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Advances in Neuroergonomics and Cognitive Engineering

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Table of Contents

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    Book Overview
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    Chapter 1 A Comparative Study on Epileptic Seizure Detection Methods
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    Chapter 2 Fractional Order Modeling of Brain Signals
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    Chapter 3 Neural Correlation of Brain Activities and Gaming Using Functional Near-Infrared Spectroscopy and Iowa Gambling Task
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    Chapter 4 Machine Learning Approaches and Neuroimaging in Cognitive Functions of the Human Brain: A Review
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    Chapter 5 Algorithm for Assessing Auditory Images Perception and Verbal Information
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    Chapter 6 A Review on Applications of Soft Computing Techniques in Neuroergonomics During the Last Decade
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    Chapter 7 Quantification of Social Media Influence on Behavior Using Psychophysiological Profiles
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    Chapter 8 Understanding the Cognitive Demands of the Purdue Pegboard Test: An fNIRs Study
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    Chapter 9 Changes in Brain Activity After the Sternberg and Cognitive Judgment Tasks
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    Chapter 10 Fidget Spinners May Decrease Prefrontal Cortex Activity During Cognitively Challenging Fine Motor Tasks
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    Chapter 11 Technological Innovation to Assess Cognitive Functions in Attention Deficit Hyperactivity Disorder
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    Chapter 12 Cognitive Performance Degradation in High School Students as the Response to the Psychophysiological Changes
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    Chapter 13 Mobile Technological Apps to Improve Frontal Lobe Functioning
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    Chapter 14 Effects of Situational Awareness Support System in the Risk of Collision with Multiple Ships
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    Chapter 15 Responsible Brain-System Integration
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    Chapter 16 A Neuroergonomics Approach to Measure Pilot’s Cognitive Incapacitation in the Real World with EEG
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    Chapter 17 Augmenting Traditional Performance Analyses with Eye Tracking Metrics
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    Chapter 18 Analysis of ERP on Drivers in Traffic Accidents by Sudden Vehicle
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    Chapter 19 Human Performance with Complex Technology: How Visual Cognition Is Critical to Enhanced Performance with Aided Target Recognition (AiTR)
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    Chapter 20 Research and Analysis on the Influence Factors of Visual Reaction Time
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    Chapter 21 Developing a tDCS-Enhanced Dual-Task Flight Simulator for Evaluating Learning
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    Chapter 22 Development of a Demonstrator System for Online Measurement of Soldier Cognitive Readiness in Field and in Simulator Environments
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    Chapter 23 Cognitive Task Analysis and Knowledge Elicitation to Inform Medical Workstation Requirements for Long Duration Space Missions
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    Chapter 24 Evaluating Effects of Environmental and Financial-Savings Messaging on Decision-Making Using Electrodermal Activity
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    Chapter 25 Measuring the Effects of Messaging on Consumer Decision-Making Using Functional Near Infrared Spectroscopy
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    Chapter 26 Assessment of Human-Likeness and Anthropomorphism of Robots: A Literature Review
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    Chapter 27 Instrumental and Value Rationality of the Self-regulation Model of Decision-Making
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    Chapter 28 Modeling and Estimation of Physiological, Psychological and Sensory Indicators for Working Capacity
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    Chapter 29 Decision Support and Error Analysis of Difficult Decisions in Clinical Medicine
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    Chapter 30 Prefrontal and Vestibular Cortex Activation During Overground and Treadmill Walking
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    Chapter 31 Detecting Semantic and Non-semantic Images by Elderly Mobile Device Users and Non-users
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    Chapter 32 Changes in Prefrontal Cortex and Skeletal Muscle Metabolism Associated with Muscle Fatigue: An FNIRS Study
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    Chapter 33 An Objective and Quantitative Evaluation of Intermittent Aroma Stimuli on Intellectual Concentration
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    Chapter 34 Research on Design Method of Color Matching in Commanding Cabin Based on Color Perception
