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Advances in simulation and digital human modeling : proceedings of the AHFE 2021 virtual conferences on human factors and simulation, and digital human modeling and applied optimization, July 25-29, 2021, USA / / Julia L. Wright [and three others], editors
| Advances in simulation and digital human modeling : proceedings of the AHFE 2021 virtual conferences on human factors and simulation, and digital human modeling and applied optimization, July 25-29, 2021, USA / / Julia L. Wright [and three others], editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer International Publishing, , [2021] |
| Descrizione fisica | 1 online resource (399 pages) |
| Disciplina | 621.367 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Optical data processing
Computational intelligence - Simulation methods Simulació per ordinador Processament òptic de dades Intel·ligència computacional |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-030-79763-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Advances in Human Factors and Ergonomics 2021 -- Preface -- Contents -- Modeling and Simulation for Human-Human and Human-Agent Teaming -- Human-Autonomy Teaming with Learning Capable Agents: Performance and Workload Outcomes -- 1 Introduction -- 2 Background -- 2.1 AI/ML -- 2.2 Transparency -- 2.3 Workload -- 3 Current Study -- 4 Methods -- 4.1 Participants -- 4.2 Equipment/Simulator -- 4.3 Study Design -- 4.4 Dependent Measures -- 4.5 Procedure -- 5 Results -- 5.1 Correct Classifications -- 5.2 Response Times -- 5.3 Workload -- 6 Discussion -- References -- Examining Vigilance in a Simulated Unmanned Aircraft System (UAS) Monitoring Task -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Quantifying Survivability via Measurement of Bodily Exposure During Simulated Combat Engagements -- 1 Introduction -- 2 Methods -- 2.1 Measures and Materials -- 2.2 Participants -- 2.3 Test Configurations -- 3 Procedures -- 3.1 Laboratory Validation -- 3.2 Field Demonstration -- 4 Data Processing and Analysis -- 4.1 Image Processing Algorithms -- 4.2 Statistical Analyses -- 5 Results -- 5.1 Laboratory Validation -- 5.2 Field Demonstration -- 6 Discussion -- References -- A User Interface Prototyping Tool for Exploring Supervisory Control of Automation During Event-Paced Scenarios -- 1 Introduction -- 2 Approach -- 3 Event-Paced Scenario Test Plan -- 4 Test Administration -- 5 Analysis -- 6 Results -- 7 Standing Orders Reporting -- 8 Administrator Observations -- 9 Situation Awareness Questions -- 10 Conclusions -- References -- Visualizing Team Trust and Cohesion -- Exploiting Interdependence in Autonomous Human-Machine Systems to Avoid Disaggregation and Vulnerability -- 1 Introduction -- 2 Research Findings -- 3 Future Research Activities -- References.
Visualizing Human-Autonomy Team Dynamics Through the Development of a Global After-Action Review Technology -- 1 Introduction -- 1.1 After-Action Reviews -- 1.2 AARs for Manned-Unmanned Teaming -- 1.3 GAART -- 2 Background: Appropriate Visualization Techniques -- 3 GAART Visualization -- 3.1 Mobility and Maneuver Visualization -- 3.2 Key Metrics Visualization -- 3.3 Autonomy Performance Visualization -- 3.4 Interactive Capabilities of the Technology -- 4 Conclusion -- References -- Development of a Neural Network Algorithm to Detect Soldier Load from Environmental Speech -- 1 Introduction -- 2 Background -- 2.1 Models of Speech Emotion Recognition (SER) -- 3 A 3-D CRNN (LSTM) Model -- 4 Method -- 4.1 Field Exercise -- 4.2 Speech Input -- 5 Results -- 6 Discussion -- 7 Conclusions -- References -- Incorporating Key Leader Engagement into Tactical Simulations -- 1 Introduction -- 2 Cultural Training Building -- 2.1 The Systematic Process -- 2.2 Front-End Analysis -- 2.3 Use of Thurstone Scaling -- 2.4 Building Intelligent Agents -- 3 Building the Interface -- 3.1 The Virtual Human Toolkit -- 3.2 Developing the Intelligent Agent -- 4 Limitations -- 5 Discussion -- References -- Computational Modeling Approaches in Politics and Economics -- Assess Electric Vehicle Adoption Through an Agent Based Approach -- 1 Introduction -- 2 Theoretical Background -- 3 ABM Development -- 3.1 Descriptive Information -- 3.2 Behavior and Decision Rules -- 4 Scenario Analysis -- 4.1 Baseline -- 4.2 Reduction in Price of EV -- 5 Sensitivity Analysis -- 6 Conclusion -- References -- The Impact of Housing Programs on Unsheltered Homeless Population: An Agent-Based Approach -- 1 Introduction -- 2 Literature Review -- 3 Research Design -- 3.1 Model Entities and Variables -- 3.2 Parameterization Verification and Simulation Experiment -- 4 Sensitively Analysis. 