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ORCIDHandbook of Dynamic Data Driven Applications Systems 2018
- Erik Blasch, Sai Ravela, Alex Aved
:
Handbook of Dynamic Data Driven Applications Systems. Springer 2018, ISBN 978-3-319-95503-2 - Erik Blasch, Dennis S. Bernstein, Murali Rangaswamy:
Introduction to Dynamic Data Driven Applications Systems. 1-25
Measurement-Aware: Data Assimilation, Uncertainty Quantification
- Sai Ravela:
Tractable Non-Gaussian Representations in Dynamic Data Driven Coherent Fluid Mapping. 29-46 - Hoong Chieh Yeong, Ryne T. Beeson, Navaratnam Sri Namachchivaya, Nicolas Perkowski, Peter W. Sauer:
Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multi-scale Systems. 47-73 - Richard Linares, Vivek Vittaldev, Humberto C. Godinez:
Dynamic Data-Driven Uncertainty Quantification via Polynomial Chaos for Space Situational Awareness. 75-93
Signals-Aware: Process Monitoring
- Sida Chen, Shigeru Imai, Wennan Zhu, Carlos A. Varela:
Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics. 97-121 - Devesh K. Jha, Nurali Virani, Asok Ray:
Markov Modeling of Time Series via Spectral Analysis for Detection of Combustion Instabilities. 123-138 - Hong Yan, Zhongqiang Zhang, Jian Zou:
Dynamic Space-Time Model for Syndromic Surveillance with Particle Filters and Dirichlet Process. 139-152
Structures-Aware: Health Modeling
- Artem Korobenko, Ming-Chen Hsu, Yuri Bazilevs:
A Computational Steering Framework for Large-Scale Composite Structures. 155-171 - Mishal Thapa, Bodiuzzaman Jony, Sameer B. Mulani, Samit Roy:
Development of Intelligent and Predictive Self-Healing Composite Structures Using Dynamic Data-Driven Applications Systems. 173-191 - Randall Kania, Abu Kebbie-Anthony, Xiangxue Zhao, Shapour Azarm, Balakumar Balachandran:
Dynamic Data-Driven Approach for Unmanned Aircraft Systems and Aeroelastic Response Analysis. 193-211
Environment-Aware: Earth, Biological, and Space Systems
- Janice L. Coen, Wilfrid Schroeder, Scott D. Rudlosky:
Transforming Wildfire Detection and Prediction Using New and Underused Sensor and Data Sources Integrated with Modeling. 215-231 - Haluk Damgacioglu, Emrah Celik, Chongli Yuan, Nurcin Celik:
Dynamic Data Driven Application Systems for Identification of Biomarkers in DNA Methylation. 233-252 - Xue Iuan Wong, Manoranjan Majji, Puneet Singla:
Photometric Stereopsis for 3D Reconstruction of Space Objects. 253-291
Situation Aware: Tracking Methods
- Luca Carlone, Allan Axelrod, Sertac Karaman, Girish Chowdhary:
Aided Optimal Search: Data-Driven Target Pursuit from On-Demand Delayed Binary Observations. 295-335 - Alexander A. Soderlund, Mrinal Kumar:
Optimization of Multi-target Tracking Within a Sensor Network Via Information Guided Clustering. 337-380 - Allan Axelrod, Luca Carlone, Girish Chowdhary, Sertac Karaman:
Data-Driven Prediction of Confidence for EVAR in Time-Varying Datasets. 381-404
Context-Aware: Coordinated Control
- Luis Francisco Cómbita, Jairo Alonso Giraldo, Alvaro A. Cárdenas, Nicanor Quijano:
DDDAS for Attack Detection and Isolation of Control Systems. 407-422 - Su-Jin Lee, Han-Lim Choi:
Approximate Local Utility Design for Potential Game Approach to Cooperative Sensor Network Planning. 423-444 - Benjamin S. Cooper, Raghvendra V. Cowlagi:
Dynamic Sensor-Actor Interactions for Path-Planning in a Threat Field. 445-464
Energy-Aware: Power Systems
- Michael Hunter, Aradhya Biswas, Bhargava Rama Chilukuri, Angshuman Guin, Richard Fujimoto, Randall Guensler, Jorge A. Laval, Haobing Liu, Sabra Neal, Philip Pecher, Michael O. Rodgers:
Energy-Aware Dynamic Data-Driven Distributed Traffic Simulation for Energy and Emissions Reduction. 467-487 - Haluk Damgacioglu, Mehrad Bastani, Nurcin Celik:
A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids. 489-504 - Antonia Nasiakou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Manolis Vavalis:
Dynamic Data Driven Partitioning of Smart Grid Using Learning Methods. 505-526
Process-Aware: Image and Video Coding
- Honglei Li, Yanzhou Liu, Kishan Sudusinghe, Jinsung Yoon, Erik Blasch, Mihaela van der Schaar, Shuvra S. Bhattacharyya:
Design of a Dynamic Data-Driven System for Multispectral Video Processing. 529-545 - Li Li, Zhu Li:
Light Field Image Compression. 547-570 - Nurali Virani, Shashi Phoha, Asok Ray:
On Compression of Machine-Derived Context Sets for Fusion of Multi-modal Sensor Data. 571-586
Cyber-Aware: Security and Computing
- Yi Li, Shashank Shekhar, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos, Aniruddha S. Gokhale:
Simulation-Based Optimization as a Service for Dynamic Data-Driven Applications Systems. 589-614 - Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf:
Privacy and Security Issues in DDDAS Systems. 615-630 - Erik Blasch, Alex Aved, Shuvra S. Bhattacharyya:
Dynamic Data Driven Application Systems (DDDAS) for Multimedia Content Analysis. 631-651
Systems-Aware: Design Methods
- Jing Peng, Peng Zhang:
Parzen Windows: Simplest Regularization Algorithm. 655-676 - Artem Korobenko, M. Pigazzini, Xiaowei Deng, Yuri Bazilevs:
Multiscale DDDAS Framework for Damage Prediction in Aerospace Composite Structures. 677-696 - Fotis Kopsaftopoulos, Fu-Kuo Chang:
A Dynamic Data-Driven Stochastic State-Awareness Framework for the Next Generation of Bio-inspired Fly-by-Feel Aerospace Vehicles. 697-721 - Erik Blasch, Sai Ravela, Alex Aved:
DDDAS: The Way Forward. 723-731
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