Imprecise reliability: an introductory overview
LV Utkin, FPA Coolen - … engineering: new metaheuristics, neural and fuzzy …, 2007 - Springer
262 Lev V. Utkin and Frank PA Coolen sources. Some of them may be objective measures
based on relative frequencies or on well-established statistical models. A part of the …
based on relative frequencies or on well-established statistical models. A part of the …
On nonparametric predictive inference and objective Bayesianism
FPA Coolen - Journal of Logic, Language and Information, 2006 - Springer
This paper consists of three main parts. First, we give an introduction to Hill's assumption A
(n) and to theory of interval probability, and an overview of recently developed theory and …
(n) and to theory of interval probability, and an overview of recently developed theory and …
Nonparametric predictive inference for system reliability using the survival signature
FPA Coolen, T Coolen-Maturi… - Proceedings of the …, 2014 - journals.sagepub.com
The survival signature has recently been presented as an attractive concept to aid
quantification of system reliability. It has similar characteristics as the system signature …
quantification of system reliability. It has similar characteristics as the system signature …
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov–Smirnov bounds
MS Kovalev, LV Utkin - Neural Networks, 2020 - Elsevier
A new robust algorithm based on the explanation method SurvLIME called SurvLIME-KS is
proposed for explaining machine learning survival models. The algorithm is developed to …
proposed for explaining machine learning survival models. The algorithm is developed to …
On the use of imprecise probabilities in reliability
FPA Coolen - Quality and Reliability Engineering International, 2004 - Wiley Online Library
Abstract Theory of imprecise probability generalizes classical probability theory, by
assigning to each event an interval instead of a single number. In this paper, we briefly …
assigning to each event an interval instead of a single number. In this paper, we briefly …
Imprecise probabilities based on generalised intervals for system reliability assessment
Y Wang - International Journal of Reliability and Safety, 2010 - inderscienceonline.com
Different representations of imprecise probabilities have been proposed, where interval-
valued probabilities are used such that uncertainty is distinguished from variability. In this …
valued probabilities are used such that uncertainty is distinguished from variability. In this …
Smoothed bootstrap for right-censored data
ASM Al Luhayb, FPA Coolen… - … in Statistics-Theory and …, 2024 - Taylor & Francis
A smoothed bootstrap method is introduced for right-censored data based on the right-
censoring-A (n) assumption introduced by Coolen and Yan, which is a generalization of …
censoring-A (n) assumption introduced by Coolen and Yan, which is a generalization of …
[PDF][PDF] Nonparametric Predictive Inference.
FPA Coolen - 2011 - tahanimaturi.com
Nonparametric Predictive Inference (NPI) is a statistical methodology based on Hill's
assumption A (n)[30], which gives a direct conditional probability for a future observable …
assumption A (n)[30], which gives a direct conditional probability for a future observable …
Evaluation of short read metagenomic assembly
A Charuvaka, H Rangwala - BMC genomics, 2011 - Springer
Background Metagenomic assembly is a challenging problem due to the presence of
genetic material from multiple organisms. The problem becomes even more difficult when …
genetic material from multiple organisms. The problem becomes even more difficult when …
Predictive inference for system reliability after common-cause component failures
FPA Coolen, T Coolen-Maturi - Reliability Engineering & System Safety, 2015 - Elsevier
This paper presents nonparametric predictive inference for system reliability following
common-cause failures of components. It is assumed that a single failure event may lead to …
common-cause failures of components. It is assumed that a single failure event may lead to …