4.1 Quasi-Global Sensitivity Analysis -- 5 Scenario Analysis on Two Housing Programs -- 6 Conclusion -- References -- Opening Borders. Peru's Expected Utility on Venezuelan Immigration: A Social Network Analysis -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Unicameral National Parliament -- 3.2 Stakeholders -- 3.3 Level of Analysis and Directed Network -- 4 Model Implementation -- 4.1 Spatial Bargaining -- 4.2 Expected Utility Theory -- 5 Policy Implications and Conclusion -- References -- Optimal Strategy in International Relations -- 1 Introduction -- 2 Literature Review -- 3 Research Design -- 3.1 Model Entities and Variables -- 3.2 Parameterization and Simulation Experience -- 3.3 Sensitivity Analysis -- 4 Scenario Analysis -- 5 Conclusion -- 6 Limitation -- References -- Modeling and Simulation of Disaster Medicine Processes for Resilience Assessment of Hospital BCPs -- 1 Introduction -- 2 Modeling of In-Hospital Disaster Medicine -- 2.1 Process Model -- 2.2 Algorithm -- 2.3 Parameter Setting -- 2.4 Input Scenario -- 3 Results -- 4 Conclusion -- References -- Virtual and Augmented Reality -- Information Ergonomics: Expediting Maintenance Workflow Using Mixed Reality -- 1 Introduction -- 2 Maintenance Workflow -- 2.1 Planning -- 2.2 Parts -- 2.3 Procedure -- 2.4 Summary -- 3 Principles of Information Ergonomics -- 4 Conclusion -- References -- Cybersickness and Its Implications for Using Virtual Reality Head Mounted Displays in Transport Psychology Research -- 1 Introduction -- 1.1 Description of Cybersickness Phenomenon -- 1.2 Prevalence and Severity of Cybersickness -- 1.3 Factors Influencing Prevalence of Cybersickness -- 1.4 Measurement of Cybersickness -- 2 Discussion -- 3 Conclusion -- References -- Learning-Forgetting-Fatigue-Recovery Simulation Model -- 1 Introduction -- 2 Methodology -- 3 Project Design and Routine. 4 Simulation Model Description -- 5 Results -- 5.1 First-Order Model -- 5.2 Building a Second First-Order Model -- 5.3 Central Composite Design for the Second-Order Model -- 6 Discussion and Conclusion -- References -- Human Body Posture Recognition in Virtual Reality System for Astronauts Training -- 1 Introduction -- 2 Modeling of Human Body -- 3 CNN-Based Human Body Posture Recognition Algorithm -- 4 Results of the Posture Recognition -- 4.1 Results of the Picture with Single Person -- 4.2 Results in the Picture with Multiple Persons -- 5 The Application of Human Body Posture Recognition in Virtual Reality -- 6 Conclusion and Future Study -- References -- Hospital Escape VR: A Virtual Reality Simulation for Hospital Fire Evacuation Training -- 1 Introduction -- 2 Related Work -- 3 Hospital Escape VR -- 3.1 Software and Hardware -- 3.2 Virtual Environment -- 3.3 Prototype -- 4 Conclusion and Future Work -- References -- Simulation and Human Factors for Nuclear Control Rooms -- Comparing the Sensitivity of Workload Measures for Different Task Types Using Nuclear Power Plant Main Control Room Simulators -- 1 Introduction -- 1.1 Types of NPP Simulated Environments -- 1.2 Workload Assessment -- 2 Methods -- 2.1 Summary of Studies -- 2.2 Quantifying Sensitivity of Workload Measures -- 3 Results -- 3.1 Physiological Metrics -- 3.2 NASA-TLX -- 3.3 MRQ -- 4 Discussion -- References -- Using Qualified On-Site Nuclear Power Plant Simulators in Human Factors Validations of Control Room Upgrades -- 1 Introduction -- 1.1 Nuclear Power Plant Simulators and Simulation -- 2 Using the On-Site Simulator for Human Factors R& -- D -- 3 Workshop Results -- 4 Conclusion -- References -- A Dual Full-Scope and Reduced-Scope Microworld Simulator Approach to Evaluate the Human Factors of a Coupled Hydrogen Production Concept of Operations -- 1 Introduction. 2 Flexible Plant Operation and Generation -- 3 Human Factors Approach for the New Concept of Operations Development -- 4 Simulator-Based Approach to Support Concept of Operations Development -- 5 Conclusions -- References -- Analysis and Validation of the Main Control Room Staffing of the Xe-100 SMR -- 1 Introduction -- 2 Concept of Operations -- 3 Analysis -- 4 Evaluation -- 5 Validation -- 6 Conclusion -- References -- Strategies for Human Factors Validation of Fire-Event Scenarios in a Nuclear Power Plant -- 1 Introduction -- 2 Validation Plan -- 3 Preparation of Fire-Event Scenarios -- 4 Results and Lessons from the Validation Sessions -- 5 Conclusions -- References -- Data Essential for Human Factors Simulation Modeling -- Optimizing Human Performance Data for Enhanced Modeling and Analytics -- 1 Introduction -- 2 General Approach -- 2.1 Design Strategy -- 2.2 Resources and Capabilities -- 2.3 Initial Implementation -- 3 Conclusion -- References -- A Hybrid Simulation Model for an Efficient and Flexible Shop Floor System -- 1 Introduction -- 2 Culture, Diversification and FMS -- 3 Model -- 3.1 Cultural Diversification