Handbook of Dynamic Data Driven Applications Systems

Front Matter ....Pages i-ix
 Introduction to Dynamic Data Driven Applications Systems  (Erik Blasch, Dennis Bernstein, Murali Rangaswamy)....Pages 1-25
Front Matter ....Pages 27-27
 Tractable Non-Gaussian Representations in Dynamic Data Driven Coherent Fluid Mapping  (Sai Ravela)....Pages 29-46
 Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multi-scale Systems  (Hoong C. Yeong, Ryne Beeson, N. Sri Namachchivaya, Nicolas Perkowski, Peter W. Sauer)....Pages 47-73
 Dynamic Data-Driven Uncertainty Quantification via Polynomial Chaos for Space Situational Awareness  (Richard Linares, Vivek Vittaldev, Humberto C. Godinez)....Pages 75-93
Front Matter ....Pages 95-95
 Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics  (Sida Chen, Shigeru Imai, Wennan Zhu, Carlos A. Varela)....Pages 97-121
 Markov Modeling of Time Series via Spectral Analysis for Detection of Combustion Instabilities  (Devesh K. Jha, Nurali Virani, Asok Ray)....Pages 123-138
 Dynamic Space-Time Model for Syndromic Surveillance with Particle Filters and Dirichlet Process  (Hong Yan, Zhongqiang Zhang, Jian Zou)....Pages 139-152
Front Matter ....Pages 153-153
 A Computational Steering Framework for Large-Scale Composite Structures  (A. Korobenko, M.-C. Hsu, Y. Bazilevs)....Pages 155-171
 Development of Intelligent and Predictive Self-Healing Composite Structures Using Dynamic Data-Driven Applications Systems  (Mishal Thapa, Bodiuzzaman Jony, Sameer B. Mulani, Samit Roy)....Pages 173-191
 Dynamic Data-Driven Approach for Unmanned Aircraft Systems and Aeroelastic Response Analysis  (R. Kania, A. Kebbie-Anthony, X. Zhao, S. Azarm, B. Balachandran)....Pages 193-211
Front Matter ....Pages 213-213
 Transforming Wildfire Detection and Prediction Using New and Underused Sensor and Data Sources Integrated with Modeling  (Janice L. Coen, Wilfrid Schroeder, Scott D. Rudlosky)....Pages 215-231
 Dynamic Data Driven Application Systems for Identification of Biomarkers in DNA Methylation  (Haluk Damgacioglu, Emrah Celik, Chongli Yuan, Nurcin Celik)....Pages 233-252
 Photometric Stereopsis for 3D Reconstruction of Space Objects  (Xue Iuan Wong, Manoranjan Majji, Puneet Singla)....Pages 253-291
Front Matter ....Pages 293-293
 Aided Optimal Search: Data-Driven Target Pursuit from On-Demand Delayed Binary Observations  (Luca Carlone, Allan Axelrod, Sertac Karaman, Girish Chowdhary)....Pages 295-335
 Optimization of Multi-target Tracking Within a Sensor Network Via Information Guided Clustering  (Alexander A. Soderlund, Mrinal Kumar)....Pages 337-380
 Data-Driven Prediction of Confidence for EVAR in Time-Varying Datasets  (Allan Axelrod, Luca Carlone, Girish Chowdhary, Sertac Karaman)....Pages 381-404
Front Matter ....Pages 405-405
 DDDAS for Attack Detection and Isolation of Control Systems  (Luis Francisco Combita, Jairo Alonso Giraldo, Alvaro A. Cardenas, Nicanor Quijano)....Pages 407-422
 Approximate Local Utility Design for Potential Game Approach to Cooperative Sensor Network Planning  (Su-Jin Lee, Han-Lim Choi)....Pages 423-444
 Dynamic Sensor-Actor Interactions for Path-Planning in a Threat Field  (Benjamin S. Cooper, Raghvendra V. Cowlagi)....Pages 445-464
Front Matter ....Pages 465-465
 Energy-Aware Dynamic Data-Driven Distributed Traffic Simulation for Energy and Emissions Reduction  (Michael Hunter, Aradhya Biswas, Bhargava Chilukuri, Angshuman Guin, Richard Fujimoto, Randall Guensler et al.)....Pages 467-487
 A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids  (Haluk Damgacioglu, Mehrad Bastani, Nurcin Celik)....Pages 489-504
 Dynamic Data Driven Partitioning of Smart Grid Using Learning Methods  (Antonia Nasiakou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Manolis Vavalis)....Pages 505-526
Front Matter ....Pages 527-527
 Design of a Dynamic Data-Driven System for Multispectral Video Processing  (Honglei Li, Yanzhou Liu, Kishan Sudusinghe, Jinsung Yoon, Erik Blasch, Mihaela van der Schaar et al.)....Pages 529-545
 Light Field Image Compression  (Li Li, Zhu Li)....Pages 547-570
 On Compression of Machine-Derived Context Sets for Fusion of Multi-modal Sensor Data  (Nurali Virani, Shashi Phoha, Asok Ray)....Pages 571-586
Front Matter ....Pages 587-587
 Simulation-Based Optimization as a Service for Dynamic Data-Driven Applications Systems  (Yi Li, Shashank Shekhar, Yevgeniy Vorobeychik, Xenofon Koutsoukos, Aniruddha Gokhale)....Pages 589-614
 Privacy and Security Issues in DDDAS Systems  (Li Xiong, Vaidy Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf)....Pages 615-630
 Dynamic Data Driven Application Systems (DDDAS) for Multimedia Content Analysis  (Erik Blasch, Alex Aved, Shuvra S. Bhattacharyya)....Pages 631-651
Front Matter ....Pages 653-653
 Parzen Windows: Simplest Regularization Algorithm  (Jing Peng, Peng Zhang)....Pages 655-676
 Multiscale DDDAS Framework for Damage Prediction in Aerospace Composite Structures  (A. Korobenko, M. Pigazzini, X. Deng, Y. Bazilevs)....Pages 677-696
 A Dynamic Data-Driven Stochastic State-Awareness Framework for the Next Generation of Bio-inspired Fly-by-Feel Aerospace Vehicles  (Fotis Kopsaftopoulos, Fu-Kuo Chang)....Pages 697-721
 DDDAS: The Way Forward  (Erik Blasch, Sai Ravela, Alex Aved)....Pages 723-731
Back Matter ....Pages 733-750