Progresses in Artificial Intelligence and Neural Systems

Table of Contents

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   Book Overview
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   Chapter 1 Towards Socially and Emotionally Believable ICT Interfaces
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   Chapter 2 The Simplification Conspiracy
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   Chapter 3 Passengers’ Emotions Recognition to Improve Social Acceptance of Autonomous Driving Vehicles
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   Chapter 4 Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation
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   Chapter 5 Emotional Content Comparison in Speech Signal Using Feature Embedding
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   Chapter 6 Efficient Data Augmentation Using Graph Imputation Neural Networks
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   Chapter 7 Flexible Generative Adversarial Networks with Non-parametric Activation Functions
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   Chapter 8 Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network
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    Chapter 9 Use of Deep Learning for Automatic Detection of Cracks in Tunnels
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    Chapter 10 SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials
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    Chapter 11 Intent Classification in Question-Answering Using LSTM Architectures
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    Chapter 12 A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images
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    Chapter 13 An Analysis of Word2Vec for the Italian Language
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    Chapter 14 On the Role of Time in Learning
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    Chapter 15 Preliminary Experiments on Thermal Emissivity Adjustment for Face Images
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    Chapter 16 Psychological Stress Detection by 2D and 3D Facial Image Processing
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    Chapter 17 Unsupervised Geochemical Analysis of the Eruptive Products of Ischia, Vesuvius and Campi Flegrei
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    Chapter 18 A Novel System for Multi-level Crohn’s Disease Classification and Grading Based on a Multiclass Support Vector Machine
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    Chapter 19 Preliminary Study on the Behavioral Traits Obtained from Signatures and Writing Using Deep Learning Algorithms
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    Chapter 20 An Ensemble Based Classification Approach for Persian Sentiment Analysis
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    Chapter 21 Insects Image Classification Through Deep Convolutional Neural Networks
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    Chapter 22 A Nonlinear Autoencoder for Kinematic Synergy Extraction from Movement Data Acquired with HTC Vive Trackers
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    Chapter 23 Neural Feature Extraction for the Analysis of Parkinsonian Patient Handwriting
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    Chapter 24 Discovering Hierarchical Neural Archetype Sets
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    Chapter 25 1-D Convolutional Neural Network for ECG Arrhythmia Classification
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    Chapter 26 Understanding Abstraction in Deep CNN: An Application on Facial Emotion Recognition
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    Chapter 27 Exploration and Exploitation in Optimizing a Basic Financial Trading System: A Comparison Between FA and PSO Algorithms
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    Chapter 28 SDOWA: A New OWA Operator for Decision Making
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    Chapter 29 A Fuzzy Approach to Long-Term Care Benefit Eligibility; an Italian Case-Study
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    Chapter 30 On Fuzzy Confirmation Measures of Fuzzy Association Rules
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    Chapter 31 Q-Learning-Based Financial Trading: Some Results and Comparisons
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    Chapter 32 Financial Literacy and Generation Y: Relationships Between Instruction Level and Financial Choices
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    Chapter 33 A CNN Approach for Audio Classification in Construction Sites
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    Chapter 34 Fault Detection in a Blower by Machine Learning-Based Vibrational Analysis
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    Chapter 35 Quaternion Widely Linear Forecasting of Air Quality
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    Chapter 36 Non-linear PCA Neural Network for EEG Noise Reduction in Brain-Computer Interface
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    Chapter 37 Spam Detection by Machine Learning-Based Content Analysis
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    Chapter 38 A Multimodal Deep Network for the Reconstruction of T2W MR Images
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    Chapter 39 Facial Emotion Recognition Skills and Measures in Children and Adolescents with Attention Deficit Hyperactivity Disorder (ADHD)
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    Chapter 40 The Effect of Facial Expressions on Interpersonal Space: A Gender Study in Immersive Virtual Reality
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    Chapter 41 Signals of Threat in Persons Exposed to Natural Disasters
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    Chapter 42 Adults Responses to Infant Faces and Cries: Consistency Between Explicit and Implicit Measures
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    Chapter 43 The Influence of Systemizing, Empathizing and Autistic Traits on Visuospatial Abilities
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    Chapter 44 Investigating Perceptions of Social Intelligence in Simulated Human-Chatbot Interactions
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    Chapter 45 Linguistic Evidence of Ageing in the Pratchett Canon
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    Chapter 46 M-MS: A Multi-Modal Synchrony Dataset to Explore Dyadic Interaction in ASD
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    Chapter 47 Computational Methods for the Assessment of Empathic Synchrony
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    Chapter 48 The Structuring of the Self Through Relational Patterns of Movement Using Data from the Microsoft Kinect 2 to Study Baby-Caregiver Interaction
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    Chapter 49 eLORETA Active Source Reconstruction Applied to HD-EEG in Alzheimer’s Disease
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    Chapter 50 The Nodes of Treatment: A Pilot Study of the Patient-Therapist Relationship Through the Theory of Complex Systems
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    Chapter 51 Modal Structure and Altered States of Consciousness
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    Chapter 52 The Desiring Algorithm. The Sex Appeal of the Inorganic