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using a sparse bayesian model
Examples with "using a sparse bayesian model" and their translation in Chinees
Using a sparse Bayesian model, our proposed method obtains an estimate of the abundance fraction vector with only a few nonzero entries, and the zero entries of the estimate can be interpreted as the absence of certain agents.
我们使用稀疏贝叶斯模型提出的方法，获得了只有几个非零实体的丰度值向量估计值，而估计值的零实体解释为缺乏某些药剂。
In Section II, the agent identification scheme using a sparse Bayesian model is described, along with a discussion on how to address the issue of signature mismatch.
在第二节，我们描述了使用稀疏贝叶斯模型的药剂识别，并讨论了如何解决特征不匹配的问题。
In this paper, we propose a new agent identification method by using a sparse Bayesian model.
本文我们提出一种采用稀疏贝叶斯模型的全新药剂识别方法。
A new agent identification method using a sparse Bayesian model has been introduced and investigated in this paper.
本文介绍和研究了一种使用稀疏贝叶斯模型的新药剂识别方法。
Andere resultaten
In our numerical studies, the abundance fractions of agents are estimated by the following methods: the sparse Bayesian model (SBM) using the noninformative hyperprior and taking into account the nonnegativity of the abundance fractions, as described in Section II-D, the NCLS algorithm and the orthogonal matching pursuit (OMP) method.
Index Terms-Agent identification, false alarm, linear mixture, mismatch, signature, sparse Bayesian model, spectral sensing.
索引术语 - 药剂识别、误报、线性混合、不匹配、签名、稀疏贝叶斯模型、光谱遥感。
Therefore, in the following sections, we choose and in the sparse Bayesian model to estimate the abundance fraction vector.
因此，在下面的章节中，我们在系数贝叶斯模型中选择和估算丰度向量。
Bayesian Revision - This lets you to "flip" one or more chance nodes in a model in order to show probabilities calculated using Bayes' Rule.
situation-dependent information extraction, using Bayesian networks, statistical analyses, and hidden Markov models to extract meaning and context from complex and cluttered data streams drawn from very disparate sensors that are not temporally or spatially matched
The prevalence of high- and low-intensity infection and associated 95% credible intervals (CrIs) were predicted using Bayesian geostatistical models.
The Word Sense Disambiguation (WSD) study based on large scale real world corpus is performed using an unsupervised learning algorithm based on DGA improved Bayesian Model.
Compared with the Bayesian model using the Laplacian prior and the -norm constrained minimization (5), which have to tune some parameters during estimation, the Bayesian model using the noninformative hyperprior can estimate all the parameters automatically.
The Division extended its methodological work on family planning using a Bayesian hierarchical model combined with country-specific time trends and produced a unique, publicly available set of long-term estimates and projections of contraceptive prevalence, unmet need for family planning, total demand for family planning and percentage of demand for family planning that is satisfied among married or in-union women from 1970 to 2030.
人口司使用贝叶斯分级模型并结合具体国家的时间趋势，在关于计划生育的方法方面进行了工作拓展，并产生了关于下列各项的一套独特、可公开获得的长期估计和预测：避孕药具普及率、未满足的计划生育需求、计划生育需求总量以及1970年至2030年已婚或已结合妇女中计划生育需求得到满足的百分比。
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