Model -- 3.2 Process Queuing Model -- 4 Simulation -- 5 Conclusion -- References -- Applying Numerical Simulation to Predict Effect of Brace Wear for Scoliosis -- 1 Introduction -- 2 Methods -- 3 Results and Discussion -- 4 Conclusions -- References -- The Future of Data Standards and Storage: Harnessing Data Generation into a Standardized Repository -- 1 Introduction -- 2 AERDR Overview and Structure -- 3 Human Performance Data -- 4 Adding Data to AERDR -- 5 Future Directions and Considerations -- Human Sensing in Simulation -- Comfortable SCBA Weights from Biomechanical Models for Firefighting Tasks -- 1 Introduction -- 2 Methods -- 2.1 Firefighting Tasks -- 2.2 Biomechanical Models -- 3 Biomechanical Analysis Results. 4 Discussion. |
| Record Nr. | UNINA-9910488711003321 |
| Cham, Switzerland : , : Springer International Publishing, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational vision and bio-inspired computing : ICCVBIC 2020 / / edited by S. Smys [and three others]
| Computational vision and bio-inspired computing : ICCVBIC 2020 / / edited by S. Smys [and three others] |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (857 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Optical data processing Biology - Technique Visió per ordinador Processament òptic de dades Intel·ligència computacional |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 981-336-862-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910485589803321 |
| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Neural Information Processing : 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV / / edited by Tom Gedeon, Kok Wai Wong, Minho Lee
| Neural Information Processing : 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV / / edited by Tom Gedeon, Kok Wai Wong, Minho Lee |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (795 pages) |
| Disciplina |
006.32
006.4 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Xarxes neuronals (Informàtica)
Processament òptic de dades Reconeixement de formes (Informàtica) Pattern perception Optical data processing Machine learning Computers Application software Pattern Recognition Image Processing and Computer Vision Machine Learning Information Systems and Communication Service Computer Appl. in Social and Behavioral Sciences |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-36808-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Adversarial Deep Learning with Stackelberg Games -- Enhance Feature Representation of Dual Networks for Attribute Prediction -- Data augment in imbalanced learning based on Generative Adversarial Networks -- A deep learning scheme for extracting pedestrian-parcel tuples from videos -- Support Matching: a Novel Regularization to Escape from Mode Collapse in GANs -- Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation -- A Gradient-based Algorithm to Deceive Deep Neural Networks -- Writing Style Adversarial Network for Handwritten Chinese Character Recognition -- Recovering Super-Resolution Generative Adversarial Network for Underwater Images -- Hierarchical Attention CNN Model for Relation Extraction -- Fault Tolerant Broad Learning System -- Group Loss: An Efficient Strategy for Salient Object Detection -- PPGCN: a message selection based approach for graph classification -- Multi-Task Temporal Convolutional Network for Predicting Water Quality Sensor Data -- CNN-LSTM Neural Networks for Anomalous Database Intrusion Detection in RBAC-Administered Model -- MC-HDCNN: Computing the Stereo Matching Cost with a Hybrid Dilated Convolutional Neural Network -- Convolutional Neural Network to Detect Thorax Diseases from Multi-View Chest X-Rays -- Visual Speaker Authentication by a CNN-based Scheme with Discriminative Segment Analysis -- Intrusion Detection Using Temporal Convolutional Networks -- Empirical Study of Easy and Hard Examples in CNN Training -- GCNDA:Graph Convolutional Networks with Dual Attention Mechanisms for Aspect Based Sentiment Analysis -- A Wind Power Prediction Method Based on Deep Convolutional Network with Multiple Features -- Simple ConvNet Based on Bag of MLP-based Local Descriptors -- Convolutional LSTM: A Deep Learning Method for Motion Intention Recognition Based on Spatiotemporal EEG Data -- A Deep Neural Network Model for Rating Prediction based on Multi-layer Prediction and Multi-granularity Latent Feature Vectors -- LSPM: Joint Deep Modeling of Long-term Preference and Short-term Preference for Recommendation -- How we Achieved a Production Ready Slot Filling Deep Neural Network without Initial Natural Language Data -- Swarm Intelligence Based Ensemble Learning of Deep Neural Networks -- DSMRSeg:Dual-Stage feature pyramid and Mutil-Range context aggregation for real-time Semantic