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Table of Contents
1 Introduction to Dynamic Data Driven Applications Systems
2 Tractable Non-Gaussian Representation in Dynamic Data Driven Coherent Fluid Mapping
3 Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multi-scale Systems
4 Dynamic Data-Driven Uncertainty Quantification via Polynomial Chaos for Space Situational Awareness
5 Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics
6 Markov Modeling of Time Series via Spectral Analysis for Detection of Combustion Instabilities
7 Dynamic Space-Time Model for Syndromic Surveillance with Particle Filters and Dirichlet Process
8 A Computational Steering Framework for Large-Scale Composite Structures
9 Development of Intelligent and Predictive Self-Healing Composite Structures using Dynamic Data-Driven Applications Systems
10 Dynamic Data-Driven Approach for Unmanned Aircraft Systems aero-elastic response analysis
11 Transforming Wildfire Detection and Prediction using New and Underused Sensor and Data Sources Integrated with Modeling
12 Dynamic Data Driven Application Systems for Identification of Biomarkers in DNA Methylation
13 Photometric Steropsis for 3D Reconstruction of Space Objects
14 Aided Optimal Search: Data-Driven Target Pursuit from On-Demand Delayed Binary Observations
15 Optimization of Multi-Target Tracking within a Sensor Network via Information Guided Clustering
16 Data-Driven Prediction of Confidence for EVAR in Time-varying Datasets
17 DDDAS for Attack Detection and Isolation of Control Systems
18 Approximate Local Utility Design for Potential Game Approach to Cooperative Sensor Network Planning
19 Dynamic Sensor-Actor Interactions for Path-Planning in a Threat Field
20 Energy-Aware Dynamic Data-Driven Distributed Traffic Simulation for Energy and Emissions Reduction
21 A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids
22 Dynamic Data Driven Partitioning of Smart Grid Using Learning Methods
23 Design of a Dynamic Data-Driven System for Multispectral Video Processing
24 Light Field Image Compression
25 On Compression of Machine-derived Context Sets for Fusion of Multi-model Sensor Data
26 Simulation-based Optimization as a Service for Dynamic Data-driven Applications Systems
27 Privacy and Security Issues in DDDAS Systems
28 Dynamic Data Driven Application Systems (DDDAS) for Multimedia Content Analysis
29 Parzen Windows: Simplest Regularization Algorithm
30 Multiscale DDDAS Framework for Damage Prediction in Aerospace Composite Structures
31 A Dynamic Data-Driven Stochastic State-awareness Framework for the Next Generation of Bio-inspired Fly-by-feel Aerospace Vehicles
DDDAS: The Way Forward. .
2 Tractable Non-Gaussian Representation in Dynamic Data Driven Coherent Fluid Mapping
3 Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multi-scale Systems
4 Dynamic Data-Driven Uncertainty Quantification via Polynomial Chaos for Space Situational Awareness
5 Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics
6 Markov Modeling of Time Series via Spectral Analysis for Detection of Combustion Instabilities
7 Dynamic Space-Time Model for Syndromic Surveillance with Particle Filters and Dirichlet Process
8 A Computational Steering Framework for Large-Scale Composite Structures
9 Development of Intelligent and Predictive Self-Healing Composite Structures using Dynamic Data-Driven Applications Systems
10 Dynamic Data-Driven Approach for Unmanned Aircraft Systems aero-elastic response analysis
11 Transforming Wildfire Detection and Prediction using New and Underused Sensor and Data Sources Integrated with Modeling
12 Dynamic Data Driven Application Systems for Identification of Biomarkers in DNA Methylation
13 Photometric Steropsis for 3D Reconstruction of Space Objects
14 Aided Optimal Search: Data-Driven Target Pursuit from On-Demand Delayed Binary Observations
15 Optimization of Multi-Target Tracking within a Sensor Network via Information Guided Clustering
16 Data-Driven Prediction of Confidence for EVAR in Time-varying Datasets
17 DDDAS for Attack Detection and Isolation of Control Systems
18 Approximate Local Utility Design for Potential Game Approach to Cooperative Sensor Network Planning
19 Dynamic Sensor-Actor Interactions for Path-Planning in a Threat Field
20 Energy-Aware Dynamic Data-Driven Distributed Traffic Simulation for Energy and Emissions Reduction
21 A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids
22 Dynamic Data Driven Partitioning of Smart Grid Using Learning Methods
23 Design of a Dynamic Data-Driven System for Multispectral Video Processing
24 Light Field Image Compression
25 On Compression of Machine-derived Context Sets for Fusion of Multi-model Sensor Data
26 Simulation-based Optimization as a Service for Dynamic Data-driven Applications Systems
27 Privacy and Security Issues in DDDAS Systems
28 Dynamic Data Driven Application Systems (DDDAS) for Multimedia Content Analysis
29 Parzen Windows: Simplest Regularization Algorithm
30 Multiscale DDDAS Framework for Damage Prediction in Aerospace Composite Structures
31 A Dynamic Data-Driven Stochastic State-awareness Framework for the Next Generation of Bio-inspired Fly-by-feel Aerospace Vehicles
DDDAS: The Way Forward. .