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Computing and communication capabilities are increasingly embedded in diverse objects and structures in the physical environment. They will link the ‘cyberworld’ of computing and communications with the physical world. These applications are called cyber physical systems (CPS). Obviously, the increased involvement of real-world entities leads to a greater demand for trustworthy systems. Hence, we use "system trustworthiness" here, which can guarantee continuous service in the presence of internal errors or external attacks. Mobile CPS (MCPS) is a prominent subcategory of CPS in which the physical component has no permanent location. Mobile Internet devices already provide ubiquitous platforms for building novel MCPS applications. The objective of this Special Issue is to contribute to research in modern/future trustworthy MCPS, including design, modeling, simulation, dependability, and so on. It is imperative to address the issues which are critical to their mobility, report significant advances in the underlying science, and discuss the challenges of development and implementation in various applications of MCPS.
AUTOSAR --- DAG --- runnable scheduling --- control-scheduling codesign --- lagrange multiplier --- Mobile Cyber-Physical Systems (MCPS) --- industry --- Mobile Sink Groups (MSG) --- group mobility --- real-time data delivery --- Intelligent Transportation System (ITS) --- deep neural network --- Red Light Runner (RLR) --- dynamic signal control --- intersection safety --- mixed-criticality --- power-aware --- real-time scheduling --- DVFS --- security taxonomies --- event-based systems --- mobile cyber physical systems --- security flaws --- searchable encryption --- PEKS --- forward privacy --- trusted execution environment --- SGX --- data quality --- large-scale --- high-dimensionality --- linear discriminant analysis --- random projection --- bootstrapping --- controller area network bus --- authentication --- authenticity --- resiliency --- sustainability --- formal verification --- model checking --- in-vehicle network --- model compression --- adversarial robustness --- weight pruning --- adversarial training --- distillation --- embedded system --- secure AI --- n/a
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Computing and communication capabilities are increasingly embedded in diverse objects and structures in the physical environment. They will link the ‘cyberworld’ of computing and communications with the physical world. These applications are called cyber physical systems (CPS). Obviously, the increased involvement of real-world entities leads to a greater demand for trustworthy systems. Hence, we use "system trustworthiness" here, which can guarantee continuous service in the presence of internal errors or external attacks. Mobile CPS (MCPS) is a prominent subcategory of CPS in which the physical component has no permanent location. Mobile Internet devices already provide ubiquitous platforms for building novel MCPS applications. The objective of this Special Issue is to contribute to research in modern/future trustworthy MCPS, including design, modeling, simulation, dependability, and so on. It is imperative to address the issues which are critical to their mobility, report significant advances in the underlying science, and discuss the challenges of development and implementation in various applications of MCPS.
Technology: general issues --- AUTOSAR --- DAG --- runnable scheduling --- control-scheduling codesign --- lagrange multiplier --- Mobile Cyber-Physical Systems (MCPS) --- industry --- Mobile Sink Groups (MSG) --- group mobility --- real-time data delivery --- Intelligent Transportation System (ITS) --- deep neural network --- Red Light Runner (RLR) --- dynamic signal control --- intersection safety --- mixed-criticality --- power-aware --- real-time scheduling --- DVFS --- security taxonomies --- event-based systems --- mobile cyber physical systems --- security flaws --- searchable encryption --- PEKS --- forward privacy --- trusted execution environment --- SGX --- data quality --- large-scale --- high-dimensionality --- linear discriminant analysis --- random projection --- bootstrapping --- controller area network bus --- authentication --- authenticity --- resiliency --- sustainability --- formal verification --- model checking --- in-vehicle network --- model compression --- adversarial robustness --- weight pruning --- adversarial training --- distillation --- embedded system --- secure AI --- AUTOSAR --- DAG --- runnable scheduling --- control-scheduling codesign --- lagrange multiplier --- Mobile Cyber-Physical Systems (MCPS) --- industry --- Mobile Sink Groups (MSG) --- group mobility --- real-time data delivery --- Intelligent Transportation System (ITS) --- deep neural network --- Red Light Runner (RLR) --- dynamic signal control --- intersection safety --- mixed-criticality --- power-aware --- real-time scheduling --- DVFS --- security taxonomies --- event-based systems --- mobile cyber physical systems --- security flaws --- searchable encryption --- PEKS --- forward privacy --- trusted execution environment --- SGX --- data quality --- large-scale --- high-dimensionality --- linear discriminant analysis --- random projection --- bootstrapping --- controller area network bus --- authentication --- authenticity --- resiliency --- sustainability --- formal verification --- model checking --- in-vehicle network --- model compression --- adversarial robustness --- weight pruning --- adversarial training --- distillation --- embedded system --- secure AI
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The analysis of big data in biomedical, business and financial research has drawn much attention from researchers worldwide. This collection of articles aims to provide a platform for an in-depth discussion of novel statistical methods developed for the analysis of Big Data in these areas. Both applied and theoretical contributions to these areas are showcased.
