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pro vyhledávání: '"Law of total expectation"'
Akademický článek
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Publikováno v:
IEEE Transactions on Automatic Control. 67:3204-3211
In real world applications, sampled-data systems are often subject to undesirable physical constraints, which results in noisy sampling intervals that fluctuate around an ideal sampling period based on certain probability distribution. In the presenc
Publikováno v:
IEEE Transactions on Circuits and Systems II: Express Briefs. 69:429-433
In this brief note, a probability theory approach is proposed to investigate the stability analysis issue for a class of networked sampled-data systems with packet dropouts. The continuous-time linear system under consideration is first transformed i
Publikováno v:
Journal of the Franklin Institute. 358:8193-8206
This paper is concerned with the security control problem for a class of networked systems subject to deception attacks and packet dropouts. First, by taking into account the deception attacks and packet dropouts in an unified framework, a discrete-t
Publikováno v:
IEEE Transactions on Instrumentation and Measurement. 70:1-12
Given that there exists input uncertainty caused by the noise embedded in industrial data, this study proposes a relevance vector machine (RVM) prediction model with input noise. Due to the fact that the marginal likelihood cannot be analytically cal
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Autor:
Paata Ivanisvili, Alexandros Eskenazis
Publikováno v:
Probability Theory and Related Fields. 178:235-287
Let $$(X,\Vert \cdot \Vert _X)$$ be a Banach space. The purpose of this article is to systematically investigate dimension independent properties of vector valued functions $$f:\{-1,1\}^n\rightarrow X$$ on the Hamming cube whose spectrum is bounded a
Publikováno v:
IEEE Transactions on Reliability. 69:260-276
The global reliability sensitivity index (GRSI) can measure the effect of model input variable on the failure probability of the structure and provide guidance for the reliability-based design optimization. In this paper, to efficiently estimate the
Autor:
Peijin Wang, Shein-Chung Chow
Publikováno v:
Statistics in medicineREFERENCES. 40(27)
In clinical trials, sample size re-estimation is often conducted at interim. The purpose is to determine whether the study will achieve study objectives if the observed treatment effect at interim preserves till end of the study. A traditional approa
Publikováno v:
Reliability Engineering & System Safety. 189:99-108
Borgonovo moment-independent sensitivity index (BMSI) was proposed to measure the sensitivity of model inputs according to the whole distribution of model output not only a specific moment. The main computational difficulty of the BMSI is to estimate