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Multidisciplinary Approaches to Neural Computing [2017]

3
Redefining Information Processing Through Neural Computing Models
11
A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano
23
Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm
39
Integrating QuickBundles into a Model-Guided Approach for Extracting “Anatomically-Coherent” and “Symmetry-Aware” White Matter Fiber-Bundles
47
Accurate Computation of Drude-Lorentz Model Coefficients of Single Negative Magnetic Metamaterials Using a Micro-Genetic Algorithm Approach
57
Effective Blind Source Separation Based on the Adam Algorithm
69
Depth-Based Hand Pose Recognizer Using Learning Vector Quantization
77
Correlation Dimension-Based Recognition of Simple Juggling Movements
85
Cortical Phase Transitions as an Effect of Topology of Neural Network
97
Human Fall Detection by Using an Innovative Floor Acoustic Sensor
109
An Improved Hilbert-Huang Transform for Non-linear and Time-Variant Signals
119
Privacy-Preserving Data Mining for Distributed Medical Scenarios
129
Rule Base Reduction Using Conflicting and Reinforcement Measures
139
An Application of Internet Traffic Prediction with Deep Neural Network
151
Growing Curvilinear Component Analysis (GCCA) for Dimensionality Reduction of Nonstationary Data
161
Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment
173
A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context
181
Advanced Neural Networks Systems for Unbalanced Industrial Datasets
191
Quantum-Inspired Evolutionary Multiobjective Optimization for a Dynamic Production Scheduling Approach
203
A Neural Network-Based Approach for Steam Turbine Monitoring
213
A Predictive Model of Artificial Neural Network for Fuel Consumption in Engine Control System
223
SOM-Based Analysis to Relate Non-uniformities in Magnetic Measurements to Hot Strip Mill Process Conditions
233
Vision-Based Mapping and Micro-localization of Industrial Components in the Fields of Laser Technology
247
Artificial Neural Network Analysis and ERP in Intimate Partner Violence
259
Investigating the Brain Connectivity Evolution in AD and MCI Patients Through the EEG Signals’ Wavelet Coherence
271
On the Classification of EEG Signal by Using an SVM Based Algorithm
279
Preprocessing the EEG of Alzheimer’s Patients to Automatically Remove Artifacts
289
Smell and Meaning: An OERP Study
301
Automatic Detection of Depressive States from Speech
315
Effects of Gender and Luminance Backgrounds on the Recognition of Neutral Facial Expressions
327
Semantic Maps of Twitter Conversations
339
Preliminary Study on Implications of Cursive Handwriting Learning in Schools
345
Italian General Elections of 2006 and 2008: Testing the Direct and Indirect Impact of Implicit and Explicit Attitudes on Voting Behaviour
353
Are the Gambler’s Fallacy or the Hot-Hand Fallacy due to an Erroneous Probability Estimate?
369
When Intuitive Decisions Making, Based on Expertise, May Deliver Better Results than a Rational, Deliberate Approach
379
Artificial Entities or Moral Agents? How AI is Changing Human Evolution
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