Information technology industries --- Computer science --- bandwidth selection --- correlation --- edge-preserving image denoising --- image sequence --- jump regression analysis --- local smoothing --- nonparametric regression --- spatio-temporal data --- linear mixed model --- ridge estimation --- pretest and shrinkage estimation --- multicollinearity --- asymptotic bias and risk --- LASSO estimation --- high-dimensional data --- big data adaptation --- dividend estimation --- options markets --- weighted least squares --- online health community --- social support --- network analysis --- cancer --- functional principal component analysis --- functional predictor --- linear mixed-effects model --- mobile device --- sparse group regularization --- wearable device data --- Bayesian modeling --- functional regression --- gestational weight --- infant birth weight --- joint modeling --- longitudinal data --- maternal weight gain --- transfer learning --- deep learning --- pretrained neural networks --- chest X-ray images --- lung diseases --- causal structure learning --- consistency --- FCI algorithm --- high dimensionality --- nonparametric testing --- PC algorithm --- fMRI --- functional connectivity --- brain network --- Human Connectome Project --- statistics
Choose an application
Computing and communication capabilities are increasingly embedded in diverse objects and structures in the physical environment. They will link the ‘cyberworld’ of computing and communications with the physical world. These applications are called cyber physical systems (CPS). Obviously, the increased involvement of real-world entities leads to a greater demand for trustworthy systems. Hence, we use "system trustworthiness" here, which can guarantee continuous service in the presence of internal errors or external attacks. Mobile CPS (MCPS) is a prominent subcategory of CPS in which the physical component has no permanent location. Mobile Internet devices already provide ubiquitous platforms for building novel MCPS applications. The objective of this Special Issue is to contribute to research in modern/future trustworthy MCPS, including design, modeling, simulation, dependability, and so on. It is imperative to address the issues which are critical to their mobility, report significant advances in the underlying science, and discuss the challenges of development and implementation in various applications of MCPS.
Technology: general issues --- AUTOSAR --- DAG --- runnable scheduling --- control-scheduling codesign --- lagrange multiplier --- Mobile Cyber-Physical Systems (MCPS) --- industry --- Mobile Sink Groups (MSG) --- group mobility --- real-time data delivery --- Intelligent Transportation System (ITS) --- deep neural network --- Red Light Runner (RLR) --- dynamic signal control --- intersection safety --- mixed-criticality --- power-aware --- real-time scheduling --- DVFS --- security taxonomies --- event-based systems --- mobile cyber physical systems --- security flaws --- searchable encryption --- PEKS --- forward privacy --- trusted execution environment --- SGX --- data quality --- large-scale --- high-dimensionality --- linear discriminant analysis --- random projection --- bootstrapping --- controller area network bus --- authentication --- authenticity --- resiliency --- sustainability --- formal verification --- model checking --- in-vehicle network --- model compression --- adversarial robustness --- weight pruning --- adversarial training --- distillation --- embedded system --- secure AI --- n/a
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