a Biometric Security Application. 453-463 - Xavi Font, Carles Paul
Data Insights and Classification in Multi-sensor Database for Cervical Injury. 465-474 - Nadia Mammone, Simona De Salvo, Silvia Marino, Lilla Bonanno, Cosimo Ieracitano
Estimating the Asymmetry of Brain Network Organization in Stroke Patients from High-Density EEG Signals. 475-483 - Josep Lopez-Xarbau, Marcos Faúndez-Zanuy
Preliminary Study on Biometric Recognition Based on Drawing Tasks. 485-494 - Mauro N. Maldonato, Raffaele Sperandeo
Exploring the Relationship Between Attention and Awareness. Neurophenomenology of the Centroencephalic Space of Functional Integration. 495-501 - Silvia Dell'Orco, Raffaele Sperandeo
Decision-Making Styles in an Evolutionary Perspective. 503-512 - Mauro N. Maldonato, Paolo Valerio
The Unaware Brain: The Role of the Interconnected Modal Matrices in the Centrencephalic Space of Functional Integration. 513-521
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