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Advances in Neural Networks

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Cover of 'Advances in Neural Networks'

Table of Contents

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    Book Overview
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    Chapter 1 Some Notes on Computational and Theoretical Issues in Artificial Intelligence and Machine Learning
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    Chapter 2 Semi-automatic Brain Lesion Segmentation in Gamma Knife Treatments Using an Unsupervised Fuzzy C-Means Clustering Technique
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    Chapter 3 Machine Learning Based Data Mining for Milky Way Filamentary Structures Reconstruction
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    Chapter 4 3-D Hand Pose Estimation from Kinect’s Point Cloud Using Appearance Matching
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    Chapter 5 Frequency-Domain Adaptive Filtering in Hypercomplex Systems
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    Chapter 6 Bayesian Clustering on Images with Factor Graphs in Reduced Normal Form
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    Chapter 7 Selection of Negative Examples for Node Label Prediction Through Fuzzy Clustering Techniques
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    Chapter 8 Recent Advances on Distributed Unsupervised Learning
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    Chapter 9 A Rule Based Recommender System
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    Chapter 10 Learning from Nowhere
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    Chapter 11 Model Complexity Control in Clustering
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    Chapter 12 Using Neural Networks for the Recognition of Specific Motion Symptoms of the Parkinson’s Disease
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    Chapter 13 Benchmarking Functional Link Expansions for Audio Classification Tasks
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    Chapter 14 A Comparison of Consensus Strategies for Distributed Learning of Random Vector Functional-Link Networks
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    Chapter 15 Spatial-Temporal Entangled Sparse Distributed Storage (STE-SDS) and Sparse Distributed Code (SDC) in the Systolic Hebb Agnostic Resonance Perceptron (SHARP) Proposed as Hypothetical Model Linking Mini and Macro-Column Scale Functionality in the Cerebral Cortex
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    Chapter 16 Łukasiewicz Equivalent Neural Networks
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    Chapter 17 A Bayesian-Based Neural Network Model for Solar Photovoltaic Power Forecasting
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    Chapter 18 Strict Pyramidal Deep Architectures for Person Re-identification
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    Chapter 19 A Pilot Study on the Decoding of Dynamic Emotional Expressions in Major Depressive Disorder
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    Chapter 20 Advances in a Multimodal Approach for Dysphagia Analysis Based on Automatic Voice Analysis
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    Chapter 21 Improving Functional Link Neural Network Learning Scheme for Mammographic Classification
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    Chapter 22 Quantifying the Complexity of Epileptic EEG
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    Chapter 23 What Relatives and Caregivers of Children with Type 1 Diabetes Talk About: Preliminary Results from a Computerized Text Analysis of Messages Posted on the Italian Facebook Diabetes Group
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    Chapter 24 A New ICT Based Model for Wellness and Health Care
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    Chapter 25 The Implicit and Explicit Attitudes Predict Electoral Decision-Making in 2008 Italian Political Campaign
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    Chapter 26 Internet Dependence in High School Student
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    Chapter 27 Universal Matched-Filter Template Versus Individualized Template for Single Trial Detection of Movement Intentions of Different Tasks
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    Chapter 28 Sparse fNIRS Feature Estimation via Unsupervised Learning for Mental Workload Classification
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    Chapter 29 Analyzing Correlations Between Personality Disorders and Frontal Functions: A Pilot Study
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    Chapter 30 Processing Bio-medical Data with Class-Dependent Feature Selection
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    Chapter 31 LQR Based Training of Adaptive Neuro-Fuzzy Controller
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    Chapter 32 Structured Versus Shuffled Connectivity in Cortical Dynamics
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    Chapter 33 Machine Learning Techniques for the Estimation of Particle Size Distribution in Industrial Plants
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    Chapter 34 Combining Multiple Neural Networks to Predict Bronze Alloy Elemental Composition
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    Chapter 35 Neuro-Fuzzy Techniques and Industry: Acceptability, Advantages and Perspectives
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    Chapter 36 The Importance of Variable Selection for Neural Networks-Based Classification in an Industrial Context
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    Chapter 37 Non Linear Time Series Analysis of Air Pollutants with Missing Data
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    Chapter 38 Making Intelligent the Embedded Systems Through Cognitive Outlier and Fault Detection
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    Chapter 39 A Study on the Moral Implications of Human Disgust-Related Emotions Detected Using EEG-Based BCI Devices
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    Chapter 40 Learning Hardware Friendly Classifiers Through Algorithmic Risk Minimization
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    Chapter 41 A Hidden Markov Model-Based Approach to Grasping Hand Gestures Classification
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    Chapter 42 A Low Cost ECG Biometry System Based on an Ensemble of Support Vector Machine Classifiers
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    Chapter 43 A Regenerative Approach to Dynamically Design the Forward Kinematics for an Industrial Reconfigurable Anthropomorphic Robotic Arm
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    Chapter 44 An ANN Based Decision Support System Fostering Production Plan Optimization Through Preventive Maintenance Management
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    Chapter 45 Gaussian Beam Optics Model for Multi-emitter Laser Diode Module Configuration Design
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    Chapter 46 Flexible Automated Island for (Dis) Assembly of a Variety of Silicon Solar Cell Geometries for Specialist Solar Products
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    Chapter 47 Analysis of Production Scenario and KPI Calculation: Monitoring and Optimization Logics of White’R Island
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    Chapter 48 Standardization and Green Labelling Procedure Methodology Developed for the Achievement of an Eco-Label for White’R Island
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    Chapter 49 A Novel Hybrid Fuzzy Multi-objective Linear Programming Method of Aggregate Production Planning
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    Chapter 50 A Production Scheduling Algorithm for a Distributed Mini Factories Network Model
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    Chapter 51 A Multi-horizon, Multi-objective Training Planner: Building the Skills for Manufacturing
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    Chapter 52 Use of Laser Scanners in Machine Tools to Implement Freeform Parts Machining and Quality Control
Attention for Chapter 15: Spatial-Temporal Entangled Sparse Distributed Storage (STE-SDS) and Sparse Distributed Code (SDC) in the Systolic Hebb Agnostic Resonance Perceptron (SHARP) Proposed as Hypothetical Model Linking Mini and Macro-Column Scale Functionality in the Cerebral Cortex
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Chapter title
Spatial-Temporal Entangled Sparse Distributed Storage (STE-SDS) and Sparse Distributed Code (SDC) in the Systolic Hebb Agnostic Resonance Perceptron (SHARP) Proposed as Hypothetical Model Linking Mini and Macro-Column Scale Functionality in the Cerebral Cortex
Chapter number 15
Book title
Advances in Neural Networks
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-33747-0_15
Book ISBNs
978-3-31-933746-3, 978-3-31-933747-0
Authors

Luca Marchese, Marchese, Luca

Editors

Simone Bassis, Anna Esposito, Francesco Carlo Morabito, Eros Pasero

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