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Recent Advances of Neural Network Models and Applications

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Cover of 'Recent Advances of Neural Network Models and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Identifying Emergent Dynamical Structures in Network Models
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    Chapter 2 Experimental Guidelines for Semantic-Based Regularization
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    Chapter 3 A Preliminary Study on Transductive Extreme Learning Machines
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    Chapter 4 Avoiding the Cluster Hypothesis in SV Classification of Partially Labeled Data
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    Chapter 5 Learning Capabilities of ELM-Trained Time-Varying Neural Networks
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    Chapter 6 A Quality-Driven Ensemble Approach to Automatic Model Selection in Clustering
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    Chapter 7 An Adaptive Reference Point Approach to Efficiently Search Large Chemical Databases
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    Chapter 8 A Methodological Proposal for an Evolutionary Approach to Parameter Inference in MURAME-Based Problems
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    Chapter 9 Genetic Art in Perspective
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    Chapter 10 Proportionate Algorithms for Blind Source Separation
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    Chapter 11 Pupillometric Study of the Dysregulation of the Autonomous Nervous System by SVM Networks
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    Chapter 12 A Memristor Circuit Using Basic Elements with Memory Capability
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    Chapter 13 Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network
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    Chapter 14 Predictive Analysis of the Seismicity Level at Campi Flegrei Volcano Using a Data-Driven Approach
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    Chapter 15 Robot Localization by Echo State Networks Using RSS
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    Chapter 16 An Object Based Analysis Applied to Very High Resolution Remote Sensing Data for the Change Detection of Soil Sealing at Urban Scale
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    Chapter 17 EEG Complexity Modifications and Altered Compressibility in Mild Cognitive Impairment and Alzheimer’s Disease
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    Chapter 18 Smart Home Task and Energy Resource Scheduling Based on Nonlinear Programming
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    Chapter 19 Data Fusion Using a Factor Graph for Ship Tracking in Harbour Scenarios
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    Chapter 20 Reinforcement Learning for Automated Financial Trading: Basics and Applications
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    Chapter 21 A Collaborative Filtering Recommender Exploiting a SOM Network
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    Chapter 22 SVM Tree for Personalized Transductive Learning in Bioinformatics Classification Problems
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    Chapter 23 Multi-Country Mortality Analysis Using Self Organizing Maps
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    Chapter 24 A Fuzzy Decision Support System for the Environmental Risk Assessment of Genetically Modified Organisms
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    Chapter 25 Adaptive Neuro-Fuzzy Inference Systems vs. Stochastic Models for Mortality Data
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    Chapter 26 Recent Approaches in Handwriting Recognition with Markovian Modelling and Recurrent Neural Networks
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    Chapter 27 Do Relationships Exist between Brain-Hand Language and Daily Function Characteristics of Children with a Hidden Disability?
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    Chapter 28 Corpus Linguistics and the Appraisal Framework for Retrieving Emotion and Stance – The Case of Samsung’s and Apple’s Facebook Pages
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    Chapter 29 Which Avatars Comfort Children?
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    Chapter 30 The Effects of Hand Gestures on Psychosocial Perception: A Preliminary Study
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    Chapter 31 The Influence of Positive and Negative Emotions on Physiological Responses and Memory Task Scores
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    Chapter 32 Mood Effects on the Decoding of Emotional Voices
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    Chapter 33 The Ascending Reticular Activating System
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    Chapter 34 Conversational Entrainment in the Use of Discourse Markers
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    Chapter 35 Language and Gender Effect in Decoding Emotional Information: A Study on Lithuanian Subjects
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    Chapter 36 Preliminary Experiments on Automatic Gender Recognition Based on Online Capital Letters
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    Chapter 37 End-User Design of Emotion-Adaptive Dialogue Strategies for Therapeutic Purposes
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    Chapter 38 Modulation of Cognitive Goals and Sensorimotor Actions in Face-to-Face Communication by Emotional States: The Action-Based Approach
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    Chapter 39 Investigating the Form-Function-Relation of the Discourse Particle “hm” in a Naturalistic Human-Computer Interaction
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    Chapter 40 Intended and Unintended Offence
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    Chapter 41 Conceptual Spaces for Emotion Identification and Alignment
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    Chapter 42 Emotions and Moral Judgment: A Multimodal Analysis
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    Chapter 43 Contextual Information and Reappraisal of Negative Emotional Events
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    Chapter 44 Deciding with (or without) the Future in Mind: Individual Differences in Decision-Making
Attention for Chapter 38: Modulation of Cognitive Goals and Sensorimotor Actions in Face-to-Face Communication by Emotional States: The Action-Based Approach
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Chapter title
Modulation of Cognitive Goals and Sensorimotor Actions in Face-to-Face Communication by Emotional States: The Action-Based Approach
Chapter number 38
Book title
Recent Advances of Neural Network Models and Applications
Published by
Springer, Cham, January 2014
DOI 10.1007/978-3-319-04129-2_38
Book ISBNs
978-3-31-904128-5, 978-3-31-904129-2

Bernd J. Kröger

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 4 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 4 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 25%
Student > Ph. D. Student 1 25%
Researcher 1 25%
Lecturer 1 25%
Readers by discipline Count As %
Arts and Humanities 1 25%
Computer Science 1 25%
Psychology 1 25%
Neuroscience 1 25%