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    Chapter 35 Cognitive Dynamics of Gender in Individuals’ Activity Goal Classification and Formation Process, Activity Strategy and Decision Outcome Expectation
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    Chapter 36 Cognitive Modeling and Model-Based Performance Evaluation on Collaborative Decision and Control Task
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    Chapter 37 An Experimental Study of Influence of Post Lunch Brief Nap on Intellectual Concentration
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    Chapter 38 Optimal Experimental Design Methods for Acquiring and Restricting Information to Improve Decision Making
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    Chapter 39 The Effect of Chart Height and Color Saturation and Lightness to Graph Comprehension
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    Chapter 40 Comparing Effect of Active vs. Passive Robotic Interaction on Joint Attention of Children with ASD
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    Chapter 41 Efficient Extreme Learning Machine (ELM) Based Algorithm for Electrocardiogram (ECG) Heartbeat Classification
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    Chapter 42 Investigation of EEG Correlate in NIRS Signal for BCI
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    Chapter 43 Detection of Subject Attention in an Active Environment Through Facial Expressions Using Deep Learning Techniques and Computer Vision
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    Chapter 44 Ergonomic Analysis of Sit - Stand Workstations Installed at University Offices
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    Chapter 45 Evaluation of the Effectiveness of an Interpretive Nutrition Label Format in Improving Healthy Food Discrimination Using Signal Detection Theory
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    Chapter 46 Experts Displayed Better Prediction for Unexpected Basketball Made Shots by Using Ball Clues
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    Chapter 47 An Empirical Study on Organizational Socialization and Its Relationship with Employees’ Age and the Knowledge Management
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    Chapter 48 Effect of Paired Stimuli on Joint Attention of Children with ASD
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    Chapter 49 A Methodology for Integrating Project Based Learning Outcomes and Attributes via Questionnaire
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    Chapter 50 Mathematical Modeling and Optimization of Downdraft Gasifiers Using Artificial Neural Networks (ANN) and Stochastic Programming Techniques
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    Chapter 51 Feature Based Comparative Analysis of Online Malware Scanners (OMS)
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    Chapter 52 Detection and Prevention of a Malicious Activity in Industrial Federated Cloud Computing Paradigm
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    Chapter 53 Cognitive Computing for Human-Machine Interaction: An IBM Watson Implementation
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    Chapter 54 Concept for an Employee-Specific Resource Planning in Manual Assembly
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    Chapter 55 Assessing Differences on Eye Fixations by Attention Levels in an Assembly Environment
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    Chapter 56 Consequences of Emotional Work in Operational Environments of Service Production in Colombia
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    Chapter 57 Multi-level Optimization of Reactive Power Compensation in Industrial Nets with Heuristic Modelling Techniques
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    Chapter 58 A Methodology for Assessment of Thermal Comfort, Ergonomic and Human Factors Effect on Learning Performance in Classroom Environment
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    Chapter 59 Organizational Socialization: An Important Factor for Knowledge Creation in Knowledge Based Industrial Organizations and Enterprises
Attention for Chapter 4: Machine Learning Approaches and Neuroimaging in Cognitive Functions of the Human Brain: A Review
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13 Mendeley
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Chapter title
Machine Learning Approaches and Neuroimaging in Cognitive Functions of the Human Brain: A Review
Chapter number 4
Book title
Advances in Neuroergonomics and Cognitive Engineering
Published by
Springer, Cham, July 2020
DOI 10.1007/978-3-030-51041-1_4
Book ISBNs
978-3-03-051040-4, 978-3-03-051041-1
Authors

Siamak Aram, Denis Kornev, Roozbeh Sadeghian, Saeed Esmaili Sardari, Sagar Kora Venu, Hadis Dashtestani, Amir Gandjbakhche, Aram, Siamak, Kornev, Denis, Sadeghian, Roozbeh, Sardari, Saeed Esmaili, Kora Venu, Sagar, Dashtestani, Hadis, Gandjbakhche, Amir

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 13 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 13 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 5 38%
Student > Doctoral Student 2 15%
Lecturer 1 8%
Student > Bachelor 1 8%
Student > Master 1 8%
Other 0 0%
Unknown 3 23%
Readers by discipline Count As %
Computer Science 3 23%
Engineering 3 23%
Neuroscience 2 15%
Mathematics 1 8%
Unknown 4 31%