Segmentation -- Safety and Robustness of Deep Neural Networks Object Recognition under Generic Attacks -- Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning -- Improving the Identification of Code Smells by Combining Structural and Semantic Information -- Learnable Gabor Convolutional Networks -- Deep Autoencoder on Personalized Facet Selection -- Attention-based Deep Q-Network in Complex Systems -- Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases -- A Comparison Study of Deep Learning Techniques to Increase the Spatial Resolution of Photo-realistic Images -- Neural Architecture Search for Domestic Audio Tagging -- A Robust Embedding for Attributed Networks with Outliers -- Pay Attention to Deep Feature Fusion in Crowd Density Estimation -- Knowledge Reuse of Learning Agent Based on Factor Information of Behavioral Rules -- Community Based Node Embeddings for Networks -- Code Generation from Supervised Code Embeddings -- ComNE: Reinforcing Network Embedding with Community Learning -- D2PLS: A Novel Bilinear Method for Facial Feature Fusion -- Learning Network Representation via Ego-network-level Relationship -- DMCM: A Deep Multi-Channel Model for Dynamic Movie Recommendation -- Dance to Music Expressively: A Brain-inspired System Based on Audio-semantic Model for Cognitive Development of Robots -- Identifying EEG responses modulated by working memory loads from weighted phase lag index based functional connectivity microstates -- Combining Fisheye Camera with Odometer for Autonomous Parking -- Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction -- Multi-class Human Body Parsing with Edge-Enhancement Network -- vUBM: Variational Universal Background Model for EEG-based Person Authentication -- Passenger Demographic Attributes Prediction for Human-centered Public Transport -- Spontaneous EEG classification using complex valued neural network -- Tongue Coating Classification Based on Multiple-Instance Learning and Deep Features -- Machine Learning based Trust Model for Misbehaviour Detection in Internet-of-Vehicles -- Toward the Ontology-Based Security Verification and Validation Model for the Vehicular Domain -- Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming -- Adaptive Estimation of Human-Robot Interaction Force for Lower Limb Rehabilitation -- Effect of incomplete memorization in a computational model of human cognition -- Decoding Action Observation Using Complex Brain Networks from Simultaneously Recorded EEG-fNIRS Signals -- Characterizing and Identifying Autism Disorder Using Regional Connectivity Patterns and Extreme Gradient Boosting Classifier -- TP-ADMM: An Efficient Two-Stage Framework for Training Binary Neural Networks -- Fast and Accurate Lung Tumor Spotting and Segmentation for Boundary Delineation on CT Slices In A Coarse-To-Fine Framework -- Exploration of Different Attention Mechanisms on Medical Image Segmentation -- Machine learning based method for Huntington's disease gait pattern recognition -- Research on Deep Learning-based Intelligent Diagnosis Algorithms for OCT Medical Images of Macular Edema -- Using (automated) machine learning and drug prescrip-tion records to predict mortality and polypharmacy in older type 2 diabetes mellitus patients -- Deep Vision System for Clinical Gait Analysis in and out of Hospital -- Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks -- Analysis of Key Face Parts to Detect Emotional Expression Using a Neural Network Model -- Multi-task Gated Contextual Cross-modal Attention Framework for Sentiment and Emotion Analysis -- A Cross-Culture Study on Multimodal Emotion Recognition Using Deep Learning -- Time-Frequency Deep Representation Learning for Speech Emotion Recognition Integrating Self-Attention -- Sparse Graphic Attention LSTM for EEG Emotion Recognition -- Dynamic Facial Stress Recognition in Temporal Convolutional Network -- A Comparison of CasPer Against Other ML Techniques for Stress Recognition -- On Explainable Flexible Fuzzy Recommender and Its Performance Evaluation Using the Akaike Information Criterion -- A Hybrid Evolutionary Algorithm with Taboo and Competition Strategies for Minimum Vertex Cover Problem -- An Ant Colony System for Carpool Service Problem with High Seating Capacity -- Enhancing Artificial Bee Colony Algorithm with Directional Information -- Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes based on Petrographical Descriptions -- Using an Evolutionary Algorithm to optimise the hyper-parameters of a cascading neural network -- Instruction Cognitive One-Shot Malware Outbreak Detection -- A Fast Algorithm for Constructing Phylogenetic Trees with Application to IoT Malware Clustering. |
| Record Nr. | UNINA-9910364953103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
